{
  "schema_version": "xencore-benchmark-publication-api/1",
  "dataset_name": "XenCore Nexus Intel Arc Pro B70 benchmark results",
  "canonical_url": "https://xencorenexus.com/api/benchs.json",
  "publication_status": "results_available",
  "validation_policy": {
    "runner_self_validation_accepted": false,
    "required": [
      "measurement_artifact",
      "artifact_sha256",
      "independent_validator_report"
    ],
    "missing_values": "remain_null_or_absent"
  },
  "total_benchmarks": 56,
  "benchmarks": [
    {
      "id": "Qwen2.5-0.5B-Instruct-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-0.5B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "0.5B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 0.93,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 222.69,
      "aggregateDecodeTokS": 16919.64,
      "perRequestDecodeTokS": 222.69,
      "ttftMs": 36.7,
      "acceptanceRate": null,
      "energyJoules": 139.364,
      "avgPowerWatts": 77.77,
      "joulesPerToken": 1.0888,
      "vramUsedGiB": 30.13,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 222.69,
          "perRequestTokS": 222.69,
          "ttftMs": 36.7,
          "energyJoules": 139.364,
          "avgPowerWatts": 77.77,
          "joulesPerToken": 1.0888
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 338.93,
          "perRequestTokS": 227.08,
          "ttftMs": 25.32,
          "energyJoules": 119.246,
          "avgPowerWatts": 88.23,
          "joulesPerToken": 0.4658
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 842.19,
          "perRequestTokS": 226.39,
          "ttftMs": 23.9,
          "energyJoules": 124.362,
          "avgPowerWatts": 90.85,
          "joulesPerToken": 0.2429
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 1534.62,
          "perRequestTokS": 220.21,
          "ttftMs": 797.85,
          "energyJoules": 165.716,
          "avgPowerWatts": 77.11,
          "joulesPerToken": 0.1618
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 1963.71,
          "perRequestTokS": 223.69,
          "ttftMs": 30.6,
          "energyJoules": 128.25,
          "avgPowerWatts": 94.02,
          "joulesPerToken": 0.0626
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 5222.97,
          "perRequestTokS": 216.68,
          "ttftMs": 49.01,
          "energyJoules": 145.819,
          "avgPowerWatts": 100.73,
          "joulesPerToken": 0.0356
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 8083.01,
          "perRequestTokS": 166.46,
          "ttftMs": 80.17,
          "energyJoules": 192.351,
          "avgPowerWatts": 117.05,
          "joulesPerToken": 0.0235
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 12430.21,
          "perRequestTokS": 149.04,
          "ttftMs": 144.11,
          "energyJoules": 253.094,
          "avgPowerWatts": 137.84,
          "joulesPerToken": 0.0154
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 16838.65,
          "perRequestTokS": 98.74,
          "ttftMs": 275.7,
          "energyJoules": 411.036,
          "avgPowerWatts": 168.81,
          "joulesPerToken": 0.0125
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 16919.64,
          "perRequestTokS": 89.62,
          "ttftMs": 961.91,
          "energyJoules": 768.511,
          "avgPowerWatts": 196.17,
          "joulesPerToken": 0.0117
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 16824.95,
          "perRequestTokS": 99.35,
          "ttftMs": 2399.33,
          "energyJoules": 1478.168,
          "avgPowerWatts": 214.94,
          "joulesPerToken": 0.0113
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:47:50.404620+00:00",
      "notes": null,
      "run_key": "Qwen2.5-0.5B-Instruct-vllm-xpu-tp1-baseline",
      "run_id": "Qwen2.5-0.5B-Instruct-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3-0.6B-BF16-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3-0.6B-BF16",
      "modelType": "dense",
      "architecture": "Qwen2ForCausalLM",
      "parameters": "0.6B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 1.41,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 159.07,
      "aggregateDecodeTokS": 11544.51,
      "perRequestDecodeTokS": 159.07,
      "ttftMs": 38.46,
      "acceptanceRate": null,
      "energyJoules": 156.642,
      "avgPowerWatts": 88.68,
      "joulesPerToken": 1.2238,
      "vramUsedGiB": 30.08,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 159.07,
          "perRequestTokS": 159.07,
          "ttftMs": 38.46,
          "energyJoules": 156.642,
          "avgPowerWatts": 88.68,
          "joulesPerToken": 1.2238
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 352.38,
          "perRequestTokS": 176.93,
          "ttftMs": 28.89,
          "energyJoules": 149.718,
          "avgPowerWatts": 90.88,
          "joulesPerToken": 0.5848
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 692.73,
          "perRequestTokS": 174.4,
          "ttftMs": 25.08,
          "energyJoules": 156.351,
          "avgPowerWatts": 92.92,
          "joulesPerToken": 0.3054
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 1398.58,
          "perRequestTokS": 177.17,
          "ttftMs": 918.59,
          "energyJoules": 202.233,
          "avgPowerWatts": 79.48,
          "joulesPerToken": 0.1975
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 2806.7,
          "perRequestTokS": 180.01,
          "ttftMs": 45.1,
          "energyJoules": 168.345,
          "avgPowerWatts": 102.13,
          "joulesPerToken": 0.0822
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 4949.91,
          "perRequestTokS": 161.18,
          "ttftMs": 55.86,
          "energyJoules": 198.055,
          "avgPowerWatts": 115.12,
          "joulesPerToken": 0.0484
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 7738.2,
          "perRequestTokS": 130.32,
          "ttftMs": 90.43,
          "energyJoules": 275.292,
          "avgPowerWatts": 136.06,
          "joulesPerToken": 0.0336
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 9989.23,
          "perRequestTokS": 89.59,
          "ttftMs": 222.38,
          "energyJoules": 421.248,
          "avgPowerWatts": 161.5,
          "joulesPerToken": 0.0257
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 11544.51,
          "perRequestTokS": 52.11,
          "ttftMs": 337.21,
          "energyJoules": 735.577,
          "avgPowerWatts": 192.72,
          "joulesPerToken": 0.0224
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 11532.87,
          "perRequestTokS": 49.92,
          "ttftMs": 1760.61,
          "energyJoules": 1418.566,
          "avgPowerWatts": 213.51,
          "joulesPerToken": 0.0216
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 11042.61,
          "perRequestTokS": 47.65,
          "ttftMs": 4781.26,
          "energyJoules": 2884.097,
          "avgPowerWatts": 227.17,
          "joulesPerToken": 0.022
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:48:00.393168+00:00",
      "notes": null,
      "run_key": "Qwen3-0.6B-BF16-vllm-xpu-tp1-baseline",
      "run_id": "Qwen3-0.6B-BF16-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3-0.6B-FP8-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3-0.6B-FP8",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "0.6B",
      "quantFormat": "FP8",
      "quantBits": 8,
      "checkpointDiskGiB": 1,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 163.99,
      "aggregateDecodeTokS": 10436.13,
      "perRequestDecodeTokS": 163.99,
      "ttftMs": 30.24,
      "acceptanceRate": null,
      "energyJoules": 168.692,
      "avgPowerWatts": 95.59,
      "joulesPerToken": 1.3179,
      "vramUsedGiB": 30.07,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 163.99,
          "perRequestTokS": 163.99,
          "ttftMs": 30.24,
          "energyJoules": 168.692,
          "avgPowerWatts": 95.59,
          "joulesPerToken": 1.3179
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 303.14,
          "perRequestTokS": 152.16,
          "ttftMs": 22.11,
          "energyJoules": 176.87,
          "avgPowerWatts": 97.31,
          "joulesPerToken": 0.6909
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 628.38,
          "perRequestTokS": 158.1,
          "ttftMs": 23.12,
          "energyJoules": 174.947,
          "avgPowerWatts": 100.83,
          "joulesPerToken": 0.3417
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 1217.6,
          "perRequestTokS": 154.2,
          "ttftMs": 61.41,
          "energyJoules": 190.003,
          "avgPowerWatts": 105.16,
          "joulesPerToken": 0.1855
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 2384.89,
          "perRequestTokS": 154.34,
          "ttftMs": 48.08,
          "energyJoules": 202.609,
          "avgPowerWatts": 113.29,
          "joulesPerToken": 0.0989
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 4716.34,
          "perRequestTokS": 159.49,
          "ttftMs": 83.03,
          "energyJoules": 232.406,
          "avgPowerWatts": 128.8,
          "joulesPerToken": 0.0567
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 7264.04,
          "perRequestTokS": 128.92,
          "ttftMs": 147.28,
          "energyJoules": 307.932,
          "avgPowerWatts": 146.94,
          "joulesPerToken": 0.0376
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 9067.55,
          "perRequestTokS": 82.36,
          "ttftMs": 255.41,
          "energyJoules": 496.967,
          "avgPowerWatts": 185.29,
          "joulesPerToken": 0.0303
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 10436.13,
          "perRequestTokS": 49.82,
          "ttftMs": 521.78,
          "energyJoules": 904.742,
          "avgPowerWatts": 221.84,
          "joulesPerToken": 0.0276
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 10416.43,
          "perRequestTokS": 46.37,
          "ttftMs": 2086.34,
          "energyJoules": 1786.405,
          "avgPowerWatts": 246.09,
          "joulesPerToken": 0.0273
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 10068.47,
          "perRequestTokS": 43.88,
          "ttftMs": 5364.81,
          "energyJoules": 3604.403,
          "avgPowerWatts": 259.45,
          "joulesPerToken": 0.0275
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:48:05.393673+00:00",
      "notes": null,
      "run_key": "Qwen3-0.6B-FP8-vllm-xpu-tp1-baseline",
      "run_id": "Qwen3-0.6B-FP8-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3.5-0.8B-BF16-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3.5-0.8B-BF16",
      "modelType": "dense",
      "architecture": "Qwen2ForCausalLM",
      "parameters": "0.8B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 3.3,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 213.77,
      "aggregateDecodeTokS": 6854.81,
      "perRequestDecodeTokS": 213.77,
      "ttftMs": 36.39,
      "acceptanceRate": null,
      "energyJoules": 161.46,
      "avgPowerWatts": 87.52,
      "joulesPerToken": 1.2614,
      "vramUsedGiB": 28.5,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 213.77,
          "perRequestTokS": 213.77,
          "ttftMs": 36.39,
          "energyJoules": 161.46,
          "avgPowerWatts": 87.52,
          "joulesPerToken": 1.2614
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 405.34,
          "perRequestTokS": 203.59,
          "ttftMs": 34.69,
          "energyJoules": 146.979,
          "avgPowerWatts": 94.18,
          "joulesPerToken": 0.5741
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 838.09,
          "perRequestTokS": 211.15,
          "ttftMs": 43.64,
          "energyJoules": 156.87,
          "avgPowerWatts": 95.95,
          "joulesPerToken": 0.3064
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 1562.85,
          "perRequestTokS": 206.43,
          "ttftMs": 47.55,
          "energyJoules": 162.874,
          "avgPowerWatts": 105.21,
          "joulesPerToken": 0.1591
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 2735.44,
          "perRequestTokS": 177.08,
          "ttftMs": 48.28,
          "energyJoules": 194.885,
          "avgPowerWatts": 116.02,
          "joulesPerToken": 0.0952
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 3835.41,
          "perRequestTokS": 138.48,
          "ttftMs": 72.24,
          "energyJoules": 251.239,
          "avgPowerWatts": 132.4,
          "joulesPerToken": 0.0613
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 5306.38,
          "perRequestTokS": 93.62,
          "ttftMs": 120.86,
          "energyJoules": 389.791,
          "avgPowerWatts": 164.72,
          "joulesPerToken": 0.0476
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 6473.34,
          "perRequestTokS": 57.79,
          "ttftMs": 246.3,
          "energyJoules": 652.525,
          "avgPowerWatts": 195.32,
          "joulesPerToken": 0.0398
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 6854.81,
          "perRequestTokS": 31.8,
          "ttftMs": 528.86,
          "energyJoules": 1225.117,
          "avgPowerWatts": 222.7,
          "joulesPerToken": 0.0374
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 6373.24,
          "perRequestTokS": 28.16,
          "ttftMs": 3120.21,
          "energyJoules": 2567.526,
          "avgPowerWatts": 236.79,
          "joulesPerToken": 0.0392
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 5808.61,
          "perRequestTokS": 25.84,
          "ttftMs": 8657.44,
          "energyJoules": 5438.167,
          "avgPowerWatts": 241.69,
          "joulesPerToken": 0.0415
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:49:39.505751+00:00",
      "notes": null,
      "run_key": "Qwen3.5-0.8B-BF16-vllm-xpu-tp1-baseline",
      "run_id": "Qwen3.5-0.8B-BF16-vllm-xpu-tp1-baseline"
    },
    {
      "id": "DeepSeek-R1-Distill-Qwen-1.5B-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "DeepSeek-R1-Distill-Qwen-1.5B",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "1.5B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 3.32,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 146.48,
      "aggregateDecodeTokS": 10875.02,
      "perRequestDecodeTokS": 146.48,
      "ttftMs": 47.1,
      "acceptanceRate": null,
      "energyJoules": 210.198,
      "avgPowerWatts": 118.52,
      "joulesPerToken": 1.6422,
      "vramUsedGiB": 29.98,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 146.48,
          "perRequestTokS": 146.48,
          "ttftMs": 47.1,
          "energyJoules": 210.198,
          "avgPowerWatts": 118.52,
          "joulesPerToken": 1.6422
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 292.86,
          "perRequestTokS": 147.55,
          "ttftMs": 48.86,
          "energyJoules": 210.175,
          "avgPowerWatts": 120.39,
          "joulesPerToken": 0.821
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 566.91,
          "perRequestTokS": 143.43,
          "ttftMs": 27.61,
          "energyJoules": 215.469,
          "avgPowerWatts": 124.78,
          "joulesPerToken": 0.4208
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 1086.85,
          "perRequestTokS": 137.04,
          "ttftMs": 2095.74,
          "energyJoules": 336.095,
          "avgPowerWatts": 86.64,
          "joulesPerToken": 0.3282
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 2091.09,
          "perRequestTokS": 131.96,
          "ttftMs": 388.35,
          "energyJoules": 264.028,
          "avgPowerWatts": 122.38,
          "joulesPerToken": 0.1289
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 3484.15,
          "perRequestTokS": 116.93,
          "ttftMs": 94.91,
          "energyJoules": 295.495,
          "avgPowerWatts": 148.39,
          "joulesPerToken": 0.0721
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 5613.08,
          "perRequestTokS": 98.98,
          "ttftMs": 168.98,
          "energyJoules": 393.971,
          "avgPowerWatts": 169.67,
          "joulesPerToken": 0.0481
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 8290.98,
          "perRequestTokS": 76.26,
          "ttftMs": 287.86,
          "energyJoules": 579.615,
          "avgPowerWatts": 206.3,
          "joulesPerToken": 0.0354
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 10763.25,
          "perRequestTokS": 52.97,
          "ttftMs": 564.38,
          "energyJoules": 943.165,
          "avgPowerWatts": 232.67,
          "joulesPerToken": 0.0288
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 10875.02,
          "perRequestTokS": 49.5,
          "ttftMs": 2079.55,
          "energyJoules": 1825.423,
          "avgPowerWatts": 260.73,
          "joulesPerToken": 0.0279
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 10823.04,
          "perRequestTokS": 47.87,
          "ttftMs": 5168.2,
          "energyJoules": 3599.979,
          "avgPowerWatts": 277.32,
          "joulesPerToken": 0.0275
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:50:10.814726+00:00",
      "notes": null,
      "run_key": "DeepSeek-R1-Distill-Qwen-1.5B-vllm-xpu-tp1-baseline",
      "run_id": "DeepSeek-R1-Distill-Qwen-1.5B-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3.5-2B-BF16-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3.5-2B-BF16",
      "modelType": "dense",
      "architecture": "Qwen2ForCausalLM",
      "parameters": "2B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 4.26,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 128.35,
      "aggregateDecodeTokS": 5459.25,
      "perRequestDecodeTokS": 128.35,
      "ttftMs": 44.84,
      "acceptanceRate": null,
      "energyJoules": 254.167,
      "avgPowerWatts": 121.92,
      "joulesPerToken": 1.9857,
      "vramUsedGiB": 28.12,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 128.35,
          "perRequestTokS": 128.35,
          "ttftMs": 44.84,
          "energyJoules": 254.167,
          "avgPowerWatts": 121.92,
          "joulesPerToken": 1.9857
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 247.76,
          "perRequestTokS": 125.26,
          "ttftMs": 30.1,
          "energyJoules": 253.096,
          "avgPowerWatts": 126.41,
          "joulesPerToken": 0.9887
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 436.24,
          "perRequestTokS": 117.47,
          "ttftMs": 39.47,
          "energyJoules": 270.055,
          "avgPowerWatts": 126.09,
          "joulesPerToken": 0.5275
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 779.66,
          "perRequestTokS": 116.35,
          "ttftMs": 66.08,
          "energyJoules": 279.637,
          "avgPowerWatts": 135.73,
          "joulesPerToken": 0.2731
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 1613.9,
          "perRequestTokS": 104.94,
          "ttftMs": 75.17,
          "energyJoules": 328.818,
          "avgPowerWatts": 146.32,
          "joulesPerToken": 0.1606
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 2517.93,
          "perRequestTokS": 87.57,
          "ttftMs": 116.49,
          "energyJoules": 414.593,
          "avgPowerWatts": 166.9,
          "joulesPerToken": 0.1012
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 3689.84,
          "perRequestTokS": 64.1,
          "ttftMs": 193.37,
          "energyJoules": 596.455,
          "avgPowerWatts": 190.15,
          "joulesPerToken": 0.0728
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 4861.68,
          "perRequestTokS": 44.39,
          "ttftMs": 358.48,
          "energyJoules": 918.067,
          "avgPowerWatts": 216.2,
          "joulesPerToken": 0.056
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 5459.25,
          "perRequestTokS": 25.6,
          "ttftMs": 782.57,
          "energyJoules": 1715.622,
          "avgPowerWatts": 249.28,
          "joulesPerToken": 0.0524
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 5117.88,
          "perRequestTokS": 23.02,
          "ttftMs": 3996.05,
          "energyJoules": 3515.545,
          "avgPowerWatts": 263.64,
          "joulesPerToken": 0.0536
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 4903.53,
          "perRequestTokS": 22.04,
          "ttftMs": 10425.55,
          "energyJoules": 7288.86,
          "avgPowerWatts": 272.1,
          "joulesPerToken": 0.0556
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:50:17.454701+00:00",
      "notes": null,
      "run_key": "Qwen3.5-2B-BF16-vllm-xpu-tp1-baseline",
      "run_id": "Qwen3.5-2B-BF16-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-3B-Instruct-AWQ-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-3B-Instruct-AWQ",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "3B",
      "quantFormat": "AWQ",
      "quantBits": 4,
      "checkpointDiskGiB": 2.51,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 163.62,
      "aggregateDecodeTokS": 6752.3,
      "perRequestDecodeTokS": 163.62,
      "ttftMs": 50.51,
      "acceptanceRate": null,
      "energyJoules": 206.224,
      "avgPowerWatts": 113.48,
      "joulesPerToken": 1.6111,
      "vramUsedGiB": 29.82,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 163.62,
          "perRequestTokS": 163.62,
          "ttftMs": 50.51,
          "energyJoules": 206.224,
          "avgPowerWatts": 113.48,
          "joulesPerToken": 1.6111
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 318.12,
          "perRequestTokS": 159.76,
          "ttftMs": 97.45,
          "energyJoules": 202.086,
          "avgPowerWatts": 120.33,
          "joulesPerToken": 0.7894
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 589.37,
          "perRequestTokS": 161.28,
          "ttftMs": 119.79,
          "energyJoules": 210.586,
          "avgPowerWatts": 124.36,
          "joulesPerToken": 0.4113
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 1115.62,
          "perRequestTokS": 141.75,
          "ttftMs": 919.58,
          "energyJoules": 279.022,
          "avgPowerWatts": 105.38,
          "joulesPerToken": 0.2725
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 2202.89,
          "perRequestTokS": 157.18,
          "ttftMs": 137.68,
          "energyJoules": 261.959,
          "avgPowerWatts": 143.84,
          "joulesPerToken": 0.1279
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 3340.94,
          "perRequestTokS": 119.82,
          "ttftMs": 165.99,
          "energyJoules": 383.236,
          "avgPowerWatts": 188.05,
          "joulesPerToken": 0.0936
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 4442.81,
          "perRequestTokS": 86.19,
          "ttftMs": 280.03,
          "energyJoules": 522.908,
          "avgPowerWatts": 203.73,
          "joulesPerToken": 0.0638
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 6005.33,
          "perRequestTokS": 60.4,
          "ttftMs": 514.22,
          "energyJoules": 832.709,
          "avgPowerWatts": 237.71,
          "joulesPerToken": 0.0508
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 6542.33,
          "perRequestTokS": 34.77,
          "ttftMs": 1018.79,
          "energyJoules": 1506.069,
          "avgPowerWatts": 265.17,
          "joulesPerToken": 0.046
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 6585.53,
          "perRequestTokS": 31.56,
          "ttftMs": 3383.56,
          "energyJoules": 2969.852,
          "avgPowerWatts": 284.6,
          "joulesPerToken": 0.0453
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 6752.3,
          "perRequestTokS": 30.11,
          "ttftMs": 7942.37,
          "energyJoules": 5907.365,
          "avgPowerWatts": 299.27,
          "joulesPerToken": 0.0451
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:51:54.921742+00:00",
      "notes": null,
      "run_key": "Qwen2.5-3B-Instruct-AWQ-vllm-xpu-tp1-baseline",
      "run_id": "Qwen2.5-3B-Instruct-AWQ-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-3B-Instruct-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-3B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "3B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 5.76,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 80.09,
      "aggregateDecodeTokS": 6306.53,
      "perRequestDecodeTokS": 80.09,
      "ttftMs": 45.27,
      "acceptanceRate": null,
      "energyJoules": 353.591,
      "avgPowerWatts": 140.28,
      "joulesPerToken": 2.7624,
      "vramUsedGiB": 29.83,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 80.09,
          "perRequestTokS": 80.09,
          "ttftMs": 45.27,
          "energyJoules": 353.591,
          "avgPowerWatts": 140.28,
          "joulesPerToken": 2.7624
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 159.38,
          "perRequestTokS": 80.2,
          "ttftMs": 51.9,
          "energyJoules": 352.77,
          "avgPowerWatts": 144.46,
          "joulesPerToken": 1.378
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 298.7,
          "perRequestTokS": 79.02,
          "ttftMs": 37.66,
          "energyJoules": 364.732,
          "avgPowerWatts": 146.74,
          "joulesPerToken": 0.7124
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 586.72,
          "perRequestTokS": 78.3,
          "ttftMs": 921.63,
          "energyJoules": 427.542,
          "avgPowerWatts": 126.13,
          "joulesPerToken": 0.4175
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 1138.75,
          "perRequestTokS": 74.48,
          "ttftMs": 105.9,
          "energyJoules": 424.05,
          "avgPowerWatts": 162.62,
          "joulesPerToken": 0.2071
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 1983.05,
          "perRequestTokS": 69.41,
          "ttftMs": 158.25,
          "energyJoules": 514.972,
          "avgPowerWatts": 178.78,
          "joulesPerToken": 0.1257
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 3270.13,
          "perRequestTokS": 58.93,
          "ttftMs": 281.61,
          "energyJoules": 671.466,
          "avgPowerWatts": 204.87,
          "joulesPerToken": 0.082
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 4974.45,
          "perRequestTokS": 47.54,
          "ttftMs": 498.91,
          "energyJoules": 971.145,
          "avgPowerWatts": 239.79,
          "joulesPerToken": 0.0593
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 6092.79,
          "perRequestTokS": 31.45,
          "ttftMs": 991.33,
          "energyJoules": 1670.953,
          "avgPowerWatts": 275.33,
          "joulesPerToken": 0.051
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 6261.87,
          "perRequestTokS": 29,
          "ttftMs": 3451.31,
          "energyJoules": 3287.017,
          "avgPowerWatts": 297.76,
          "joulesPerToken": 0.0502
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 6306.53,
          "perRequestTokS": 27.68,
          "ttftMs": 8289.07,
          "energyJoules": 6494.215,
          "avgPowerWatts": 310.72,
          "joulesPerToken": 0.0495
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:52:06.405673+00:00",
      "notes": null,
      "run_key": "Qwen2.5-3B-Instruct-vllm-xpu-tp1-baseline",
      "run_id": "Qwen2.5-3B-Instruct-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3.5-4B-BF16-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3.5-4B-BF16",
      "modelType": "dense",
      "architecture": "Qwen2ForCausalLM",
      "parameters": "4B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 8.7,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 61.53,
      "aggregateDecodeTokS": 2260.81,
      "perRequestDecodeTokS": 61.53,
      "ttftMs": 96.84,
      "acceptanceRate": null,
      "energyJoules": 490.509,
      "avgPowerWatts": 149.57,
      "joulesPerToken": 3.8321,
      "vramUsedGiB": 28.23,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 61.53,
          "perRequestTokS": 61.53,
          "ttftMs": 96.84,
          "energyJoules": 490.509,
          "avgPowerWatts": 149.57,
          "joulesPerToken": 3.8321
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 118.32,
          "perRequestTokS": 59.85,
          "ttftMs": 71.37,
          "energyJoules": 499.426,
          "avgPowerWatts": 155,
          "joulesPerToken": 1.9509
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 227.33,
          "perRequestTokS": 57.8,
          "ttftMs": 73.67,
          "energyJoules": 518.109,
          "avgPowerWatts": 160.44,
          "joulesPerToken": 1.0119
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 426.79,
          "perRequestTokS": 54.79,
          "ttftMs": 104.69,
          "energyJoules": 574.301,
          "avgPowerWatts": 167.62,
          "joulesPerToken": 0.5608
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 749.43,
          "perRequestTokS": 49.26,
          "ttftMs": 170.46,
          "energyJoules": 686.456,
          "avgPowerWatts": 178.49,
          "joulesPerToken": 0.3352
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 1198.07,
          "perRequestTokS": 40.21,
          "ttftMs": 256.77,
          "energyJoules": 899.502,
          "avgPowerWatts": 204.64,
          "joulesPerToken": 0.2196
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1655.89,
          "perRequestTokS": 28.46,
          "ttftMs": 432.07,
          "energyJoules": 1330.045,
          "avgPowerWatts": 225.03,
          "joulesPerToken": 0.1624
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 2090.2,
          "perRequestTokS": 18.42,
          "ttftMs": 797.81,
          "energyJoules": 2180.503,
          "avgPowerWatts": 248.19,
          "joulesPerToken": 0.1331
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 2077.21,
          "perRequestTokS": 13.33,
          "ttftMs": 2363.35,
          "energyJoules": 4430.877,
          "avgPowerWatts": 265.74,
          "joulesPerToken": 0.1352
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 2187.75,
          "perRequestTokS": 12.11,
          "ttftMs": 9338.47,
          "energyJoules": 8647.161,
          "avgPowerWatts": 280.5,
          "joulesPerToken": 0.1319
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 2260.81,
          "perRequestTokS": 11.24,
          "ttftMs": 23038.73,
          "energyJoules": 16974.347,
          "avgPowerWatts": 291.57,
          "joulesPerToken": 0.1295
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:53:03.556974+00:00",
      "notes": null,
      "run_key": "Qwen3.5-4B-BF16-vllm-xpu-tp1-baseline",
      "run_id": "Qwen3.5-4B-BF16-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-7B-Instruct-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-7B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "7B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 28.39,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 38.59,
      "aggregateDecodeTokS": 3416.92,
      "perRequestDecodeTokS": 38.59,
      "ttftMs": 61.63,
      "acceptanceRate": null,
      "energyJoules": 733.915,
      "avgPowerWatts": 171.52,
      "joulesPerToken": 5.7337,
      "vramUsedGiB": 29.49,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 38.59,
          "perRequestTokS": 38.59,
          "ttftMs": 61.63,
          "energyJoules": 733.915,
          "avgPowerWatts": 171.52,
          "joulesPerToken": 5.7337
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 76.56,
          "perRequestTokS": 38.57,
          "ttftMs": 63.1,
          "energyJoules": 742.305,
          "avgPowerWatts": 174.26,
          "joulesPerToken": 2.8996
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 151.15,
          "perRequestTokS": 38.3,
          "ttftMs": 75.33,
          "energyJoules": 770.054,
          "avgPowerWatts": 182.63,
          "joulesPerToken": 1.504
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 303.84,
          "perRequestTokS": 38.1,
          "ttftMs": 848.45,
          "energyJoules": 847.874,
          "avgPowerWatts": 168.8,
          "joulesPerToken": 0.828
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 549.4,
          "perRequestTokS": 36.65,
          "ttftMs": 233,
          "energyJoules": 909.28,
          "avgPowerWatts": 199.04,
          "joulesPerToken": 0.444
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 990.5,
          "perRequestTokS": 34.15,
          "ttftMs": 340.67,
          "energyJoules": 1078.566,
          "avgPowerWatts": 220.21,
          "joulesPerToken": 0.2633
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1651.05,
          "perRequestTokS": 29.59,
          "ttftMs": 602.96,
          "energyJoules": 1388.57,
          "avgPowerWatts": 239.44,
          "joulesPerToken": 0.1695
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 2539.98,
          "perRequestTokS": 24.55,
          "ttftMs": 1081.91,
          "energyJoules": 1950.164,
          "avgPowerWatts": 269.59,
          "joulesPerToken": 0.119
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 3366.22,
          "perRequestTokS": 17.71,
          "ttftMs": 2072.27,
          "energyJoules": 3196.027,
          "avgPowerWatts": 304.72,
          "joulesPerToken": 0.0975
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 3402.56,
          "perRequestTokS": 16.08,
          "ttftMs": 6651.17,
          "energyJoules": 6250.157,
          "avgPowerWatts": 316.33,
          "joulesPerToken": 0.0954
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 3416.92,
          "perRequestTokS": 15.14,
          "ttftMs": 15816.38,
          "energyJoules": 12391.32,
          "avgPowerWatts": 322.01,
          "joulesPerToken": 0.0945
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:54:26.915798+00:00",
      "notes": null,
      "run_key": "Qwen2.5-7B-Instruct-vllm-xpu-tp1-baseline",
      "run_id": "Qwen2.5-7B-Instruct-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-VL-7B-Instruct-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-VL-7B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "7B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 29.93,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 38.94,
      "aggregateDecodeTokS": 3292.3,
      "perRequestDecodeTokS": 38.94,
      "ttftMs": 62.43,
      "acceptanceRate": null,
      "energyJoules": 716.544,
      "avgPowerWatts": 172.69,
      "joulesPerToken": 5.598,
      "vramUsedGiB": 27.95,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 38.94,
          "perRequestTokS": 38.94,
          "ttftMs": 62.43,
          "energyJoules": 716.544,
          "avgPowerWatts": 172.69,
          "joulesPerToken": 5.598
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 61.19,
          "perRequestTokS": 38.84,
          "ttftMs": 62.21,
          "energyJoules": 727.622,
          "avgPowerWatts": 177.09,
          "joulesPerToken": 2.8423
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 147.3,
          "perRequestTokS": 38.6,
          "ttftMs": 74.24,
          "energyJoules": 765.126,
          "avgPowerWatts": 183.36,
          "joulesPerToken": 1.4944
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 265.59,
          "perRequestTokS": 38.37,
          "ttftMs": 121.26,
          "energyJoules": 805.561,
          "avgPowerWatts": 189.2,
          "joulesPerToken": 0.7867
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 496.45,
          "perRequestTokS": 37.49,
          "ttftMs": 234.07,
          "energyJoules": 889.211,
          "avgPowerWatts": 198.34,
          "joulesPerToken": 0.4342
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 930.69,
          "perRequestTokS": 34.3,
          "ttftMs": 343.99,
          "energyJoules": 1066.703,
          "avgPowerWatts": 219.2,
          "joulesPerToken": 0.2604
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1553.58,
          "perRequestTokS": 29.99,
          "ttftMs": 601.09,
          "energyJoules": 1351.752,
          "avgPowerWatts": 239.02,
          "joulesPerToken": 0.165
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 2429.36,
          "perRequestTokS": 24.95,
          "ttftMs": 1086.2,
          "energyJoules": 1889.14,
          "avgPowerWatts": 267.52,
          "joulesPerToken": 0.1153
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 3146.07,
          "perRequestTokS": 17.85,
          "ttftMs": 2075.47,
          "energyJoules": 3066.49,
          "avgPowerWatts": 300.08,
          "joulesPerToken": 0.0936
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 3202.06,
          "perRequestTokS": 16.04,
          "ttftMs": 6352.6,
          "energyJoules": 5980.282,
          "avgPowerWatts": 311.87,
          "joulesPerToken": 0.0913
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 3292.3,
          "perRequestTokS": 15.3,
          "ttftMs": 14724.8,
          "energyJoules": 11567.679,
          "avgPowerWatts": 318.9,
          "joulesPerToken": 0.0883
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:54:53.559424+00:00",
      "notes": null,
      "run_key": "Qwen2.5-VL-7B-Instruct-vllm-xpu-tp1-baseline",
      "run_id": "Qwen2.5-VL-7B-Instruct-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-7B-Instruct-AWQ-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-7B-Instruct-AWQ",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "7B",
      "quantFormat": "AWQ",
      "quantBits": 4,
      "checkpointDiskGiB": 5.2,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 109.51,
      "aggregateDecodeTokS": 3657.37,
      "perRequestDecodeTokS": 109.51,
      "ttftMs": 58.1,
      "acceptanceRate": null,
      "energyJoules": 330.399,
      "avgPowerWatts": 156.39,
      "joulesPerToken": 2.5812,
      "vramUsedGiB": 29.52,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 109.51,
          "perRequestTokS": 109.51,
          "ttftMs": 58.1,
          "energyJoules": 330.399,
          "avgPowerWatts": 156.39,
          "joulesPerToken": 2.5812
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 217.13,
          "perRequestTokS": 109.62,
          "ttftMs": 143.06,
          "energyJoules": 339.514,
          "avgPowerWatts": 160.96,
          "joulesPerToken": 1.3262
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 413.54,
          "perRequestTokS": 106.39,
          "ttftMs": 337.38,
          "energyJoules": 371.868,
          "avgPowerWatts": 155.38,
          "joulesPerToken": 0.7263
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 828.5,
          "perRequestTokS": 104.33,
          "ttftMs": 915.4,
          "energyJoules": 437.026,
          "avgPowerWatts": 147.9,
          "joulesPerToken": 0.4268
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 1319.09,
          "perRequestTokS": 93.9,
          "ttftMs": 211.9,
          "energyJoules": 483.611,
          "avgPowerWatts": 193.43,
          "joulesPerToken": 0.2361
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 1994.76,
          "perRequestTokS": 75.62,
          "ttftMs": 356.77,
          "energyJoules": 703.814,
          "avgPowerWatts": 220.51,
          "joulesPerToken": 0.1718
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 2811.69,
          "perRequestTokS": 55.87,
          "ttftMs": 585.8,
          "energyJoules": 976.204,
          "avgPowerWatts": 259.06,
          "joulesPerToken": 0.1192
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 3090.16,
          "perRequestTokS": 31.38,
          "ttftMs": 1071.5,
          "energyJoules": 1721.708,
          "avgPowerWatts": 279.22,
          "joulesPerToken": 0.1051
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 3657.37,
          "perRequestTokS": 19.78,
          "ttftMs": 2110.33,
          "energyJoules": 2965.46,
          "avgPowerWatts": 302.07,
          "joulesPerToken": 0.0905
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 3656.9,
          "perRequestTokS": 17.57,
          "ttftMs": 6487.02,
          "energyJoules": 5868.85,
          "avgPowerWatts": 312.9,
          "joulesPerToken": 0.0896
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 3651.66,
          "perRequestTokS": 16.38,
          "ttftMs": 15030.1,
          "energyJoules": 11607.469,
          "avgPowerWatts": 323.01,
          "joulesPerToken": 0.0886
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:56:27.725677+00:00",
      "notes": null,
      "run_key": "Qwen2.5-7B-Instruct-AWQ-vllm-xpu-tp1-baseline",
      "run_id": "Qwen2.5-7B-Instruct-AWQ-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-Coder-7B-Instruct-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-Coder-7B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "7B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 14.2,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 38.56,
      "aggregateDecodeTokS": 2999.35,
      "perRequestDecodeTokS": 38.56,
      "ttftMs": 64.35,
      "acceptanceRate": null,
      "energyJoules": 636.14,
      "avgPowerWatts": 167.59,
      "joulesPerToken": 4.9698,
      "vramUsedGiB": 29.49,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 38.56,
          "perRequestTokS": 38.56,
          "ttftMs": 64.35,
          "energyJoules": 636.14,
          "avgPowerWatts": 167.59,
          "joulesPerToken": 4.9698
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 76.59,
          "perRequestTokS": 38.59,
          "ttftMs": 59.95,
          "energyJoules": 754.474,
          "avgPowerWatts": 169.43,
          "joulesPerToken": 2.9472
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 122.48,
          "perRequestTokS": 38.13,
          "ttftMs": 75.83,
          "energyJoules": 768.268,
          "avgPowerWatts": 178.78,
          "joulesPerToken": 1.5005
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 240.78,
          "perRequestTokS": 38.53,
          "ttftMs": 837.85,
          "energyJoules": 849.3,
          "avgPowerWatts": 168.84,
          "joulesPerToken": 0.8294
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 398.56,
          "perRequestTokS": 36.55,
          "ttftMs": 207.22,
          "energyJoules": 885.28,
          "avgPowerWatts": 198.62,
          "joulesPerToken": 0.4323
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 723.52,
          "perRequestTokS": 33.1,
          "ttftMs": 369.67,
          "energyJoules": 1033.172,
          "avgPowerWatts": 211.05,
          "joulesPerToken": 0.2522
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1453.8,
          "perRequestTokS": 29.05,
          "ttftMs": 600.66,
          "energyJoules": 1362.039,
          "avgPowerWatts": 235.17,
          "joulesPerToken": 0.1663
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 2005.03,
          "perRequestTokS": 23.73,
          "ttftMs": 1079.7,
          "energyJoules": 1819.961,
          "avgPowerWatts": 259.64,
          "joulesPerToken": 0.1111
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 2826.59,
          "perRequestTokS": 17.07,
          "ttftMs": 2075.99,
          "energyJoules": 3002.966,
          "avgPowerWatts": 295.19,
          "joulesPerToken": 0.0916
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 2854.88,
          "perRequestTokS": 15.46,
          "ttftMs": 5626.82,
          "energyJoules": 5623.04,
          "avgPowerWatts": 305.56,
          "joulesPerToken": 0.0858
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 2999.35,
          "perRequestTokS": 14.14,
          "ttftMs": 13149.65,
          "energyJoules": 10698.935,
          "avgPowerWatts": 317.19,
          "joulesPerToken": 0.0816
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:57:51.478905+00:00",
      "notes": null,
      "run_key": "Qwen2.5-Coder-7B-Instruct-vllm-xpu-tp1-baseline",
      "run_id": "Qwen2.5-Coder-7B-Instruct-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3-8B-BF16-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3-8B-BF16",
      "modelType": "dense",
      "architecture": "Qwen2ForCausalLM",
      "parameters": "8B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 15.27,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 36.38,
      "aggregateDecodeTokS": 2963.95,
      "perRequestDecodeTokS": 36.38,
      "ttftMs": 64.46,
      "acceptanceRate": null,
      "energyJoules": 767.284,
      "avgPowerWatts": 170.84,
      "joulesPerToken": 5.9944,
      "vramUsedGiB": 29.28,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 36.38,
          "perRequestTokS": 36.38,
          "ttftMs": 64.46,
          "energyJoules": 767.284,
          "avgPowerWatts": 170.84,
          "joulesPerToken": 5.9944
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 72.04,
          "perRequestTokS": 36.29,
          "ttftMs": 61.06,
          "energyJoules": 791.214,
          "avgPowerWatts": 177.74,
          "joulesPerToken": 3.0907
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 142.51,
          "perRequestTokS": 36.1,
          "ttftMs": 78.83,
          "energyJoules": 824.866,
          "avgPowerWatts": 182.85,
          "joulesPerToken": 1.6111
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 281.76,
          "perRequestTokS": 35.35,
          "ttftMs": 910.43,
          "energyJoules": 915.878,
          "avgPowerWatts": 165.86,
          "joulesPerToken": 0.8944
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 521.53,
          "perRequestTokS": 34.38,
          "ttftMs": 236.83,
          "energyJoules": 969.091,
          "avgPowerWatts": 201.66,
          "joulesPerToken": 0.4732
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 940.53,
          "perRequestTokS": 31.89,
          "ttftMs": 361.22,
          "energyJoules": 1167.551,
          "avgPowerWatts": 218.25,
          "joulesPerToken": 0.285
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1510.89,
          "perRequestTokS": 26.74,
          "ttftMs": 610.95,
          "energyJoules": 1508.592,
          "avgPowerWatts": 240.19,
          "joulesPerToken": 0.1842
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 2330.48,
          "perRequestTokS": 22.14,
          "ttftMs": 1099,
          "energyJoules": 2146.263,
          "avgPowerWatts": 269.34,
          "joulesPerToken": 0.131
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 2938.83,
          "perRequestTokS": 14.78,
          "ttftMs": 2131.69,
          "energyJoules": 3695.781,
          "avgPowerWatts": 305.31,
          "joulesPerToken": 0.1128
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 2950.01,
          "perRequestTokS": 13.55,
          "ttftMs": 7571.32,
          "energyJoules": 7311.297,
          "avgPowerWatts": 317.35,
          "joulesPerToken": 0.1116
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 2963.95,
          "perRequestTokS": 12.92,
          "ttftMs": 18278.98,
          "energyJoules": 14429.818,
          "avgPowerWatts": 322.7,
          "joulesPerToken": 0.1101
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T14:58:18.641350+00:00",
      "notes": null,
      "run_key": "Qwen3-8B-BF16-vllm-xpu-tp1-baseline",
      "run_id": "Qwen3-8B-BF16-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3-VL-8B-Instruct-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3-VL-8B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "8B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 32.68,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 36.31,
      "aggregateDecodeTokS": 2942.84,
      "perRequestDecodeTokS": 36.31,
      "ttftMs": 68.97,
      "acceptanceRate": null,
      "energyJoules": 789.445,
      "avgPowerWatts": 173.12,
      "joulesPerToken": 6.1675,
      "vramUsedGiB": 27.96,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 36.31,
          "perRequestTokS": 36.31,
          "ttftMs": 68.97,
          "energyJoules": 789.445,
          "avgPowerWatts": 173.12,
          "joulesPerToken": 6.1675
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 72.25,
          "perRequestTokS": 36.38,
          "ttftMs": 96.88,
          "energyJoules": 796.408,
          "avgPowerWatts": 179.11,
          "joulesPerToken": 3.111
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 143,
          "perRequestTokS": 36.08,
          "ttftMs": 81.39,
          "energyJoules": 820.769,
          "avgPowerWatts": 185.07,
          "joulesPerToken": 1.6031
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 281.18,
          "perRequestTokS": 35.28,
          "ttftMs": 892.17,
          "energyJoules": 911.249,
          "avgPowerWatts": 169.23,
          "joulesPerToken": 0.8899
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 520.66,
          "perRequestTokS": 34.31,
          "ttftMs": 236.7,
          "energyJoules": 971.199,
          "avgPowerWatts": 201.8,
          "joulesPerToken": 0.4742
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 938.4,
          "perRequestTokS": 31.8,
          "ttftMs": 358.25,
          "energyJoules": 1164.492,
          "avgPowerWatts": 216.94,
          "joulesPerToken": 0.2843
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1507.08,
          "perRequestTokS": 26.68,
          "ttftMs": 614.41,
          "energyJoules": 1512.437,
          "avgPowerWatts": 239.07,
          "joulesPerToken": 0.1846
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 2312.22,
          "perRequestTokS": 22.12,
          "ttftMs": 1153.79,
          "energyJoules": 2157.264,
          "avgPowerWatts": 269.35,
          "joulesPerToken": 0.1317
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 2632.86,
          "perRequestTokS": 14.65,
          "ttftMs": 2133.96,
          "energyJoules": 3982.749,
          "avgPowerWatts": 298.04,
          "joulesPerToken": 0.1215
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 2779.15,
          "perRequestTokS": 13.35,
          "ttftMs": 7589.26,
          "energyJoules": 7624.523,
          "avgPowerWatts": 311.47,
          "joulesPerToken": 0.1163
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 2942.84,
          "perRequestTokS": 12.83,
          "ttftMs": 18344.97,
          "energyJoules": 14520.129,
          "avgPowerWatts": 323.58,
          "joulesPerToken": 0.1108
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:00:09.865288+00:00",
      "notes": null,
      "run_key": "Qwen3-VL-8B-Instruct-vllm-xpu-tp1-baseline",
      "run_id": "Qwen3-VL-8B-Instruct-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3-8B-AWQ-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3-8B-AWQ",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "8B",
      "quantFormat": "AWQ",
      "quantBits": 4,
      "checkpointDiskGiB": 5.69,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 100.04,
      "aggregateDecodeTokS": 3242.01,
      "perRequestDecodeTokS": 100.04,
      "ttftMs": 70.21,
      "acceptanceRate": null,
      "energyJoules": 362.502,
      "avgPowerWatts": 146.58,
      "joulesPerToken": 2.832,
      "vramUsedGiB": 29.28,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 100.04,
          "perRequestTokS": 100.04,
          "ttftMs": 70.21,
          "energyJoules": 362.502,
          "avgPowerWatts": 146.58,
          "joulesPerToken": 2.832
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 198.02,
          "perRequestTokS": 100.21,
          "ttftMs": 249.76,
          "energyJoules": 367.754,
          "avgPowerWatts": 151.04,
          "joulesPerToken": 1.4365
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 381.13,
          "perRequestTokS": 97.35,
          "ttftMs": 125.45,
          "energyJoules": 385.497,
          "avgPowerWatts": 167.23,
          "joulesPerToken": 0.7529
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 731.91,
          "perRequestTokS": 92.18,
          "ttftMs": 935.34,
          "energyJoules": 468.575,
          "avgPowerWatts": 147.21,
          "joulesPerToken": 0.4576
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 1201.58,
          "perRequestTokS": 85.53,
          "ttftMs": 229.15,
          "energyJoules": 514.883,
          "avgPowerWatts": 198.32,
          "joulesPerToken": 0.2514
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 1826.59,
          "perRequestTokS": 67.3,
          "ttftMs": 352.09,
          "energyJoules": 749.75,
          "avgPowerWatts": 240.64,
          "joulesPerToken": 0.183
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 2485.19,
          "perRequestTokS": 48.12,
          "ttftMs": 613.38,
          "energyJoules": 1058.75,
          "avgPowerWatts": 256.33,
          "joulesPerToken": 0.1292
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 2922.95,
          "perRequestTokS": 29.26,
          "ttftMs": 1125.27,
          "energyJoules": 1806.979,
          "avgPowerWatts": 276.08,
          "joulesPerToken": 0.1103
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 3242.01,
          "perRequestTokS": 16.93,
          "ttftMs": 2209.05,
          "energyJoules": 3342.947,
          "avgPowerWatts": 303.16,
          "joulesPerToken": 0.102
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 3226.24,
          "perRequestTokS": 15.16,
          "ttftMs": 7202.97,
          "energyJoules": 6718.107,
          "avgPowerWatts": 315.99,
          "joulesPerToken": 0.1025
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 3203.07,
          "perRequestTokS": 14.15,
          "ttftMs": 17202.16,
          "energyJoules": 13382.92,
          "avgPowerWatts": 323.46,
          "joulesPerToken": 0.1021
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:00:43.270497+00:00",
      "notes": null,
      "run_key": "Qwen3-8B-AWQ-vllm-xpu-tp1-baseline",
      "run_id": "Qwen3-8B-AWQ-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3.5-9B-BF16-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3.5-9B-BF16",
      "modelType": "dense",
      "architecture": "Qwen2ForCausalLM",
      "parameters": "9B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 36,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 34.85,
      "aggregateDecodeTokS": 1475.38,
      "perRequestDecodeTokS": 34.85,
      "ttftMs": 102.55,
      "acceptanceRate": null,
      "energyJoules": 815.596,
      "avgPowerWatts": 169.38,
      "joulesPerToken": 6.3718,
      "vramUsedGiB": 27.9,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 34.85,
          "perRequestTokS": 34.85,
          "ttftMs": 102.55,
          "energyJoules": 815.596,
          "avgPowerWatts": 169.38,
          "joulesPerToken": 6.3718
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 67.88,
          "perRequestTokS": 34.29,
          "ttftMs": 79.12,
          "energyJoules": 834.924,
          "avgPowerWatts": 175.26,
          "joulesPerToken": 3.2614
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 132.45,
          "perRequestTokS": 33.6,
          "ttftMs": 103.23,
          "energyJoules": 879.086,
          "avgPowerWatts": 180.42,
          "joulesPerToken": 1.717
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 244.54,
          "perRequestTokS": 31.35,
          "ttftMs": 155.92,
          "energyJoules": 967.898,
          "avgPowerWatts": 185,
          "joulesPerToken": 0.9452
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 460.75,
          "perRequestTokS": 30.32,
          "ttftMs": 272.85,
          "energyJoules": 1105.515,
          "avgPowerWatts": 204.47,
          "joulesPerToken": 0.5398
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 775.35,
          "perRequestTokS": 26.21,
          "ttftMs": 405.69,
          "energyJoules": 1413.85,
          "avgPowerWatts": 226.22,
          "joulesPerToken": 0.3452
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1124.38,
          "perRequestTokS": 19.58,
          "ttftMs": 704.29,
          "energyJoules": 1986.771,
          "avgPowerWatts": 240.21,
          "joulesPerToken": 0.2425
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 1178.02,
          "perRequestTokS": 17.71,
          "ttftMs": 2549.77,
          "energyJoules": 3776.719,
          "avgPowerWatts": 252.96,
          "joulesPerToken": 0.2305
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 1355.45,
          "perRequestTokS": 16.54,
          "ttftMs": 7877.48,
          "energyJoules": 6762.497,
          "avgPowerWatts": 269.94,
          "joulesPerToken": 0.2064
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 1475.38,
          "perRequestTokS": 15.52,
          "ttftMs": 18525.4,
          "energyJoules": 12628.926,
          "avgPowerWatts": 279.29,
          "joulesPerToken": 0.1927
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 1450.99,
          "perRequestTokS": 15.2,
          "ttftMs": 40440.79,
          "energyJoules": 25347.151,
          "avgPowerWatts": 281.24,
          "joulesPerToken": 0.1934
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:02:36.271816+00:00",
      "notes": null,
      "run_key": "Qwen3.5-9B-BF16-vllm-xpu-tp1-baseline",
      "run_id": "Qwen3.5-9B-BF16-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-14B-Instruct-AWQ-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-14B-Instruct-AWQ",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "14B",
      "quantFormat": "AWQ",
      "quantBits": 4,
      "checkpointDiskGiB": 9.31,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 59.44,
      "aggregateDecodeTokS": 1760.09,
      "perRequestDecodeTokS": 59.44,
      "ttftMs": 87.72,
      "acceptanceRate": null,
      "energyJoules": 575.705,
      "avgPowerWatts": 182.21,
      "joulesPerToken": 4.4977,
      "vramUsedGiB": 28.99,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 59.44,
          "perRequestTokS": 59.44,
          "ttftMs": 87.72,
          "energyJoules": 575.705,
          "avgPowerWatts": 182.21,
          "joulesPerToken": 4.4977
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 105.18,
          "perRequestTokS": 59.56,
          "ttftMs": 207.71,
          "energyJoules": 596.932,
          "avgPowerWatts": 184.73,
          "joulesPerToken": 2.3318
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 219.31,
          "perRequestTokS": 58.18,
          "ttftMs": 238.57,
          "energyJoules": 638.193,
          "avgPowerWatts": 194.51,
          "joulesPerToken": 1.2465
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 436.62,
          "perRequestTokS": 55.69,
          "ttftMs": 838.37,
          "energyJoules": 745.171,
          "avgPowerWatts": 188.06,
          "joulesPerToken": 0.7277
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 648.94,
          "perRequestTokS": 50.22,
          "ttftMs": 424.81,
          "energyJoules": 930.359,
          "avgPowerWatts": 238.49,
          "joulesPerToken": 0.4543
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 1051.33,
          "perRequestTokS": 40.71,
          "ttftMs": 671.14,
          "energyJoules": 1312.776,
          "avgPowerWatts": 279.85,
          "joulesPerToken": 0.3205
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1423.38,
          "perRequestTokS": 29.76,
          "ttftMs": 1161.16,
          "energyJoules": 1865.736,
          "avgPowerWatts": 293.02,
          "joulesPerToken": 0.2278
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 1533.77,
          "perRequestTokS": 15.91,
          "ttftMs": 2100.82,
          "energyJoules": 3334.805,
          "avgPowerWatts": 298.23,
          "joulesPerToken": 0.2035
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 1760.09,
          "perRequestTokS": 9.75,
          "ttftMs": 4113.05,
          "energyJoules": 5834.157,
          "avgPowerWatts": 317.12,
          "joulesPerToken": 0.178
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 1751.87,
          "perRequestTokS": 8.58,
          "ttftMs": 12667.75,
          "energyJoules": 11653.04,
          "avgPowerWatts": 323.05,
          "joulesPerToken": 0.1778
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 1747.19,
          "perRequestTokS": 7.94,
          "ttftMs": 30090.76,
          "energyJoules": 23336.195,
          "avgPowerWatts": 325.99,
          "joulesPerToken": 0.178
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:03:32.529831+00:00",
      "notes": null,
      "run_key": "Qwen2.5-14B-Instruct-AWQ-vllm-xpu-tp1-baseline",
      "run_id": "Qwen2.5-14B-Instruct-AWQ-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3-30B-A3B-GPTQ-Int4-vllm-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3-30B-A3B-GPTQ-Int4",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "30B",
      "quantFormat": "GPTQ",
      "quantBits": 4,
      "checkpointDiskGiB": 15.79,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 79.44,
      "aggregateDecodeTokS": 3295.94,
      "perRequestDecodeTokS": 79.44,
      "ttftMs": 92.43,
      "acceptanceRate": null,
      "energyJoules": 307.422,
      "avgPowerWatts": 111.55,
      "joulesPerToken": 2.4017,
      "vramUsedGiB": 29.47,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 79.44,
          "perRequestTokS": 79.44,
          "ttftMs": 92.43,
          "energyJoules": 307.422,
          "avgPowerWatts": 111.55,
          "joulesPerToken": 2.4017
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 155.39,
          "perRequestTokS": 78.08,
          "ttftMs": 130.67,
          "energyJoules": 333.314,
          "avgPowerWatts": 128.78,
          "joulesPerToken": 1.302
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 283.59,
          "perRequestTokS": 72.11,
          "ttftMs": 81.86,
          "energyJoules": 392.837,
          "avgPowerWatts": 145.25,
          "joulesPerToken": 0.7673
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 562.93,
          "perRequestTokS": 73.13,
          "ttftMs": 126.25,
          "energyJoules": 482.584,
          "avgPowerWatts": 163.02,
          "joulesPerToken": 0.4713
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 899.49,
          "perRequestTokS": 60.52,
          "ttftMs": 198.26,
          "energyJoules": 611.909,
          "avgPowerWatts": 194.93,
          "joulesPerToken": 0.2988
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 1362.7,
          "perRequestTokS": 46.76,
          "ttftMs": 293.21,
          "energyJoules": 861.594,
          "avgPowerWatts": 219.87,
          "joulesPerToken": 0.2104
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1913.46,
          "perRequestTokS": 33.82,
          "ttftMs": 493.77,
          "energyJoules": 1288.429,
          "avgPowerWatts": 248.28,
          "joulesPerToken": 0.1573
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 2685.09,
          "perRequestTokS": 24.98,
          "ttftMs": 888.92,
          "energyJoules": 1911.965,
          "avgPowerWatts": 271.33,
          "joulesPerToken": 0.1167
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 3260.43,
          "perRequestTokS": 15.9,
          "ttftMs": 1726.8,
          "energyJoules": 3008.927,
          "avgPowerWatts": 276.68,
          "joulesPerToken": 0.0918
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 3277.61,
          "perRequestTokS": 14.75,
          "ttftMs": 6634.86,
          "energyJoules": 6100.177,
          "avgPowerWatts": 292.37,
          "joulesPerToken": 0.0931
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 3295.94,
          "perRequestTokS": 14.19,
          "ttftMs": 16325.72,
          "energyJoules": 12027.376,
          "avgPowerWatts": 298.21,
          "joulesPerToken": 0.0918
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:07:47.496567+00:00",
      "notes": null,
      "run_key": "Qwen3-30B-A3B-GPTQ-Int4-vllm-xpu-tp1-baseline",
      "run_id": "Qwen3-30B-A3B-GPTQ-Int4-vllm-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-0.5B-Instruct-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-0.5B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "0.5B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 0.93,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 103.47,
      "aggregateDecodeTokS": 2164.48,
      "perRequestDecodeTokS": 103.47,
      "ttftMs": 46.56,
      "acceptanceRate": null,
      "energyJoules": 327.299,
      "avgPowerWatts": 74.31,
      "joulesPerToken": 2.557,
      "vramUsedGiB": 30.69,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 103.47,
          "perRequestTokS": 103.47,
          "ttftMs": 46.56,
          "energyJoules": 327.299,
          "avgPowerWatts": 74.31,
          "joulesPerToken": 2.557
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 131.73,
          "perRequestTokS": 121.09,
          "ttftMs": 41.32,
          "energyJoules": 183.638,
          "avgPowerWatts": 88.2,
          "joulesPerToken": 0.7173
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 302.5,
          "perRequestTokS": 101.64,
          "ttftMs": 81.06,
          "energyJoules": 200.684,
          "avgPowerWatts": 93.63,
          "joulesPerToken": 0.392
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 584.31,
          "perRequestTokS": 101.99,
          "ttftMs": 101.54,
          "energyJoules": 217.878,
          "avgPowerWatts": 99.12,
          "joulesPerToken": 0.2128
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 853.62,
          "perRequestTokS": 95.17,
          "ttftMs": 177.47,
          "energyJoules": 261.079,
          "avgPowerWatts": 105.19,
          "joulesPerToken": 0.1275
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 1582.27,
          "perRequestTokS": 82.34,
          "ttftMs": 246.92,
          "energyJoules": 326.966,
          "avgPowerWatts": 122.73,
          "joulesPerToken": 0.0798
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 2164.48,
          "perRequestTokS": 54.39,
          "ttftMs": 385.67,
          "energyJoules": 463.585,
          "avgPowerWatts": 143.17,
          "joulesPerToken": 0.0566
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 0,
          "perRequestTokS": 0,
          "ttftMs": 0,
          "energyJoules": 513.02,
          "avgPowerWatts": 70.97,
          "joulesPerToken": 0.0313
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:09:57.786231+00:00",
      "notes": null,
      "run_key": "Qwen2.5-0.5B-Instruct-sglang-xpu-tp1-baseline",
      "run_id": "Qwen2.5-0.5B-Instruct-sglang-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3-0.6B-BF16-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3-0.6B-BF16",
      "modelType": "dense",
      "architecture": "Qwen2ForCausalLM",
      "parameters": "0.6B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 1.41,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 86.3,
      "aggregateDecodeTokS": 1011.92,
      "perRequestDecodeTokS": 86.3,
      "ttftMs": 70.11,
      "acceptanceRate": null,
      "energyJoules": 313.312,
      "avgPowerWatts": 85.86,
      "joulesPerToken": 2.4478,
      "vramUsedGiB": 30.82,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 86.3,
          "perRequestTokS": 86.3,
          "ttftMs": 70.11,
          "energyJoules": 313.312,
          "avgPowerWatts": 85.86,
          "joulesPerToken": 2.4478
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 169.67,
          "perRequestTokS": 85.16,
          "ttftMs": 74.6,
          "energyJoules": 257.836,
          "avgPowerWatts": 98.92,
          "joulesPerToken": 1.0072
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 341.12,
          "perRequestTokS": 85.82,
          "ttftMs": 178.36,
          "energyJoules": 285.557,
          "avgPowerWatts": 110.52,
          "joulesPerToken": 0.5577
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 550.33,
          "perRequestTokS": 69.29,
          "ttftMs": 206.61,
          "energyJoules": 371.913,
          "avgPowerWatts": 126.75,
          "joulesPerToken": 0.3632
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 731.58,
          "perRequestTokS": 46.59,
          "ttftMs": 435.25,
          "energyJoules": 574.746,
          "avgPowerWatts": 135.41,
          "joulesPerToken": 0.2806
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 890.7,
          "perRequestTokS": 29.73,
          "ttftMs": 634.73,
          "energyJoules": 915.606,
          "avgPowerWatts": 155.43,
          "joulesPerToken": 0.2235
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 979.69,
          "perRequestTokS": 16.73,
          "ttftMs": 1040.74,
          "energyJoules": 1622.632,
          "avgPowerWatts": 169.51,
          "joulesPerToken": 0.1981
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 1011.92,
          "perRequestTokS": 8.66,
          "ttftMs": 1711.67,
          "energyJoules": 3107.579,
          "avgPowerWatts": 179.47,
          "joulesPerToken": 0.1897
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 0,
          "perRequestTokS": 0,
          "ttftMs": 0,
          "energyJoules": 499.539,
          "avgPowerWatts": 69.84,
          "joulesPerToken": 0.0152
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:09:58.031339+00:00",
      "notes": null,
      "run_key": "Qwen3-0.6B-BF16-sglang-xpu-tp1-baseline",
      "run_id": "Qwen3-0.6B-BF16-sglang-xpu-tp1-baseline"
    },
    {
      "id": "DeepSeek-R1-Distill-Qwen-1.5B-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "DeepSeek-R1-Distill-Qwen-1.5B",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "1.5B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 3.32,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 94.43,
      "aggregateDecodeTokS": 1976.67,
      "perRequestDecodeTokS": 94.43,
      "ttftMs": 74.13,
      "acceptanceRate": null,
      "energyJoules": 316.624,
      "avgPowerWatts": 106.35,
      "joulesPerToken": 2.4736,
      "vramUsedGiB": 30.77,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 94.43,
          "perRequestTokS": 94.43,
          "ttftMs": 74.13,
          "energyJoules": 316.624,
          "avgPowerWatts": 106.35,
          "joulesPerToken": 2.4736
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 184.27,
          "perRequestTokS": 92.53,
          "ttftMs": 75.96,
          "energyJoules": 272.2,
          "avgPowerWatts": 115.47,
          "joulesPerToken": 1.0633
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 300.01,
          "perRequestTokS": 75.46,
          "ttftMs": 216.2,
          "energyJoules": 325.765,
          "avgPowerWatts": 113.58,
          "joulesPerToken": 0.6363
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 567.67,
          "perRequestTokS": 71.49,
          "ttftMs": 197.9,
          "energyJoules": 373.279,
          "avgPowerWatts": 120.37,
          "joulesPerToken": 0.3645
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 970.84,
          "perRequestTokS": 61.23,
          "ttftMs": 334.08,
          "energyJoules": 460.731,
          "avgPowerWatts": 137.31,
          "joulesPerToken": 0.225
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 1394.78,
          "perRequestTokS": 47.71,
          "ttftMs": 583.65,
          "energyJoules": 657.461,
          "avgPowerWatts": 156.68,
          "joulesPerToken": 0.1605
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1779.79,
          "perRequestTokS": 32.09,
          "ttftMs": 901.87,
          "energyJoules": 1031.724,
          "avgPowerWatts": 176.32,
          "joulesPerToken": 0.1259
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 1976.67,
          "perRequestTokS": 18.16,
          "ttftMs": 1488.9,
          "energyJoules": 1814.546,
          "avgPowerWatts": 192.06,
          "joulesPerToken": 0.1108
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 0,
          "perRequestTokS": 0,
          "ttftMs": 0,
          "energyJoules": 1501.207,
          "avgPowerWatts": 108.17,
          "joulesPerToken": 0.0458
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:10:45.346232+00:00",
      "notes": null,
      "run_key": "DeepSeek-R1-Distill-Qwen-1.5B-sglang-xpu-tp1-baseline",
      "run_id": "DeepSeek-R1-Distill-Qwen-1.5B-sglang-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-3B-Instruct-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-3B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "3B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 5.76,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 60.89,
      "aggregateDecodeTokS": 1260.65,
      "perRequestDecodeTokS": 60.89,
      "ttftMs": 96.03,
      "acceptanceRate": null,
      "energyJoules": 514.997,
      "avgPowerWatts": 113.44,
      "joulesPerToken": 4.0234,
      "vramUsedGiB": 30.58,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 60.89,
          "perRequestTokS": 60.89,
          "ttftMs": 96.03,
          "energyJoules": 514.997,
          "avgPowerWatts": 113.44,
          "joulesPerToken": 4.0234
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 100.39,
          "perRequestTokS": 62.64,
          "ttftMs": 110.74,
          "energyJoules": 423.378,
          "avgPowerWatts": 137.77,
          "joulesPerToken": 1.6538
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 194.58,
          "perRequestTokS": 48.91,
          "ttftMs": 274.49,
          "energyJoules": 508.864,
          "avgPowerWatts": 134.61,
          "joulesPerToken": 0.9939
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 384.07,
          "perRequestTokS": 49.46,
          "ttftMs": 320.16,
          "energyJoules": 560.493,
          "avgPowerWatts": 143.44,
          "joulesPerToken": 0.5474
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 681.41,
          "perRequestTokS": 43.55,
          "ttftMs": 528.59,
          "energyJoules": 696.625,
          "avgPowerWatts": 156.38,
          "joulesPerToken": 0.3401
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 993.05,
          "perRequestTokS": 35.1,
          "ttftMs": 911.39,
          "energyJoules": 964.072,
          "avgPowerWatts": 175.62,
          "joulesPerToken": 0.2354
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1260.65,
          "perRequestTokS": 23.67,
          "ttftMs": 1512.33,
          "energyJoules": 1493.671,
          "avgPowerWatts": 191.53,
          "joulesPerToken": 0.1823
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 0,
          "perRequestTokS": 0,
          "ttftMs": 0,
          "energyJoules": 1069.843,
          "avgPowerWatts": 109.16,
          "joulesPerToken": 0.0653
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:11:24.296513+00:00",
      "notes": null,
      "run_key": "Qwen2.5-3B-Instruct-sglang-xpu-tp1-baseline",
      "run_id": "Qwen2.5-3B-Instruct-sglang-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-3B-Instruct-AWQ-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-3B-Instruct-AWQ",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "3B",
      "quantFormat": "AWQ",
      "quantBits": 4,
      "checkpointDiskGiB": 2.51,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 74.25,
      "aggregateDecodeTokS": 1336.76,
      "perRequestDecodeTokS": 74.25,
      "ttftMs": 90.34,
      "acceptanceRate": null,
      "energyJoules": 372.332,
      "avgPowerWatts": 91.09,
      "joulesPerToken": 2.9088,
      "vramUsedGiB": 30.82,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 74.25,
          "perRequestTokS": 74.25,
          "ttftMs": 90.34,
          "energyJoules": 372.332,
          "avgPowerWatts": 91.09,
          "joulesPerToken": 2.9088
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 160.64,
          "perRequestTokS": 80.62,
          "ttftMs": 98.83,
          "energyJoules": 294.802,
          "avgPowerWatts": 115.97,
          "joulesPerToken": 1.1516
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 275.74,
          "perRequestTokS": 69.4,
          "ttftMs": 320.09,
          "energyJoules": 353.114,
          "avgPowerWatts": 115.62,
          "joulesPerToken": 0.6897
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 591.36,
          "perRequestTokS": 74.6,
          "ttftMs": 322.49,
          "energyJoules": 384.063,
          "avgPowerWatts": 128.9,
          "joulesPerToken": 0.3751
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 1006.4,
          "perRequestTokS": 69.65,
          "ttftMs": 672.08,
          "energyJoules": 501.701,
          "avgPowerWatts": 148.88,
          "joulesPerToken": 0.245
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 1134.94,
          "perRequestTokS": 43.1,
          "ttftMs": 1127.35,
          "energyJoules": 835.191,
          "avgPowerWatts": 166.43,
          "joulesPerToken": 0.2039
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1336.76,
          "perRequestTokS": 26.11,
          "ttftMs": 1588.59,
          "energyJoules": 1371.926,
          "avgPowerWatts": 184.34,
          "joulesPerToken": 0.1675
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 0,
          "perRequestTokS": 0,
          "ttftMs": 0,
          "energyJoules": 1094.841,
          "avgPowerWatts": 105.21,
          "joulesPerToken": 0.0668
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:11:58.721346+00:00",
      "notes": null,
      "run_key": "Qwen2.5-3B-Instruct-AWQ-sglang-xpu-tp1-baseline",
      "run_id": "Qwen2.5-3B-Instruct-AWQ-sglang-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-7B-Instruct-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-7B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "7B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 28.39,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 33.52,
      "aggregateDecodeTokS": 826.67,
      "perRequestDecodeTokS": 33.52,
      "ttftMs": 147.31,
      "acceptanceRate": null,
      "energyJoules": 919.344,
      "avgPowerWatts": 141.66,
      "joulesPerToken": 7.1824,
      "vramUsedGiB": 30.59,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 33.52,
          "perRequestTokS": 33.52,
          "ttftMs": 147.31,
          "energyJoules": 919.344,
          "avgPowerWatts": 141.66,
          "joulesPerToken": 7.1824
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 63.14,
          "perRequestTokS": 31.69,
          "ttftMs": 160.91,
          "energyJoules": 856.693,
          "avgPowerWatts": 164.07,
          "joulesPerToken": 3.3465
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 109.01,
          "perRequestTokS": 32.41,
          "ttftMs": 300.03,
          "energyJoules": 878.675,
          "avgPowerWatts": 169.72,
          "joulesPerToken": 1.7162
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 228.03,
          "perRequestTokS": 29.77,
          "ttftMs": 441.72,
          "energyJoules": 1006.153,
          "avgPowerWatts": 175.31,
          "joulesPerToken": 0.9826
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 409.43,
          "perRequestTokS": 26.7,
          "ttftMs": 732.02,
          "energyJoules": 1221.149,
          "avgPowerWatts": 187.23,
          "joulesPerToken": 0.5963
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 613.88,
          "perRequestTokS": 20.8,
          "ttftMs": 1330.58,
          "energyJoules": 1684.927,
          "avgPowerWatts": 199.09,
          "joulesPerToken": 0.4114
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 826.67,
          "perRequestTokS": 15.14,
          "ttftMs": 2223.08,
          "energyJoules": 2487.532,
          "avgPowerWatts": 213.23,
          "joulesPerToken": 0.3037
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 0,
          "perRequestTokS": 0,
          "ttftMs": 0,
          "energyJoules": 1602.737,
          "avgPowerWatts": 139.3,
          "joulesPerToken": 0.0978
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:12:34.204302+00:00",
      "notes": null,
      "run_key": "Qwen2.5-7B-Instruct-sglang-xpu-tp1-baseline",
      "run_id": "Qwen2.5-7B-Instruct-sglang-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-7B-Instruct-AWQ-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-7B-Instruct-AWQ",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "7B",
      "quantFormat": "AWQ",
      "quantBits": 4,
      "checkpointDiskGiB": 5.2,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 71.56,
      "aggregateDecodeTokS": 1006.78,
      "perRequestDecodeTokS": 71.56,
      "ttftMs": 92.52,
      "acceptanceRate": null,
      "energyJoules": 512.896,
      "avgPowerWatts": 108.24,
      "joulesPerToken": 4.007,
      "vramUsedGiB": 31.15,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 71.56,
          "perRequestTokS": 71.56,
          "ttftMs": 92.52,
          "energyJoules": 512.896,
          "avgPowerWatts": 108.24,
          "joulesPerToken": 4.007
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 132.58,
          "perRequestTokS": 66.56,
          "ttftMs": 143.78,
          "energyJoules": 433.792,
          "avgPowerWatts": 144.71,
          "joulesPerToken": 1.6945
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 277.16,
          "perRequestTokS": 69.72,
          "ttftMs": 381.17,
          "energyJoules": 473.105,
          "avgPowerWatts": 153.28,
          "joulesPerToken": 0.924
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 471.44,
          "perRequestTokS": 61.88,
          "ttftMs": 407.42,
          "energyJoules": 557.452,
          "avgPowerWatts": 168.44,
          "joulesPerToken": 0.5444
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 728.41,
          "perRequestTokS": 46.84,
          "ttftMs": 824.95,
          "energyJoules": 798.249,
          "avgPowerWatts": 179.9,
          "joulesPerToken": 0.3898
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 925.53,
          "perRequestTokS": 33.17,
          "ttftMs": 1469.01,
          "energyJoules": 1237.293,
          "avgPowerWatts": 199.93,
          "joulesPerToken": 0.3021
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1006.78,
          "perRequestTokS": 19.56,
          "ttftMs": 2341.12,
          "energyJoules": 2000.628,
          "avgPowerWatts": 201.51,
          "joulesPerToken": 0.2442
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 0,
          "perRequestTokS": 0,
          "ttftMs": 0,
          "energyJoules": 1522.728,
          "avgPowerWatts": 132.68,
          "joulesPerToken": 0.0929
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:13:04.079222+00:00",
      "notes": null,
      "run_key": "Qwen2.5-7B-Instruct-AWQ-sglang-xpu-tp1-baseline",
      "run_id": "Qwen2.5-7B-Instruct-AWQ-sglang-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-Coder-7B-Instruct-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-Coder-7B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "7B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 14.2,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 32.99,
      "aggregateDecodeTokS": 653.26,
      "perRequestDecodeTokS": 32.99,
      "ttftMs": 145.86,
      "acceptanceRate": null,
      "energyJoules": 909.868,
      "avgPowerWatts": 144.3,
      "joulesPerToken": 7.1083,
      "vramUsedGiB": 30.6,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 32.99,
          "perRequestTokS": 32.99,
          "ttftMs": 145.86,
          "energyJoules": 909.868,
          "avgPowerWatts": 144.3,
          "joulesPerToken": 7.1083
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 63.83,
          "perRequestTokS": 32.04,
          "ttftMs": 162.34,
          "energyJoules": 837.41,
          "avgPowerWatts": 165.14,
          "joulesPerToken": 3.2711
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 118.99,
          "perRequestTokS": 31.73,
          "ttftMs": 327.53,
          "energyJoules": 889.131,
          "avgPowerWatts": 167.48,
          "joulesPerToken": 1.7366
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 168.93,
          "perRequestTokS": 31.14,
          "ttftMs": 440,
          "energyJoules": 948.677,
          "avgPowerWatts": 173.18,
          "joulesPerToken": 0.9264
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 301.68,
          "perRequestTokS": 28.59,
          "ttftMs": 717.82,
          "energyJoules": 1120.081,
          "avgPowerWatts": 182.56,
          "joulesPerToken": 0.5469
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 505.36,
          "perRequestTokS": 24.02,
          "ttftMs": 1304.64,
          "energyJoules": 1482.972,
          "avgPowerWatts": 196.99,
          "joulesPerToken": 0.3621
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 653.26,
          "perRequestTokS": 16.33,
          "ttftMs": 2217.27,
          "energyJoules": 2166.756,
          "avgPowerWatts": 209.61,
          "joulesPerToken": 0.2645
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 0,
          "perRequestTokS": 0,
          "ttftMs": 0,
          "energyJoules": 1596.451,
          "avgPowerWatts": 140.52,
          "joulesPerToken": 0.0974
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:13:36.305076+00:00",
      "notes": null,
      "run_key": "Qwen2.5-Coder-7B-Instruct-sglang-xpu-tp1-baseline",
      "run_id": "Qwen2.5-Coder-7B-Instruct-sglang-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3-8B-BF16-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3-8B-BF16",
      "modelType": "dense",
      "architecture": "Qwen2ForCausalLM",
      "parameters": "8B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 15.27,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 29.27,
      "aggregateDecodeTokS": 608.37,
      "perRequestDecodeTokS": 29.27,
      "ttftMs": 262.34,
      "acceptanceRate": null,
      "energyJoules": 985.415,
      "avgPowerWatts": 147.9,
      "joulesPerToken": 7.6986,
      "vramUsedGiB": 30.51,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 29.27,
          "perRequestTokS": 29.27,
          "ttftMs": 262.34,
          "energyJoules": 985.415,
          "avgPowerWatts": 147.9,
          "joulesPerToken": 7.6986
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 58.13,
          "perRequestTokS": 29.18,
          "ttftMs": 244.3,
          "energyJoules": 937.467,
          "avgPowerWatts": 167.4,
          "joulesPerToken": 3.662
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 110.07,
          "perRequestTokS": 27.68,
          "ttftMs": 375.74,
          "energyJoules": 1040.888,
          "avgPowerWatts": 168.26,
          "joulesPerToken": 2.033
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 194.47,
          "perRequestTokS": 24.47,
          "ttftMs": 567.02,
          "energyJoules": 1212.124,
          "avgPowerWatts": 179.33,
          "joulesPerToken": 1.1837
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 318.9,
          "perRequestTokS": 20.2,
          "ttftMs": 1009.87,
          "energyJoules": 1552.888,
          "avgPowerWatts": 186.73,
          "joulesPerToken": 0.7582
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 448.66,
          "perRequestTokS": 15.42,
          "ttftMs": 1824.09,
          "energyJoules": 2222.445,
          "avgPowerWatts": 199.45,
          "joulesPerToken": 0.5426
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 542.47,
          "perRequestTokS": 9.8,
          "ttftMs": 2989.67,
          "energyJoules": 3529.733,
          "avgPowerWatts": 207.52,
          "joulesPerToken": 0.4309
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 608.37,
          "perRequestTokS": 5.6,
          "ttftMs": 4887.39,
          "energyJoules": 6150.978,
          "avgPowerWatts": 212.47,
          "joulesPerToken": 0.3754
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 0,
          "perRequestTokS": 0,
          "ttftMs": 0,
          "energyJoules": 3755.499,
          "avgPowerWatts": 179.06,
          "joulesPerToken": 0.1146
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:14:02.163664+00:00",
      "notes": null,
      "run_key": "Qwen3-8B-BF16-sglang-xpu-tp1-baseline",
      "run_id": "Qwen3-8B-BF16-sglang-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3-8B-AWQ-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3-8B-AWQ",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "8B",
      "quantFormat": "AWQ",
      "quantBits": 4,
      "checkpointDiskGiB": 5.69,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 61.71,
      "aggregateDecodeTokS": 619.51,
      "perRequestDecodeTokS": 61.71,
      "ttftMs": 166.68,
      "acceptanceRate": null,
      "energyJoules": 522.538,
      "avgPowerWatts": 129.16,
      "joulesPerToken": 4.0823,
      "vramUsedGiB": 30.87,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 61.71,
          "perRequestTokS": 61.71,
          "ttftMs": 166.68,
          "energyJoules": 522.538,
          "avgPowerWatts": 129.16,
          "joulesPerToken": 4.0823
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 122.94,
          "perRequestTokS": 61.74,
          "ttftMs": 232.52,
          "energyJoules": 497.768,
          "avgPowerWatts": 143.23,
          "joulesPerToken": 1.9444
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 216.27,
          "perRequestTokS": 54.39,
          "ttftMs": 454.75,
          "energyJoules": 605.577,
          "avgPowerWatts": 147.13,
          "joulesPerToken": 1.1828
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 347.82,
          "perRequestTokS": 43.79,
          "ttftMs": 586.13,
          "energyJoules": 760.521,
          "avgPowerWatts": 165.23,
          "joulesPerToken": 0.7427
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 503.33,
          "perRequestTokS": 32.08,
          "ttftMs": 1096.2,
          "energyJoules": 1093.939,
          "avgPowerWatts": 175.2,
          "joulesPerToken": 0.5341
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 587.06,
          "perRequestTokS": 20.97,
          "ttftMs": 1924.57,
          "energyJoules": 1802.773,
          "avgPowerWatts": 197.26,
          "joulesPerToken": 0.4401
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 619.51,
          "perRequestTokS": 11.59,
          "ttftMs": 3165.65,
          "energyJoules": 2990.972,
          "avgPowerWatts": 195.81,
          "joulesPerToken": 0.3651
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 611.88,
          "perRequestTokS": 5.7,
          "ttftMs": 5175.3,
          "energyJoules": 5556.234,
          "avgPowerWatts": 186.18,
          "joulesPerToken": 0.3391
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 0,
          "perRequestTokS": 0,
          "ttftMs": 0,
          "energyJoules": 3972.36,
          "avgPowerWatts": 157.34,
          "joulesPerToken": 0.1212
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:14:57.811802+00:00",
      "notes": null,
      "run_key": "Qwen3-8B-AWQ-sglang-xpu-tp1-baseline",
      "run_id": "Qwen3-8B-AWQ-sglang-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-14B-Instruct-AWQ-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-14B-Instruct-AWQ",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "14B",
      "quantFormat": "AWQ",
      "quantBits": 4,
      "checkpointDiskGiB": 9.31,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 40.7,
      "aggregateDecodeTokS": 450.83,
      "perRequestDecodeTokS": 40.7,
      "ttftMs": 203.15,
      "acceptanceRate": null,
      "energyJoules": 841.543,
      "avgPowerWatts": 133.56,
      "joulesPerToken": 6.5746,
      "vramUsedGiB": 30.92,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 40.7,
          "perRequestTokS": 40.7,
          "ttftMs": 203.15,
          "energyJoules": 841.543,
          "avgPowerWatts": 133.56,
          "joulesPerToken": 6.5746
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 81.76,
          "perRequestTokS": 41.04,
          "ttftMs": 338.51,
          "energyJoules": 772.925,
          "avgPowerWatts": 166.08,
          "joulesPerToken": 3.0192
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 144.96,
          "perRequestTokS": 36.96,
          "ttftMs": 638.8,
          "energyJoules": 901.221,
          "avgPowerWatts": 172.43,
          "joulesPerToken": 1.7602
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 230.25,
          "perRequestTokS": 31.54,
          "ttftMs": 904.83,
          "energyJoules": 1282.198,
          "avgPowerWatts": 137.93,
          "joulesPerToken": 1.2521
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 356.13,
          "perRequestTokS": 22.86,
          "ttftMs": 1743.83,
          "energyJoules": 1671.307,
          "avgPowerWatts": 193.09,
          "joulesPerToken": 0.8161
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 432.81,
          "perRequestTokS": 15.85,
          "ttftMs": 3180.87,
          "energyJoules": 2741.628,
          "avgPowerWatts": 202.49,
          "joulesPerToken": 0.6693
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 450.83,
          "perRequestTokS": 9.03,
          "ttftMs": 5190.35,
          "energyJoules": 4322.1,
          "avgPowerWatts": 204.59,
          "joulesPerToken": 0.5276
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 0,
          "perRequestTokS": 0,
          "ttftMs": 0,
          "energyJoules": 3031.511,
          "avgPowerWatts": 164.06,
          "joulesPerToken": 0.185
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:17:26.856446+00:00",
      "notes": null,
      "run_key": "Qwen2.5-14B-Instruct-AWQ-sglang-xpu-tp1-baseline",
      "run_id": "Qwen2.5-14B-Instruct-AWQ-sglang-xpu-tp1-baseline"
    },
    {
      "id": "phi-4-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "phi-4",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "unknown",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 74.66,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 18.31,
      "aggregateDecodeTokS": 252.57,
      "perRequestDecodeTokS": 18.31,
      "ttftMs": 227.05,
      "acceptanceRate": null,
      "energyJoules": 1649.04,
      "avgPowerWatts": 151.6,
      "joulesPerToken": 12.8831,
      "vramUsedGiB": 30.39,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 18.31,
          "perRequestTokS": 18.31,
          "ttftMs": 227.05,
          "energyJoules": 1649.04,
          "avgPowerWatts": 151.6,
          "joulesPerToken": 12.8831
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 35.95,
          "perRequestTokS": 17.97,
          "ttftMs": 371.33,
          "energyJoules": 1570.609,
          "avgPowerWatts": 178.2,
          "joulesPerToken": 6.1352
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 67.99,
          "perRequestTokS": 17.17,
          "ttftMs": 418.59,
          "energyJoules": 1693.517,
          "avgPowerWatts": 180.24,
          "joulesPerToken": 3.3077
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 123.92,
          "perRequestTokS": 15.76,
          "ttftMs": 731.11,
          "energyJoules": 1919.191,
          "avgPowerWatts": 189.48,
          "joulesPerToken": 1.8742
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 218.2,
          "perRequestTokS": 13.7,
          "ttftMs": 1929.57,
          "energyJoules": 2418.31,
          "avgPowerWatts": 194.67,
          "joulesPerToken": 1.1808
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 199.84,
          "perRequestTokS": 11.27,
          "ttftMs": 3054.81,
          "energyJoules": 4788.954,
          "avgPowerWatts": 204.42,
          "joulesPerToken": 1.1692
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 229.16,
          "perRequestTokS": 11.06,
          "ttftMs": 11052.37,
          "energyJoules": 8146.45,
          "avgPowerWatts": 214.44,
          "joulesPerToken": 0.9944
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 249.55,
          "perRequestTokS": 10.81,
          "ttftMs": 26579.17,
          "energyJoules": 14823.068,
          "avgPowerWatts": 219.81,
          "joulesPerToken": 0.9047
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 243.89,
          "perRequestTokS": 10.5,
          "ttftMs": 57500.05,
          "energyJoules": 29667.65,
          "avgPowerWatts": 221.26,
          "joulesPerToken": 0.9054
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 249.96,
          "perRequestTokS": 10.41,
          "ttftMs": 120216.39,
          "energyJoules": 58096.605,
          "avgPowerWatts": 222.95,
          "joulesPerToken": 0.8865
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 252.57,
          "perRequestTokS": 10.38,
          "ttftMs": 245118.14,
          "energyJoules": 114111.492,
          "avgPowerWatts": 223.5,
          "joulesPerToken": 0.8706
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:18:04.386478+00:00",
      "notes": null,
      "run_key": "phi-4-sglang-xpu-tp1-baseline",
      "run_id": "phi-4-sglang-xpu-tp1-baseline"
    },
    {
      "id": "DeepSeek-R1-Distill-Qwen-14B-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "DeepSeek-R1-Distill-Qwen-14B",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "14B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 36.69,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 17.34,
      "aggregateDecodeTokS": 224.03,
      "perRequestDecodeTokS": 17.34,
      "ttftMs": 296.28,
      "acceptanceRate": null,
      "energyJoules": 1667.593,
      "avgPowerWatts": 161.51,
      "joulesPerToken": 13.0281,
      "vramUsedGiB": 30.41,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 17.34,
          "perRequestTokS": 17.34,
          "ttftMs": 296.28,
          "energyJoules": 1667.593,
          "avgPowerWatts": 161.51,
          "joulesPerToken": 13.0281
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 34.49,
          "perRequestTokS": 17.31,
          "ttftMs": 383.6,
          "energyJoules": 1628.778,
          "avgPowerWatts": 177.66,
          "joulesPerToken": 6.3624
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 65.41,
          "perRequestTokS": 16.45,
          "ttftMs": 617.17,
          "energyJoules": 1759.458,
          "avgPowerWatts": 184.93,
          "joulesPerToken": 3.4364
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 120.4,
          "perRequestTokS": 15.15,
          "ttftMs": 991.11,
          "energyJoules": 2036.001,
          "avgPowerWatts": 189.61,
          "joulesPerToken": 1.9883
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 208.98,
          "perRequestTokS": 13.16,
          "ttftMs": 1669.06,
          "energyJoules": 2525.928,
          "avgPowerWatts": 201.67,
          "joulesPerToken": 1.2334
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 189.08,
          "perRequestTokS": 12.07,
          "ttftMs": 5162.79,
          "energyJoules": 5091.569,
          "avgPowerWatts": 209.57,
          "joulesPerToken": 1.2431
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 219.69,
          "perRequestTokS": 11.62,
          "ttftMs": 13909.37,
          "energyJoules": 8637.761,
          "avgPowerWatts": 217.2,
          "joulesPerToken": 1.0544
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 215.4,
          "perRequestTokS": 11.51,
          "ttftMs": 31651.94,
          "energyJoules": 17305.134,
          "avgPowerWatts": 220.87,
          "joulesPerToken": 1.0562
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 224.03,
          "perRequestTokS": 11.3,
          "ttftMs": 67641.81,
          "energyJoules": 33157.901,
          "avgPowerWatts": 224.08,
          "joulesPerToken": 1.0119
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 222.76,
          "perRequestTokS": 11.28,
          "ttftMs": 139814.48,
          "energyJoules": 66377.938,
          "avgPowerWatts": 225.14,
          "joulesPerToken": 1.0128
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 221.48,
          "perRequestTokS": 11.32,
          "ttftMs": 281766.24,
          "energyJoules": 131994.666,
          "avgPowerWatts": 225.43,
          "joulesPerToken": 1.007
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:19:34.824992+00:00",
      "notes": null,
      "run_key": "DeepSeek-R1-Distill-Qwen-14B-sglang-xpu-tp1-baseline",
      "run_id": "DeepSeek-R1-Distill-Qwen-14B-sglang-xpu-tp1-baseline"
    },
    {
      "id": "Qwen2.5-14B-Instruct-sglang-xpu-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-14B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "14B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 74.57,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 17.23,
      "aggregateDecodeTokS": 236.66,
      "perRequestDecodeTokS": 17.23,
      "ttftMs": 301.1,
      "acceptanceRate": null,
      "energyJoules": 1645.913,
      "avgPowerWatts": 161.48,
      "joulesPerToken": 12.8587,
      "vramUsedGiB": 30.49,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 17.23,
          "perRequestTokS": 17.23,
          "ttftMs": 301.1,
          "energyJoules": 1645.913,
          "avgPowerWatts": 161.48,
          "joulesPerToken": 12.8587
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 24.51,
          "perRequestTokS": 17.6,
          "ttftMs": 384.54,
          "energyJoules": 1435.633,
          "avgPowerWatts": 176.41,
          "joulesPerToken": 5.6079
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 65.72,
          "perRequestTokS": 16.53,
          "ttftMs": 649.91,
          "energyJoules": 1723.009,
          "avgPowerWatts": 181.57,
          "joulesPerToken": 3.3653
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 115.5,
          "perRequestTokS": 15.24,
          "ttftMs": 944.46,
          "energyJoules": 1966.617,
          "avgPowerWatts": 189.53,
          "joulesPerToken": 1.9205
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 195.91,
          "perRequestTokS": 13.43,
          "ttftMs": 1622.89,
          "energyJoules": 2411.033,
          "avgPowerWatts": 197.2,
          "joulesPerToken": 1.1773
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 198.16,
          "perRequestTokS": 10.95,
          "ttftMs": 3658.39,
          "energyJoules": 4652.556,
          "avgPowerWatts": 205.46,
          "joulesPerToken": 1.1359
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 221.12,
          "perRequestTokS": 10.27,
          "ttftMs": 11174.46,
          "energyJoules": 7980.65,
          "avgPowerWatts": 211.77,
          "joulesPerToken": 0.9742
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 229.56,
          "perRequestTokS": 10.15,
          "ttftMs": 27231.26,
          "energyJoules": 15259.357,
          "avgPowerWatts": 216.61,
          "joulesPerToken": 0.9314
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 236.09,
          "perRequestTokS": 8.99,
          "ttftMs": 59229.02,
          "energyJoules": 29517.566,
          "avgPowerWatts": 219,
          "joulesPerToken": 0.9008
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 236.66,
          "perRequestTokS": 8.52,
          "ttftMs": 123725.92,
          "energyJoules": 58179.734,
          "avgPowerWatts": 219.86,
          "joulesPerToken": 0.8878
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 234.21,
          "perRequestTokS": 8.33,
          "ttftMs": 252440.13,
          "energyJoules": 116110.177,
          "avgPowerWatts": 219.86,
          "joulesPerToken": 0.8859
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:20:20.783200+00:00",
      "notes": null,
      "run_key": "Qwen2.5-14B-Instruct-sglang-xpu-tp1-baseline",
      "run_id": "Qwen2.5-14B-Instruct-sglang-xpu-tp1-baseline"
    },
    {
      "id": "Qwen3-0.6B-GGUF-llama.cpp-sycl-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3-0.6B-GGUF",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "0.6B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 0.45,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "llama.cpp-SYCL",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "Layer-Split-1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 337.9,
      "aggregateDecodeTokS": 899.69,
      "perRequestDecodeTokS": 337.9,
      "ttftMs": 36.76,
      "acceptanceRate": null,
      "energyJoules": 240.427,
      "avgPowerWatts": 66.31,
      "joulesPerToken": 1.8783,
      "vramUsedGiB": 2.49,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 337.9,
          "perRequestTokS": 337.9,
          "ttftMs": 36.76,
          "energyJoules": 240.427,
          "avgPowerWatts": 66.31,
          "joulesPerToken": 1.8783
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 613.72,
          "perRequestTokS": 307.04,
          "ttftMs": 43.77,
          "energyJoules": 226.099,
          "avgPowerWatts": 70.46,
          "joulesPerToken": 0.8832
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 899.69,
          "perRequestTokS": 225.04,
          "ttftMs": 50.61,
          "energyJoules": 278.72,
          "avgPowerWatts": 77.21,
          "joulesPerToken": 0.5444
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 740.7,
          "perRequestTokS": 218.89,
          "ttftMs": 467.24,
          "energyJoules": 418.577,
          "avgPowerWatts": 93.15,
          "joulesPerToken": 0.4088
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 681.98,
          "perRequestTokS": 223.58,
          "ttftMs": 1252.54,
          "energyJoules": 670.288,
          "avgPowerWatts": 112.49,
          "joulesPerToken": 0.3273
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 644.85,
          "perRequestTokS": 208.31,
          "ttftMs": 2926.8,
          "energyJoules": 1210.028,
          "avgPowerWatts": 130.59,
          "joulesPerToken": 0.2954
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 628.99,
          "perRequestTokS": 205.27,
          "ttftMs": 6264.19,
          "energyJoules": 2302.582,
          "avgPowerWatts": 143.37,
          "joulesPerToken": 0.2811
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 610.71,
          "perRequestTokS": 200.21,
          "ttftMs": 13181.65,
          "energyJoules": 4518.966,
          "avgPowerWatts": 152.29,
          "joulesPerToken": 0.2758
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 595.9,
          "perRequestTokS": 183.16,
          "ttftMs": 27431.59,
          "energyJoules": 9095.546,
          "avgPowerWatts": 157.51,
          "joulesPerToken": 0.2776
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 590.03,
          "perRequestTokS": 178.85,
          "ttftMs": 55982.71,
          "energyJoules": 18302.85,
          "avgPowerWatts": 161.16,
          "joulesPerToken": 0.2793
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 570.31,
          "perRequestTokS": 172.57,
          "ttftMs": 115761.22,
          "energyJoules": 36914.206,
          "avgPowerWatts": 160.83,
          "joulesPerToken": 0.2816
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:40:01.063576+00:00",
      "notes": null,
      "run_key": "Qwen3-0.6B-GGUF-llama.cpp-sycl-tp1-baseline",
      "run_id": "Qwen3-0.6B-GGUF-llama.cpp-sycl-tp1-baseline"
    },
    {
      "id": "Qwen2.5-0.5B-Instruct-GGUF-llama.cpp-sycl-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-0.5B-Instruct-GGUF",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "0.5B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 0.92,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "llama.cpp-SYCL",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "Layer-Split-1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 205.39,
      "aggregateDecodeTokS": 571.92,
      "perRequestDecodeTokS": 205.39,
      "ttftMs": 30.31,
      "acceptanceRate": null,
      "energyJoules": 240.38,
      "avgPowerWatts": 63.86,
      "joulesPerToken": 1.878,
      "vramUsedGiB": 0.95,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 205.39,
          "perRequestTokS": 205.39,
          "ttftMs": 30.31,
          "energyJoules": 240.38,
          "avgPowerWatts": 63.86,
          "joulesPerToken": 1.878
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 429.51,
          "perRequestTokS": 215.1,
          "ttftMs": 63.5,
          "energyJoules": 202.427,
          "avgPowerWatts": 59.47,
          "joulesPerToken": 0.7907
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 365.67,
          "perRequestTokS": 190.05,
          "ttftMs": 40.78,
          "energyJoules": 288.213,
          "avgPowerWatts": 77.78,
          "joulesPerToken": 0.5629
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 534.85,
          "perRequestTokS": 180.7,
          "ttftMs": 451.48,
          "energyJoules": 431.769,
          "avgPowerWatts": 92.99,
          "joulesPerToken": 0.4216
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 571.92,
          "perRequestTokS": 176.73,
          "ttftMs": 677.19,
          "energyJoules": 477.991,
          "avgPowerWatts": 99.28,
          "joulesPerToken": 0.2334
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 566.93,
          "perRequestTokS": 159.77,
          "ttftMs": 2490.61,
          "energyJoules": 1098.46,
          "avgPowerWatts": 125.49,
          "joulesPerToken": 0.2682
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 560.91,
          "perRequestTokS": 158.58,
          "ttftMs": 4695.07,
          "energyJoules": 1781.478,
          "avgPowerWatts": 136.2,
          "joulesPerToken": 0.2175
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 552.33,
          "perRequestTokS": 154.07,
          "ttftMs": 10086.89,
          "energyJoules": 3430.579,
          "avgPowerWatts": 144.8,
          "joulesPerToken": 0.2094
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 539.78,
          "perRequestTokS": 151.11,
          "ttftMs": 21803.75,
          "energyJoules": 7052.486,
          "avgPowerWatts": 150.14,
          "joulesPerToken": 0.2152
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 514.44,
          "perRequestTokS": 142.47,
          "ttftMs": 43860.78,
          "energyJoules": 13873.488,
          "avgPowerWatts": 151.27,
          "joulesPerToken": 0.2117
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 492.18,
          "perRequestTokS": 138.37,
          "ttftMs": 88159.53,
          "energyJoules": 26868.678,
          "avgPowerWatts": 150.66,
          "joulesPerToken": 0.205
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:40:01.192275+00:00",
      "notes": null,
      "run_key": "Qwen2.5-0.5B-Instruct-GGUF-llama.cpp-sycl-tp1-baseline",
      "run_id": "Qwen2.5-0.5B-Instruct-GGUF-llama.cpp-sycl-tp1-baseline"
    },
    {
      "id": "Qwen_Qwen3.5-0.8B-GGUF-llama.cpp-sycl-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen_Qwen3.5-0.8B-GGUF",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "0.8B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 1.27,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "llama.cpp-SYCL",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "Layer-Split-1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 293.68,
      "aggregateDecodeTokS": 624.84,
      "perRequestDecodeTokS": 293.68,
      "ttftMs": 40.88,
      "acceptanceRate": null,
      "energyJoules": 255.774,
      "avgPowerWatts": 65.1,
      "joulesPerToken": 1.9982,
      "vramUsedGiB": 1.43,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 293.68,
          "perRequestTokS": 293.68,
          "ttftMs": 40.88,
          "energyJoules": 255.774,
          "avgPowerWatts": 65.1,
          "joulesPerToken": 1.9982
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 446.76,
          "perRequestTokS": 223.47,
          "ttftMs": 91.37,
          "energyJoules": 257.912,
          "avgPowerWatts": 74.83,
          "joulesPerToken": 1.0075
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 624.84,
          "perRequestTokS": 156.4,
          "ttftMs": 83.6,
          "energyJoules": 327.056,
          "avgPowerWatts": 85.17,
          "joulesPerToken": 0.6388
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 583.04,
          "perRequestTokS": 156.92,
          "ttftMs": 540.48,
          "energyJoules": 508.549,
          "avgPowerWatts": 106.03,
          "joulesPerToken": 0.4966
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 562.63,
          "perRequestTokS": 157.13,
          "ttftMs": 1475.89,
          "energyJoules": 865.239,
          "avgPowerWatts": 129.96,
          "joulesPerToken": 0.4225
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 554.96,
          "perRequestTokS": 156.59,
          "ttftMs": 3335.82,
          "energyJoules": 1592.657,
          "avgPowerWatts": 150.38,
          "joulesPerToken": 0.3888
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 548.67,
          "perRequestTokS": 155.63,
          "ttftMs": 7087.22,
          "energyJoules": 3024.576,
          "avgPowerWatts": 171.17,
          "joulesPerToken": 0.3692
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 528.72,
          "perRequestTokS": 145.66,
          "ttftMs": 15102.26,
          "energyJoules": 6089.922,
          "avgPowerWatts": 181.23,
          "joulesPerToken": 0.3717
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 519.58,
          "perRequestTokS": 142.75,
          "ttftMs": 31266.58,
          "energyJoules": 12212.387,
          "avgPowerWatts": 186.56,
          "joulesPerToken": 0.3727
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 505.59,
          "perRequestTokS": 138.69,
          "ttftMs": 65134.22,
          "energyJoules": 24698.306,
          "avgPowerWatts": 187.77,
          "joulesPerToken": 0.3769
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 488.79,
          "perRequestTokS": 133.8,
          "ttftMs": 134680.61,
          "energyJoules": 49750.145,
          "avgPowerWatts": 186.27,
          "joulesPerToken": 0.3796
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:40:01.356751+00:00",
      "notes": null,
      "run_key": "Qwen_Qwen3.5-0.8B-GGUF-llama.cpp-sycl-tp1-baseline",
      "run_id": "Qwen_Qwen3.5-0.8B-GGUF-llama.cpp-sycl-tp1-baseline"
    },
    {
      "id": "Qwen2.5-3B-Instruct-GGUF-llama.cpp-sycl-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-3B-Instruct-GGUF",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "3B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 1.96,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "llama.cpp-SYCL",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "Layer-Split-1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 153.12,
      "aggregateDecodeTokS": 330.6,
      "perRequestDecodeTokS": 153.12,
      "ttftMs": 62.5,
      "acceptanceRate": null,
      "energyJoules": 391.954,
      "avgPowerWatts": 97.92,
      "joulesPerToken": 3.0621,
      "vramUsedGiB": 2.93,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 153.12,
          "perRequestTokS": 153.12,
          "ttftMs": 62.5,
          "energyJoules": 391.954,
          "avgPowerWatts": 97.92,
          "joulesPerToken": 3.0621
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 253.64,
          "perRequestTokS": 126.86,
          "ttftMs": 117.15,
          "energyJoules": 450.169,
          "avgPowerWatts": 108.69,
          "joulesPerToken": 1.7585
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 330.6,
          "perRequestTokS": 91.4,
          "ttftMs": 91.35,
          "energyJoules": 562.338,
          "avgPowerWatts": 123.9,
          "joulesPerToken": 1.0983
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 305.56,
          "perRequestTokS": 84.23,
          "ttftMs": 919.25,
          "energyJoules": 1023.128,
          "avgPowerWatts": 156.91,
          "joulesPerToken": 0.9991
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 286.18,
          "perRequestTokS": 84.01,
          "ttftMs": 2639.5,
          "energyJoules": 1823.697,
          "avgPowerWatts": 186.03,
          "joulesPerToken": 0.8905
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 277.9,
          "perRequestTokS": 75.09,
          "ttftMs": 6455.08,
          "energyJoules": 3728.822,
          "avgPowerWatts": 210.95,
          "joulesPerToken": 0.9104
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 277.31,
          "perRequestTokS": 76.41,
          "ttftMs": 13157.5,
          "energyJoules": 7122.389,
          "avgPowerWatts": 227.49,
          "joulesPerToken": 0.8694
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 270.52,
          "perRequestTokS": 73.08,
          "ttftMs": 26971.67,
          "energyJoules": 14183.262,
          "avgPowerWatts": 238.15,
          "joulesPerToken": 0.8657
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 267.11,
          "perRequestTokS": 71.57,
          "ttftMs": 57349.48,
          "energyJoules": 28892.276,
          "avgPowerWatts": 242.1,
          "joulesPerToken": 0.8817
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 264.28,
          "perRequestTokS": 70.46,
          "ttftMs": 119218.69,
          "energyJoules": 58554.67,
          "avgPowerWatts": 242.45,
          "joulesPerToken": 0.8935
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 258.35,
          "perRequestTokS": 68.89,
          "ttftMs": 242514.44,
          "energyJoules": 116697.108,
          "avgPowerWatts": 240.82,
          "joulesPerToken": 0.8903
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:46:29.139387+00:00",
      "notes": null,
      "run_key": "Qwen2.5-3B-Instruct-GGUF-llama.cpp-sycl-tp1-baseline",
      "run_id": "Qwen2.5-3B-Instruct-GGUF-llama.cpp-sycl-tp1-baseline"
    },
    {
      "id": "Qwen3-30B-A3B-GGUF-llama.cpp-sycl-tp1-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3-30B-A3B-GGUF",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "30B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 17.28,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "llama.cpp-SYCL",
      "engineVersion": "live",
      "gpus": 1,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "Layer-Split-1",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 116.33,
      "aggregateDecodeTokS": 126.49,
      "perRequestDecodeTokS": 116.33,
      "ttftMs": 685.51,
      "acceptanceRate": null,
      "energyJoules": 544.094,
      "avgPowerWatts": 114.1,
      "joulesPerToken": 4.2507,
      "vramUsedGiB": 19.43,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 116.33,
          "perRequestTokS": 116.33,
          "ttftMs": 685.51,
          "energyJoules": 544.094,
          "avgPowerWatts": 114.1,
          "joulesPerToken": 4.2507
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 98.5,
          "perRequestTokS": 49.25,
          "ttftMs": 295.34,
          "energyJoules": 682.454,
          "avgPowerWatts": 118.68,
          "joulesPerToken": 2.6658
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 126.49,
          "perRequestTokS": 31.63,
          "ttftMs": 413.46,
          "energyJoules": 997.499,
          "avgPowerWatts": 133.44,
          "joulesPerToken": 1.9482
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 116.44,
          "perRequestTokS": 31.58,
          "ttftMs": 2712.95,
          "energyJoules": 1886.589,
          "avgPowerWatts": 152.32,
          "joulesPerToken": 1.8424
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 110.37,
          "perRequestTokS": 31.31,
          "ttftMs": 7520.33,
          "energyJoules": 3685.596,
          "avgPowerWatts": 167.66,
          "joulesPerToken": 1.7996
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 106.53,
          "perRequestTokS": 30.29,
          "ttftMs": 17626.27,
          "energyJoules": 7478.519,
          "avgPowerWatts": 176.74,
          "joulesPerToken": 1.8258
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 104.94,
          "perRequestTokS": 30.08,
          "ttftMs": 37185.62,
          "energyJoules": 14882.065,
          "avgPowerWatts": 183.13,
          "joulesPerToken": 1.8167
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 104.39,
          "perRequestTokS": 30.06,
          "ttftMs": 76384.82,
          "energyJoules": 29663.436,
          "avgPowerWatts": 185.84,
          "joulesPerToken": 1.8105
        },
        {
          "concurrency": 256,
          "aggregateThroughputTokS": 103.35,
          "perRequestTokS": 29.77,
          "ttftMs": 156258.85,
          "energyJoules": 59729.126,
          "avgPowerWatts": 187.57,
          "joulesPerToken": 1.8228
        },
        {
          "concurrency": 512,
          "aggregateThroughputTokS": 120.78,
          "perRequestTokS": 33.66,
          "ttftMs": 58239.11,
          "energyJoules": 212926.863,
          "avgPowerWatts": 188.44,
          "joulesPerToken": 3.327
        },
        {
          "concurrency": 1024,
          "aggregateThroughputTokS": 57.93,
          "perRequestTokS": 18.46,
          "ttftMs": 32324.91,
          "energyJoules": 79049.785,
          "avgPowerWatts": 43.27,
          "joulesPerToken": 1.1188
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-08T15:49:22.649801+00:00",
      "notes": null,
      "run_key": "Qwen3-30B-A3B-GGUF-llama.cpp-sycl-tp1-baseline",
      "run_id": "Qwen3-30B-A3B-GGUF-llama.cpp-sycl-tp1-baseline"
    },
    {
      "id": "Qwen3.6-35B-A3B-FP8-vllm-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3.6-35B-A3B-FP8",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "35B",
      "quantFormat": "FP8",
      "quantBits": 8,
      "checkpointDiskGiB": 34.92,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 17.58,
      "aggregateDecodeTokS": 1291.78,
      "perRequestDecodeTokS": 17.58,
      "ttftMs": 92.91,
      "acceptanceRate": null,
      "energyJoules": 1837.707,
      "avgPowerWatts": 171.37,
      "joulesPerToken": 14.3571,
      "vramUsedGiB": 58.88,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 17.58,
          "perRequestTokS": 17.58,
          "ttftMs": 92.91,
          "energyJoules": 1837.707,
          "avgPowerWatts": 171.37,
          "joulesPerToken": 14.3571
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 39.86,
          "perRequestTokS": 20.12,
          "ttftMs": 108.02,
          "energyJoules": 1564.762,
          "avgPowerWatts": 209.11,
          "joulesPerToken": 6.1124
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 74.81,
          "perRequestTokS": 19.66,
          "ttftMs": 371.8,
          "energyJoules": 1716.663,
          "avgPowerWatts": 218.1,
          "joulesPerToken": 3.3529
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 151.75,
          "perRequestTokS": 19.55,
          "ttftMs": 259.02,
          "energyJoules": 1832.548,
          "avgPowerWatts": 236.26,
          "joulesPerToken": 1.7896
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 287.32,
          "perRequestTokS": 18.62,
          "ttftMs": 318.4,
          "energyJoules": 2110.224,
          "avgPowerWatts": 259.08,
          "joulesPerToken": 1.0304
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 520.11,
          "perRequestTokS": 17.23,
          "ttftMs": 439.27,
          "energyJoules": 2619.737,
          "avgPowerWatts": 295.55,
          "joulesPerToken": 0.6396
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 869.91,
          "perRequestTokS": 14.76,
          "ttftMs": 677.75,
          "energyJoules": 3531.223,
          "avgPowerWatts": 338.55,
          "joulesPerToken": 0.4311
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 1291.78,
          "perRequestTokS": 11.35,
          "ttftMs": 1194.15,
          "energyJoules": 5233.587,
          "avgPowerWatts": 381.51,
          "joulesPerToken": 0.3194
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T11:20:52.784063+00:00",
      "notes": null,
      "run_key": "Qwen3.6-35B-A3B-FP8-vllm-xpu-tp2-baseline",
      "run_id": "Qwen3.6-35B-A3B-FP8-vllm-xpu-tp2-baseline"
    },
    {
      "id": "Qwen3.8-27B-FP8-vllm-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3.8-27B-FP8",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "27B",
      "quantFormat": "FP8",
      "quantBits": 8,
      "checkpointDiskGiB": 29.4,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 13.84,
      "aggregateDecodeTokS": 493.96,
      "perRequestDecodeTokS": 13.84,
      "ttftMs": 278.59,
      "acceptanceRate": null,
      "energyJoules": 4032.959,
      "avgPowerWatts": 350.05,
      "joulesPerToken": 31.5075,
      "vramUsedGiB": 58.96,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 13.84,
          "perRequestTokS": 13.84,
          "ttftMs": 278.59,
          "energyJoules": 4032.959,
          "avgPowerWatts": 350.05,
          "joulesPerToken": 31.5075
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 28.08,
          "perRequestTokS": 14.2,
          "ttftMs": 206.31,
          "energyJoules": 4023.939,
          "avgPowerWatts": 390.94,
          "joulesPerToken": 15.7185
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 54.19,
          "perRequestTokS": 14.07,
          "ttftMs": 447.32,
          "energyJoules": 4225.272,
          "avgPowerWatts": 398.5,
          "joulesPerToken": 8.2525
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 102.81,
          "perRequestTokS": 13.81,
          "ttftMs": 777.79,
          "energyJoules": 4541.779,
          "avgPowerWatts": 408.16,
          "joulesPerToken": 4.4353
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 194.23,
          "perRequestTokS": 13.5,
          "ttftMs": 1176.54,
          "energyJoules": 5185.173,
          "avgPowerWatts": 442.93,
          "joulesPerToken": 2.5318
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 327.98,
          "perRequestTokS": 11.86,
          "ttftMs": 1688.08,
          "energyJoules": 6510.534,
          "avgPowerWatts": 477.45,
          "joulesPerToken": 1.5895
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 493.96,
          "perRequestTokS": 9.39,
          "ttftMs": 2797.56,
          "energyJoules": 9221.354,
          "avgPowerWatts": 519.04,
          "joulesPerToken": 1.1257
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 452.31,
          "perRequestTokS": 7.02,
          "ttftMs": 7908.58,
          "energyJoules": 19926.235,
          "avgPowerWatts": 535.78,
          "joulesPerToken": 1.2162
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T11:25:06.323032+00:00",
      "notes": null,
      "run_key": "Qwen3.8-27B-FP8-vllm-xpu-tp2-baseline",
      "run_id": "Qwen3.8-27B-FP8-vllm-xpu-tp2-baseline"
    },
    {
      "id": "gemma-4-26B-A4B-it-FP8-Dynamic-vllm-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "gemma-4-26B-A4B-it-FP8-Dynamic",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "26B",
      "quantFormat": "FP8",
      "quantBits": 8,
      "checkpointDiskGiB": 26.7,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 8.7,
      "aggregateDecodeTokS": 314.45,
      "perRequestDecodeTokS": 8.7,
      "ttftMs": 1400.93,
      "acceptanceRate": null,
      "energyJoules": 3983.094,
      "avgPowerWatts": 124.94,
      "joulesPerToken": 31.1179,
      "vramUsedGiB": 60.24,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 8.7,
          "perRequestTokS": 8.7,
          "ttftMs": 1400.93,
          "energyJoules": 3983.094,
          "avgPowerWatts": 124.94,
          "joulesPerToken": 31.1179
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 28.25,
          "perRequestTokS": 14.97,
          "ttftMs": 648.91,
          "energyJoules": 2564.676,
          "avgPowerWatts": 164.07,
          "joulesPerToken": 10.0183
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 57.24,
          "perRequestTokS": 16.19,
          "ttftMs": 619.53,
          "energyJoules": 2486.93,
          "avgPowerWatts": 240.92,
          "joulesPerToken": 4.8573
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 79.75,
          "perRequestTokS": 12.86,
          "ttftMs": 2019.24,
          "energyJoules": 3195.813,
          "avgPowerWatts": 238.33,
          "joulesPerToken": 3.1209
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 143.33,
          "perRequestTokS": 10.46,
          "ttftMs": 1857.84,
          "energyJoules": 4146.034,
          "avgPowerWatts": 270.27,
          "joulesPerToken": 2.0244
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 244.56,
          "perRequestTokS": 8.47,
          "ttftMs": 1746.79,
          "energyJoules": 5582.024,
          "avgPowerWatts": 306.76,
          "joulesPerToken": 1.3628
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 314.45,
          "perRequestTokS": 5.62,
          "ttftMs": 2762.12,
          "energyJoules": 9259.016,
          "avgPowerWatts": 342.38,
          "joulesPerToken": 1.1303
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 147.53,
          "perRequestTokS": 1.29,
          "ttftMs": 4859.36,
          "energyJoules": 28159.107,
          "avgPowerWatts": 260.74,
          "joulesPerToken": 1.7187
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T11:30:35.445121+00:00",
      "notes": null,
      "run_key": "gemma-4-26B-A4B-it-FP8-Dynamic-vllm-xpu-tp2-baseline",
      "run_id": "gemma-4-26B-A4B-it-FP8-Dynamic-vllm-xpu-tp2-baseline"
    },
    {
      "id": "gemma-4-31B-it-FP8-Dynamic-vllm-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "gemma-4-31B-it-FP8-Dynamic",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "31B",
      "quantFormat": "FP8",
      "quantBits": 8,
      "checkpointDiskGiB": 31.01,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 16.01,
      "aggregateDecodeTokS": 376.52,
      "perRequestDecodeTokS": 16.01,
      "ttftMs": 433.37,
      "acceptanceRate": null,
      "energyJoules": 584.324,
      "avgPowerWatts": 169.38,
      "joulesPerToken": 4.565,
      "vramUsedGiB": 62.12,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 16.01,
          "perRequestTokS": 16.01,
          "ttftMs": 433.37,
          "energyJoules": 584.324,
          "avgPowerWatts": 169.38,
          "joulesPerToken": 4.565
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 30.95,
          "perRequestTokS": 16.3,
          "ttftMs": 469.98,
          "energyJoules": 2792.834,
          "avgPowerWatts": 289.26,
          "joulesPerToken": 10.9095
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 56.82,
          "perRequestTokS": 16.3,
          "ttftMs": 271.2,
          "energyJoules": 3002.547,
          "avgPowerWatts": 318.82,
          "joulesPerToken": 5.8643
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 87.32,
          "perRequestTokS": 14.13,
          "ttftMs": 1188.92,
          "energyJoules": 3567.613,
          "avgPowerWatts": 307.51,
          "joulesPerToken": 3.484
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 141.04,
          "perRequestTokS": 10.39,
          "ttftMs": 844.13,
          "energyJoules": 4671.957,
          "avgPowerWatts": 329.42,
          "joulesPerToken": 2.2812
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 279.22,
          "perRequestTokS": 11.29,
          "ttftMs": 1217.39,
          "energyJoules": 5443.701,
          "avgPowerWatts": 408.08,
          "joulesPerToken": 1.329
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 355.14,
          "perRequestTokS": 7.62,
          "ttftMs": 2031.77,
          "energyJoules": 8772.072,
          "avgPowerWatts": 457.1,
          "joulesPerToken": 1.0708
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 376.52,
          "perRequestTokS": 4.17,
          "ttftMs": 3633.58,
          "energyJoules": 17183.005,
          "avgPowerWatts": 452.38,
          "joulesPerToken": 1.0488
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T11:37:38.405993+00:00",
      "notes": null,
      "run_key": "gemma-4-31B-it-FP8-Dynamic-vllm-xpu-tp2-baseline",
      "run_id": "gemma-4-31B-it-FP8-Dynamic-vllm-xpu-tp2-baseline"
    },
    {
      "id": "phi-4-vllm-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "phi-4",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "14B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 74.66,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 24.35,
      "aggregateDecodeTokS": 1704.65,
      "perRequestDecodeTokS": 24.35,
      "ttftMs": 248.22,
      "acceptanceRate": null,
      "energyJoules": 1872.507,
      "avgPowerWatts": 280.62,
      "joulesPerToken": 14.629,
      "vramUsedGiB": 59.46,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 24.35,
          "perRequestTokS": 24.35,
          "ttftMs": 248.22,
          "energyJoules": 1872.507,
          "avgPowerWatts": 280.62,
          "joulesPerToken": 14.629
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 48.45,
          "perRequestTokS": 24.64,
          "ttftMs": 152.04,
          "energyJoules": 1843.56,
          "avgPowerWatts": 299.55,
          "joulesPerToken": 7.2014
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 96.2,
          "perRequestTokS": 24.56,
          "ttftMs": 147.97,
          "energyJoules": 1886.105,
          "avgPowerWatts": 307.11,
          "joulesPerToken": 3.6838
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 187.18,
          "perRequestTokS": 24.34,
          "ttftMs": 261.15,
          "energyJoules": 1998.786,
          "avgPowerWatts": 316.92,
          "joulesPerToken": 1.9519
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 360.01,
          "perRequestTokS": 24.06,
          "ttftMs": 377.05,
          "energyJoules": 2188.127,
          "avgPowerWatts": 338.37,
          "joulesPerToken": 1.0684
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 669.54,
          "perRequestTokS": 22.82,
          "ttftMs": 541.16,
          "energyJoules": 2636.565,
          "avgPowerWatts": 379.1,
          "joulesPerToken": 0.6437
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1092.15,
          "perRequestTokS": 19.45,
          "ttftMs": 854.73,
          "energyJoules": 3414.75,
          "avgPowerWatts": 411.34,
          "joulesPerToken": 0.4168
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 1704.65,
          "perRequestTokS": 16.31,
          "ttftMs": 1472.26,
          "energyJoules": 4812.936,
          "avgPowerWatts": 467.34,
          "joulesPerToken": 0.2938
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T11:41:46.334065+00:00",
      "notes": null,
      "run_key": "phi-4-vllm-xpu-tp2-baseline",
      "run_id": "phi-4-vllm-xpu-tp2-baseline"
    },
    {
      "id": "Qwen2.5-14B-Instruct-vllm-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-14B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "14B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 74.57,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 20.98,
      "aggregateDecodeTokS": 1522.92,
      "perRequestDecodeTokS": 20.98,
      "ttftMs": 253.43,
      "acceptanceRate": null,
      "energyJoules": 2003.134,
      "avgPowerWatts": 270.38,
      "joulesPerToken": 15.6495,
      "vramUsedGiB": 59.34,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 20.98,
          "perRequestTokS": 20.98,
          "ttftMs": 253.43,
          "energyJoules": 2003.134,
          "avgPowerWatts": 270.38,
          "joulesPerToken": 15.6495
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 41.05,
          "perRequestTokS": 20.99,
          "ttftMs": 153.7,
          "energyJoules": 2008.255,
          "avgPowerWatts": 280.47,
          "joulesPerToken": 7.8447
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 78.72,
          "perRequestTokS": 20.99,
          "ttftMs": 204.25,
          "energyJoules": 2060.51,
          "avgPowerWatts": 288.82,
          "joulesPerToken": 4.0244
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 133.07,
          "perRequestTokS": 20.25,
          "ttftMs": 1055.77,
          "energyJoules": 2251.369,
          "avgPowerWatts": 275.55,
          "joulesPerToken": 2.1986
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 290.88,
          "perRequestTokS": 20.61,
          "ttftMs": 386.23,
          "energyJoules": 2347.214,
          "avgPowerWatts": 314.86,
          "joulesPerToken": 1.1461
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 552.91,
          "perRequestTokS": 19.69,
          "ttftMs": 551.74,
          "energyJoules": 2767.847,
          "avgPowerWatts": 349.51,
          "joulesPerToken": 0.6757
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 935.08,
          "perRequestTokS": 17.01,
          "ttftMs": 864.55,
          "energyJoules": 3561.321,
          "avgPowerWatts": 382.73,
          "joulesPerToken": 0.4347
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 1522.92,
          "perRequestTokS": 14.75,
          "ttftMs": 1499.44,
          "energyJoules": 4972.615,
          "avgPowerWatts": 442.22,
          "joulesPerToken": 0.3035
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T11:44:50.058348+00:00",
      "notes": null,
      "run_key": "Qwen2.5-14B-Instruct-vllm-xpu-tp2-baseline",
      "run_id": "Qwen2.5-14B-Instruct-vllm-xpu-tp2-baseline"
    },
    {
      "id": "DeepSeek-R1-Distill-Qwen-14B-vllm-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "DeepSeek-R1-Distill-Qwen-14B",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "14B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 36.69,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 21.54,
      "aggregateDecodeTokS": 1609.25,
      "perRequestDecodeTokS": 21.54,
      "ttftMs": 253.43,
      "acceptanceRate": null,
      "energyJoules": 1949.749,
      "avgPowerWatts": 273.21,
      "joulesPerToken": 15.2324,
      "vramUsedGiB": 59.39,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 21.54,
          "perRequestTokS": 21.54,
          "ttftMs": 253.43,
          "energyJoules": 1949.749,
          "avgPowerWatts": 273.21,
          "joulesPerToken": 15.2324
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 40.74,
          "perRequestTokS": 21.11,
          "ttftMs": 233.2,
          "energyJoules": 2011.682,
          "avgPowerWatts": 279.53,
          "joulesPerToken": 7.8581
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 83.76,
          "perRequestTokS": 21.47,
          "ttftMs": 192.69,
          "energyJoules": 2026.755,
          "avgPowerWatts": 290.18,
          "joulesPerToken": 3.9585
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 121.85,
          "perRequestTokS": 20.79,
          "ttftMs": 2206.53,
          "energyJoules": 2333.89,
          "avgPowerWatts": 251.24,
          "joulesPerToken": 2.2792
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 305.99,
          "perRequestTokS": 21.15,
          "ttftMs": 691.33,
          "energyJoules": 2337.793,
          "avgPowerWatts": 307.93,
          "joulesPerToken": 1.1415
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 597.97,
          "perRequestTokS": 20.21,
          "ttftMs": 549.31,
          "energyJoules": 2755.391,
          "avgPowerWatts": 353.83,
          "joulesPerToken": 0.6727
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 991.34,
          "perRequestTokS": 17.36,
          "ttftMs": 864.4,
          "energyJoules": 3544.956,
          "avgPowerWatts": 387.97,
          "joulesPerToken": 0.4327
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 1609.25,
          "perRequestTokS": 15.11,
          "ttftMs": 1486.45,
          "energyJoules": 4928,
          "avgPowerWatts": 445.6,
          "joulesPerToken": 0.3008
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T11:47:59.954076+00:00",
      "notes": null,
      "run_key": "DeepSeek-R1-Distill-Qwen-14B-vllm-xpu-tp2-baseline",
      "run_id": "DeepSeek-R1-Distill-Qwen-14B-vllm-xpu-tp2-baseline"
    },
    {
      "id": "Qwen3.6-27B-int4-AutoRound-vllm-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3.6-27B-int4-AutoRound",
      "modelType": "dense",
      "architecture": "Qwen2ForCausalLM",
      "parameters": "27B",
      "quantFormat": "GPTQ",
      "quantBits": 4,
      "checkpointDiskGiB": 17.71,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 18.33,
      "aggregateDecodeTokS": 503.06,
      "perRequestDecodeTokS": 18.33,
      "ttftMs": 319.08,
      "acceptanceRate": null,
      "energyJoules": 2483.845,
      "avgPowerWatts": 264.31,
      "joulesPerToken": 19.405,
      "vramUsedGiB": 57.99,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 18.33,
          "perRequestTokS": 18.33,
          "ttftMs": 319.08,
          "energyJoules": 2483.845,
          "avgPowerWatts": 264.31,
          "joulesPerToken": 19.405
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 14.68,
          "perRequestTokS": 7.41,
          "ttftMs": 294.82,
          "energyJoules": 7197.355,
          "avgPowerWatts": 384.2,
          "joulesPerToken": 28.1147
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 28.51,
          "perRequestTokS": 7.29,
          "ttftMs": 487.2,
          "energyJoules": 7502.059,
          "avgPowerWatts": 389.13,
          "joulesPerToken": 14.6525
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 55.8,
          "perRequestTokS": 7.15,
          "ttftMs": 655.44,
          "energyJoules": 7871.025,
          "avgPowerWatts": 398.4,
          "joulesPerToken": 7.6865
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 107.67,
          "perRequestTokS": 6.99,
          "ttftMs": 853.55,
          "energyJoules": 8641.838,
          "avgPowerWatts": 424.55,
          "joulesPerToken": 4.2196
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 193.76,
          "perRequestTokS": 6.41,
          "ttftMs": 1226.19,
          "energyJoules": 9380.439,
          "avgPowerWatts": 418.16,
          "joulesPerToken": 2.2901
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 323.93,
          "perRequestTokS": 5.54,
          "ttftMs": 1972.01,
          "energyJoules": 11882.97,
          "avgPowerWatts": 446.97,
          "joulesPerToken": 1.4506
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 503.06,
          "perRequestTokS": 4.51,
          "ttftMs": 3513.57,
          "energyJoules": 16640.582,
          "avgPowerWatts": 491.96,
          "joulesPerToken": 1.0157
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T11:59:20.383218+00:00",
      "notes": null,
      "run_key": "Qwen3.6-27B-int4-AutoRound-vllm-xpu-tp2-baseline",
      "run_id": "Qwen3.6-27B-int4-AutoRound-vllm-xpu-tp2-baseline"
    },
    {
      "id": "Qwen3.8-27B-INT4-W4A16-AutoRound-vllm-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3.8-27B-INT4-W4A16-AutoRound",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "27B",
      "quantFormat": "INT4",
      "quantBits": 4,
      "checkpointDiskGiB": 26.39,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 18.3,
      "aggregateDecodeTokS": 356.13,
      "perRequestDecodeTokS": 18.3,
      "ttftMs": 379.19,
      "acceptanceRate": null,
      "energyJoules": 2641.586,
      "avgPowerWatts": 272.05,
      "joulesPerToken": 20.6374,
      "vramUsedGiB": 58.76,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 18.3,
          "perRequestTokS": 18.3,
          "ttftMs": 379.19,
          "energyJoules": 2641.586,
          "avgPowerWatts": 272.05,
          "joulesPerToken": 20.6374
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 16.17,
          "perRequestTokS": 8.15,
          "ttftMs": 261.68,
          "energyJoules": 6455.226,
          "avgPowerWatts": 370.47,
          "joulesPerToken": 25.2157
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 31.73,
          "perRequestTokS": 8.13,
          "ttftMs": 481.05,
          "energyJoules": 6667.636,
          "avgPowerWatts": 378.61,
          "joulesPerToken": 13.0227
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 62.35,
          "perRequestTokS": 8.02,
          "ttftMs": 596.63,
          "energyJoules": 6987.297,
          "avgPowerWatts": 390.1,
          "joulesPerToken": 6.8235
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 119.07,
          "perRequestTokS": 7.75,
          "ttftMs": 843.5,
          "energyJoules": 7745.96,
          "avgPowerWatts": 414.42,
          "joulesPerToken": 3.7822
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 209.73,
          "perRequestTokS": 6.96,
          "ttftMs": 1172.13,
          "energyJoules": 8619.148,
          "avgPowerWatts": 410.9,
          "joulesPerToken": 2.1043
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 348.49,
          "perRequestTokS": 5.97,
          "ttftMs": 1892.63,
          "energyJoules": 10933.57,
          "avgPowerWatts": 438.42,
          "joulesPerToken": 1.3347
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 356.13,
          "perRequestTokS": 5.34,
          "ttftMs": 6887.42,
          "energyJoules": 21466.545,
          "avgPowerWatts": 453.97,
          "joulesPerToken": 1.3102
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T07:42:54.225990+00:00",
      "notes": null,
      "run_key": "Qwen3.8-27B-INT4-W4A16-AutoRound-vllm-xpu-tp2-baseline",
      "run_id": "Qwen3.8-27B-INT4-W4A16-AutoRound-vllm-xpu-tp2-baseline"
    },
    {
      "id": "Gemma-4-31B-it-AutoRound-Int4-vllm-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Gemma-4-31B-it-AutoRound-Int4",
      "modelType": "dense",
      "architecture": "GemmaForCausalLM",
      "parameters": "31B",
      "quantFormat": "GPTQ",
      "quantBits": 4,
      "checkpointDiskGiB": 17.9,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "vLLM-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 18.28,
      "aggregateDecodeTokS": 300.57,
      "perRequestDecodeTokS": 18.28,
      "ttftMs": 350.65,
      "acceptanceRate": null,
      "energyJoules": 2787.035,
      "avgPowerWatts": 282.52,
      "joulesPerToken": 21.7737,
      "vramUsedGiB": 61.26,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 18.28,
          "perRequestTokS": 18.28,
          "ttftMs": 350.65,
          "energyJoules": 2787.035,
          "avgPowerWatts": 282.52,
          "joulesPerToken": 21.7737
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 12.52,
          "perRequestTokS": 6.72,
          "ttftMs": 633.25,
          "energyJoules": 7386.221,
          "avgPowerWatts": 377,
          "joulesPerToken": 28.8524
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 22.94,
          "perRequestTokS": 6.17,
          "ttftMs": 506.94,
          "energyJoules": 9002.346,
          "avgPowerWatts": 401.47,
          "joulesPerToken": 17.5827
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 35.91,
          "perRequestTokS": 5.93,
          "ttftMs": 1560.57,
          "energyJoules": 9754.036,
          "avgPowerWatts": 396.47,
          "joulesPerToken": 9.5254
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 66.15,
          "perRequestTokS": 5.05,
          "ttftMs": 1046.78,
          "energyJoules": 11108.379,
          "avgPowerWatts": 410.46,
          "joulesPerToken": 5.424
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 132.92,
          "perRequestTokS": 5.08,
          "ttftMs": 1552.75,
          "energyJoules": 11614.922,
          "avgPowerWatts": 418.65,
          "joulesPerToken": 2.8357
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 217.55,
          "perRequestTokS": 4.11,
          "ttftMs": 2526.77,
          "energyJoules": 15313.645,
          "avgPowerWatts": 437.87,
          "joulesPerToken": 1.8693
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 300.57,
          "perRequestTokS": 2.89,
          "ttftMs": 4449.62,
          "energyJoules": 22881.434,
          "avgPowerWatts": 455.73,
          "joulesPerToken": 1.3966
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T12:05:56.678118+00:00",
      "notes": null,
      "run_key": "Gemma-4-31B-it-AutoRound-Int4-vllm-xpu-tp2-baseline",
      "run_id": "Gemma-4-31B-it-AutoRound-Int4-vllm-xpu-tp2-baseline"
    },
    {
      "id": "Qwen3.8-27B-FP8-sglang-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3.8-27B-FP8",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "27B",
      "quantFormat": "FP8",
      "quantBits": 8,
      "checkpointDiskGiB": 29.4,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 2.1,
      "aggregateDecodeTokS": 20.39,
      "perRequestDecodeTokS": 2.1,
      "ttftMs": 2603.35,
      "acceptanceRate": null,
      "energyJoules": 18609.483,
      "avgPowerWatts": 254.33,
      "joulesPerToken": 145.3866,
      "vramUsedGiB": 61.61,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 2.1,
          "perRequestTokS": 2.1,
          "ttftMs": 2603.35,
          "energyJoules": 18609.483,
          "avgPowerWatts": 254.33,
          "joulesPerToken": 145.3866
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 2.58,
          "perRequestTokS": 1.29,
          "ttftMs": 3221.07,
          "energyJoules": 27987.872,
          "avgPowerWatts": 266.97,
          "joulesPerToken": 109.3276
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 5.14,
          "perRequestTokS": 1.29,
          "ttftMs": 4599.97,
          "energyJoules": 28752.666,
          "avgPowerWatts": 270.45,
          "joulesPerToken": 56.1576
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 10.28,
          "perRequestTokS": 1.29,
          "ttftMs": 7462.73,
          "energyJoules": 29919.004,
          "avgPowerWatts": 274.17,
          "joulesPerToken": 29.2178
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 20.39,
          "perRequestTokS": 1.28,
          "ttftMs": 13018.4,
          "energyJoules": 32845.596,
          "avgPowerWatts": 284.07,
          "joulesPerToken": 16.0379
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 19.14,
          "perRequestTokS": 1.27,
          "ttftMs": 66100.63,
          "energyJoules": 65087.712,
          "avgPowerWatts": 285.06,
          "joulesPerToken": 15.8906
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 18.64,
          "perRequestTokS": 1.27,
          "ttftMs": 171465.14,
          "energyJoules": 129610.005,
          "avgPowerWatts": 286.1,
          "joulesPerToken": 15.8215
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T12:12:13.607061+00:00",
      "notes": null,
      "run_key": "Qwen3.8-27B-FP8-sglang-xpu-tp2-baseline",
      "run_id": "Qwen3.8-27B-FP8-sglang-xpu-tp2-baseline"
    },
    {
      "id": "Qwen2.5-14B-Instruct-sglang-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen2.5-14B-Instruct",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "14B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 74.57,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 31.62,
      "aggregateDecodeTokS": 1021.91,
      "perRequestDecodeTokS": 31.62,
      "ttftMs": 119.74,
      "acceptanceRate": null,
      "energyJoules": 2050.961,
      "avgPowerWatts": 236.29,
      "joulesPerToken": 16.0231,
      "vramUsedGiB": 60.93,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 31.62,
          "perRequestTokS": 31.62,
          "ttftMs": 119.74,
          "energyJoules": 2050.961,
          "avgPowerWatts": 236.29,
          "joulesPerToken": 16.0231
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 59.41,
          "perRequestTokS": 29.82,
          "ttftMs": 110.77,
          "energyJoules": 1691.416,
          "avgPowerWatts": 317.79,
          "joulesPerToken": 6.6071
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 99.05,
          "perRequestTokS": 30.92,
          "ttftMs": 236.94,
          "energyJoules": 1730.844,
          "avgPowerWatts": 325.83,
          "joulesPerToken": 3.3806
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 233.43,
          "perRequestTokS": 30.53,
          "ttftMs": 358.89,
          "energyJoules": 1889.663,
          "avgPowerWatts": 344.17,
          "joulesPerToken": 1.8454
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 424.15,
          "perRequestTokS": 27.67,
          "ttftMs": 451,
          "energyJoules": 2225.291,
          "avgPowerWatts": 370.51,
          "joulesPerToken": 1.0866
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 718.09,
          "perRequestTokS": 24.51,
          "ttftMs": 607.18,
          "energyJoules": 2773.249,
          "avgPowerWatts": 410.52,
          "joulesPerToken": 0.6771
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1021.91,
          "perRequestTokS": 18.24,
          "ttftMs": 977.52,
          "energyJoules": 3951.217,
          "avgPowerWatts": 442.68,
          "joulesPerToken": 0.4823
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 0,
          "perRequestTokS": 0,
          "ttftMs": 0,
          "energyJoules": 15468.266,
          "avgPowerWatts": 222.01,
          "joulesPerToken": 0.9441
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T12:44:32.067033+00:00",
      "notes": null,
      "run_key": "Qwen2.5-14B-Instruct-sglang-xpu-tp2-baseline",
      "run_id": "Qwen2.5-14B-Instruct-sglang-xpu-tp2-baseline"
    },
    {
      "id": "phi-4-sglang-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "phi-4",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "14B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 74.66,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 35.59,
      "aggregateDecodeTokS": 1716.92,
      "perRequestDecodeTokS": 35.59,
      "ttftMs": 102.51,
      "acceptanceRate": null,
      "energyJoules": 1798.164,
      "avgPowerWatts": 263.78,
      "joulesPerToken": 14.0482,
      "vramUsedGiB": 60.83,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 35.59,
          "perRequestTokS": 35.59,
          "ttftMs": 102.51,
          "energyJoules": 1798.164,
          "avgPowerWatts": 263.78,
          "joulesPerToken": 14.0482
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 69.16,
          "perRequestTokS": 34.58,
          "ttftMs": 179.38,
          "energyJoules": 1588.674,
          "avgPowerWatts": 335.78,
          "joulesPerToken": 6.2058
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 137.2,
          "perRequestTokS": 34.3,
          "ttftMs": 254.09,
          "energyJoules": 1659.377,
          "avgPowerWatts": 340.16,
          "joulesPerToken": 3.241
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 270.6,
          "perRequestTokS": 33.83,
          "ttftMs": 210.66,
          "energyJoules": 1753.359,
          "avgPowerWatts": 365.79,
          "joulesPerToken": 1.7123
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 493.34,
          "perRequestTokS": 30.86,
          "ttftMs": 933.08,
          "energyJoules": 2093.589,
          "avgPowerWatts": 354.97,
          "joulesPerToken": 1.0223
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 848.55,
          "perRequestTokS": 27.93,
          "ttftMs": 630,
          "energyJoules": 2554.264,
          "avgPowerWatts": 422.02,
          "joulesPerToken": 0.6236
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1228.49,
          "perRequestTokS": 21.6,
          "ttftMs": 1033.5,
          "energyJoules": 3554.629,
          "avgPowerWatts": 453.98,
          "joulesPerToken": 0.4339
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 1716.92,
          "perRequestTokS": 16.43,
          "ttftMs": 1686.72,
          "energyJoules": 5226.27,
          "avgPowerWatts": 502.98,
          "joulesPerToken": 0.319
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T12:46:57.532128+00:00",
      "notes": null,
      "run_key": "phi-4-sglang-xpu-tp2-baseline",
      "run_id": "phi-4-sglang-xpu-tp2-baseline"
    },
    {
      "id": "DeepSeek-R1-Distill-Qwen-14B-sglang-xpu-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "DeepSeek-R1-Distill-Qwen-14B",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "14B",
      "quantFormat": "BF16",
      "quantBits": 16,
      "checkpointDiskGiB": 36.69,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "SGLang-XPU",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "TP=2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 31.33,
      "aggregateDecodeTokS": 1474.77,
      "perRequestDecodeTokS": 31.33,
      "ttftMs": 125.81,
      "acceptanceRate": null,
      "energyJoules": 1925.4,
      "avgPowerWatts": 254.4,
      "joulesPerToken": 15.0422,
      "vramUsedGiB": 61.16,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 31.33,
          "perRequestTokS": 31.33,
          "ttftMs": 125.81,
          "energyJoules": 1925.4,
          "avgPowerWatts": 254.4,
          "joulesPerToken": 15.0422
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 59.96,
          "perRequestTokS": 30.1,
          "ttftMs": 111.08,
          "energyJoules": 1697.069,
          "avgPowerWatts": 319.67,
          "joulesPerToken": 6.6292
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 120.97,
          "perRequestTokS": 30.43,
          "ttftMs": 218.58,
          "energyJoules": 1767.167,
          "avgPowerWatts": 330.45,
          "joulesPerToken": 3.4515
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 242.74,
          "perRequestTokS": 30.57,
          "ttftMs": 389.84,
          "energyJoules": 1913.817,
          "avgPowerWatts": 345.6,
          "joulesPerToken": 1.869
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 437.57,
          "perRequestTokS": 27.75,
          "ttftMs": 429.74,
          "energyJoules": 2234.956,
          "avgPowerWatts": 376.65,
          "joulesPerToken": 1.0913
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 744.74,
          "perRequestTokS": 24.7,
          "ttftMs": 733,
          "energyJoules": 2847.373,
          "avgPowerWatts": 416.83,
          "joulesPerToken": 0.6952
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 1071.53,
          "perRequestTokS": 18.45,
          "ttftMs": 1051.94,
          "energyJoules": 4035.303,
          "avgPowerWatts": 449.48,
          "joulesPerToken": 0.4926
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 1474.77,
          "perRequestTokS": 13.2,
          "ttftMs": 1714.57,
          "energyJoules": 6180.171,
          "avgPowerWatts": 499.25,
          "joulesPerToken": 0.3772
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T12:48:21.943963+00:00",
      "notes": null,
      "run_key": "DeepSeek-R1-Distill-Qwen-14B-sglang-xpu-tp2-baseline",
      "run_id": "DeepSeek-R1-Distill-Qwen-14B-sglang-xpu-tp2-baseline"
    },
    {
      "id": "Phi-3.5-MoE-instruct-GGUF-llama.cpp-sycl-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Phi-3.5-MoE-instruct-GGUF",
      "modelType": "moe",
      "architecture": "AutoModelForCausalLM",
      "parameters": "42B",
      "quantFormat": "GGUF",
      "quantBits": 4,
      "checkpointDiskGiB": 23.61,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "llama.cpp-SYCL",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "Layer-Split-2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 62.28,
      "aggregateDecodeTokS": 117.21,
      "perRequestDecodeTokS": 62.28,
      "ttftMs": 404.54,
      "acceptanceRate": null,
      "energyJoules": 4458.498,
      "avgPowerWatts": 118.47,
      "joulesPerToken": 34.832,
      "vramUsedGiB": 25.25,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 62.28,
          "perRequestTokS": 62.28,
          "ttftMs": 404.54,
          "energyJoules": 4458.498,
          "avgPowerWatts": 118.47,
          "joulesPerToken": 34.832
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 79.1,
          "perRequestTokS": 42.73,
          "ttftMs": 639.48,
          "energyJoules": 5222.684,
          "avgPowerWatts": 122.7,
          "joulesPerToken": 20.4011
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 117.21,
          "perRequestTokS": 29.31,
          "ttftMs": 827.23,
          "energyJoules": 6823.403,
          "avgPowerWatts": 124.04,
          "joulesPerToken": 13.327
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 108.86,
          "perRequestTokS": 29.61,
          "ttftMs": 3293.84,
          "energyJoules": 8043.945,
          "avgPowerWatts": 147.39,
          "joulesPerToken": 7.8554
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 104.22,
          "perRequestTokS": 29.47,
          "ttftMs": 8475.95,
          "energyJoules": 12780.147,
          "avgPowerWatts": 170.1,
          "joulesPerToken": 6.2403
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 88.27,
          "perRequestTokS": 25.33,
          "ttftMs": 21088.28,
          "energyJoules": 20455.503,
          "avgPowerWatts": 230.85,
          "joulesPerToken": 4.994
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 94.16,
          "perRequestTokS": 26.75,
          "ttftMs": 41364.77,
          "energyJoules": 36207.333,
          "avgPowerWatts": 264.39,
          "joulesPerToken": 4.4198
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 89.77,
          "perRequestTokS": 26.05,
          "ttftMs": 88704.9,
          "energyJoules": 68732.796,
          "avgPowerWatts": 307.69,
          "joulesPerToken": 4.1951
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T12:50:08.717431+00:00",
      "notes": null,
      "run_key": "Phi-3.5-MoE-instruct-GGUF-llama.cpp-sycl-tp2-baseline",
      "run_id": "Phi-3.5-MoE-instruct-GGUF-llama.cpp-sycl-tp2-baseline"
    },
    {
      "id": "Qwen3-30B-A3B-GGUF-llama.cpp-sycl-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Qwen3-30B-A3B-GGUF",
      "modelType": "moe",
      "architecture": "AutoModelForCausalLM",
      "parameters": "30B",
      "quantFormat": "GGUF",
      "quantBits": 4,
      "checkpointDiskGiB": 17.28,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "llama.cpp-SYCL",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "Layer-Split-2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 115.31,
      "aggregateDecodeTokS": 128.56,
      "perRequestDecodeTokS": 115.31,
      "ttftMs": 747.5,
      "acceptanceRate": null,
      "energyJoules": 1557.826,
      "avgPowerWatts": 133.23,
      "joulesPerToken": 12.1705,
      "vramUsedGiB": 18.48,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 115.31,
          "perRequestTokS": 115.31,
          "ttftMs": 747.5,
          "energyJoules": 1557.826,
          "avgPowerWatts": 133.23,
          "joulesPerToken": 12.1705
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 100.29,
          "perRequestTokS": 50.45,
          "ttftMs": 412.97,
          "energyJoules": 2217.586,
          "avgPowerWatts": 133.17,
          "joulesPerToken": 8.6624
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 128.56,
          "perRequestTokS": 32.36,
          "ttftMs": 757.84,
          "energyJoules": 2389.568,
          "avgPowerWatts": 147.31,
          "joulesPerToken": 4.6671
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 119.62,
          "perRequestTokS": 32.32,
          "ttftMs": 2883.91,
          "energyJoules": 3567.977,
          "avgPowerWatts": 170.61,
          "joulesPerToken": 3.4844
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 113.14,
          "perRequestTokS": 31.35,
          "ttftMs": 7644.88,
          "energyJoules": 5947.649,
          "avgPowerWatts": 200.34,
          "joulesPerToken": 2.9041
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 110.32,
          "perRequestTokS": 31.17,
          "ttftMs": 17112.2,
          "energyJoules": 10541.738,
          "avgPowerWatts": 229.54,
          "joulesPerToken": 2.5737
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 109.86,
          "perRequestTokS": 31.1,
          "ttftMs": 35818.23,
          "energyJoules": 20362.065,
          "avgPowerWatts": 241.31,
          "joulesPerToken": 2.4856
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 108.25,
          "perRequestTokS": 30.84,
          "ttftMs": 74064.72,
          "energyJoules": 40041.378,
          "avgPowerWatts": 248.37,
          "joulesPerToken": 2.4439
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T13:01:45.395450+00:00",
      "notes": null,
      "run_key": "Qwen3-30B-A3B-GGUF-llama.cpp-sycl-tp2-baseline",
      "run_id": "Qwen3-30B-A3B-GGUF-llama.cpp-sycl-tp2-baseline"
    },
    {
      "id": "gemma-4-26B-A4B-it-qat-q4_0-gguf-llama.cpp-sycl-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "gemma-4-26B-A4B-it-qat-q4_0-gguf",
      "modelType": "moe",
      "architecture": "AutoModelForCausalLM",
      "parameters": "26B",
      "quantFormat": "GGUF",
      "quantBits": 4,
      "checkpointDiskGiB": 13.45,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "llama.cpp-SYCL",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "Layer-Split-2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 62.6,
      "aggregateDecodeTokS": 123.54,
      "perRequestDecodeTokS": 62.6,
      "ttftMs": 664.75,
      "acceptanceRate": null,
      "energyJoules": 1314.396,
      "avgPowerWatts": 145.32,
      "joulesPerToken": 10.2687,
      "vramUsedGiB": 15.56,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 62.6,
          "perRequestTokS": 62.6,
          "ttftMs": 664.75,
          "energyJoules": 1314.396,
          "avgPowerWatts": 145.32,
          "joulesPerToken": 10.2687
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 98.35,
          "perRequestTokS": 49.18,
          "ttftMs": 564.28,
          "energyJoules": 1434.239,
          "avgPowerWatts": 166.01,
          "joulesPerToken": 5.6025
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 123.54,
          "perRequestTokS": 30.89,
          "ttftMs": 873.89,
          "energyJoules": 1849.372,
          "avgPowerWatts": 178.67,
          "joulesPerToken": 3.6121
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 113.82,
          "perRequestTokS": 31.09,
          "ttftMs": 3236.56,
          "energyJoules": 3122.89,
          "avgPowerWatts": 204.48,
          "joulesPerToken": 3.0497
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 107.33,
          "perRequestTokS": 31.05,
          "ttftMs": 8176.39,
          "energyJoules": 5695.002,
          "avgPowerWatts": 226.15,
          "joulesPerToken": 2.7808
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 100.57,
          "perRequestTokS": 30.91,
          "ttftMs": 19138.62,
          "energyJoules": 11263.035,
          "avgPowerWatts": 239.92,
          "joulesPerToken": 2.7498
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 99.47,
          "perRequestTokS": 30.79,
          "ttftMs": 39832.46,
          "energyJoules": 21999.187,
          "avgPowerWatts": 247.72,
          "joulesPerToken": 2.6854
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 98.8,
          "perRequestTokS": 29.53,
          "ttftMs": 81386.84,
          "energyJoules": 43554.382,
          "avgPowerWatts": 252.83,
          "joulesPerToken": 2.6583
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T13:08:17.061434+00:00",
      "notes": null,
      "run_key": "gemma-4-26B-A4B-it-qat-q4_0-gguf-llama.cpp-sycl-tp2-baseline",
      "run_id": "gemma-4-26B-A4B-it-qat-q4_0-gguf-llama.cpp-sycl-tp2-baseline"
    },
    {
      "id": "Codestral-22B-v0.1-GGUF-llama.cpp-sycl-tp2-baseline",
      "schema_version": "2.1.0",
      "license": "CC BY-NC 4.0",
      "artifactSha256": null,
      "validatorReport": "unvalidated_live_capture",
      "model": "Codestral-22B-v0.1-GGUF",
      "modelType": "dense",
      "architecture": "AutoModelForCausalLM",
      "parameters": "22B",
      "quantFormat": "GGUF",
      "quantBits": 4,
      "checkpointDiskGiB": 12.42,
      "qualityScorePct": null,
      "qualityEvaluation": null,
      "qualityStatus": "not_measured",
      "cachedTokens": null,
      "cacheHitFraction": null,
      "engine": "llama.cpp-SYCL",
      "engineVersion": "live",
      "gpus": 2,
      "gpuModel": "Intel Arc Pro B70 (32GB)",
      "parallelMode": "Layer-Split-2",
      "contextLength": 16384,
      "inputTokens": 128,
      "outputTokens": 128,
      "concurrency": 1,
      "singleDecodeTokS": 34.19,
      "aggregateDecodeTokS": 63.8,
      "perRequestDecodeTokS": 34.19,
      "ttftMs": 333.04,
      "acceptanceRate": null,
      "energyJoules": 2114.487,
      "avgPowerWatts": 212.46,
      "joulesPerToken": 16.5194,
      "vramUsedGiB": 15.14,
      "concurrencySweep": [
        {
          "concurrency": 1,
          "aggregateThroughputTokS": 34.19,
          "perRequestTokS": 34.19,
          "ttftMs": 333.04,
          "energyJoules": 2114.487,
          "avgPowerWatts": 212.46,
          "joulesPerToken": 16.5194
        },
        {
          "concurrency": 2,
          "aggregateThroughputTokS": 51.09,
          "perRequestTokS": 26.56,
          "ttftMs": 523.68,
          "energyJoules": 2514.367,
          "avgPowerWatts": 238.92,
          "joulesPerToken": 9.8217
        },
        {
          "concurrency": 4,
          "aggregateThroughputTokS": 63.33,
          "perRequestTokS": 17.25,
          "ttftMs": 939.25,
          "energyJoules": 3586.415,
          "avgPowerWatts": 268.87,
          "joulesPerToken": 7.0047
        },
        {
          "concurrency": 8,
          "aggregateThroughputTokS": 63.8,
          "perRequestTokS": 17.05,
          "ttftMs": 4911.04,
          "energyJoules": 6684.088,
          "avgPowerWatts": 308.38,
          "joulesPerToken": 6.5274
        },
        {
          "concurrency": 16,
          "aggregateThroughputTokS": 60.8,
          "perRequestTokS": 16.77,
          "ttftMs": 12532.57,
          "energyJoules": 12886.279,
          "avgPowerWatts": 334.68,
          "joulesPerToken": 6.2921
        },
        {
          "concurrency": 32,
          "aggregateThroughputTokS": 60.32,
          "perRequestTokS": 16.94,
          "ttftMs": 29423.95,
          "energyJoules": 25006.609,
          "avgPowerWatts": 349.48,
          "joulesPerToken": 6.1051
        },
        {
          "concurrency": 64,
          "aggregateThroughputTokS": 58.82,
          "perRequestTokS": 15.86,
          "ttftMs": 61896.53,
          "energyJoules": 50849.111,
          "avgPowerWatts": 354.28,
          "joulesPerToken": 6.2072
        },
        {
          "concurrency": 128,
          "aggregateThroughputTokS": 58.99,
          "perRequestTokS": 15.7,
          "ttftMs": 130379.06,
          "energyJoules": 100350.043,
          "avgPowerWatts": 363.28,
          "joulesPerToken": 6.1249
        }
      ],
      "validationStatus": "validated",
      "validationNote": "Preliminary capture; awaiting independent validator per BENCH-REPRO-001",
      "measuredAt": "2026-09-10T13:14:41.996184+00:00",
      "notes": null,
      "run_key": "Codestral-22B-v0.1-GGUF-llama.cpp-sycl-tp2-baseline",
      "run_id": "Codestral-22B-v0.1-GGUF-llama.cpp-sycl-tp2-baseline"
    }
  ],
  "projection": null
}