{
  "model": {
    "id": "gemma4-26b-a4b-qat-q4",
    "name": "Gemma 4 26B-A4B IT QAT UD-Q4_K_XL",
    "architecture": "moe-26B-A4B",
    "repo": "unsloth/gemma-4-26B-A4B-it-qat-GGUF",
    "quant": "QAT UD-Q4_K_XL",
    "file": "gemma-4-26B-A4B-it-qat-UD-Q4_K_XL.gguf",
    "port": 7110,
    "service_id": "gemma4-26b-a4b-qat-q4",
    "sampler": {
      "temperature": 1.0,
      "top_p": 0.95,
      "top_k": 64,
      "min_p": 0.0,
      "presence_penalty": 0.0,
      "repetition_penalty": 1.05
    }
  },
  "config": {
    "base_url": "http://localhost:7110",
    "iterations": 15,
    "sampler": {
      "temperature": 1.0,
      "top_p": 0.95,
      "top_k": 64,
      "min_p": 0.0,
      "presence_penalty": 0.0,
      "repetition_penalty": 1.05
    },
    "levels": [
      1,
      2,
      3,
      4,
      5
    ]
  },
  "iterations": [
    {
      "iteration": 1,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 168.45509382312346,
        "mean_ttft_ms": 73.069,
        "mean_total_ms": 19631.490999999998,
        "vram_idle_mb": 17539
      },
      "timestamp": "2026-06-06T22:36:16.279507+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 16.69400938900003,
          "timestamp": "2026-06-06T22:34:35.958193+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 24.428344745000004,
          "timestamp": "2026-06-06T22:34:53.032547+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 6.4111783640000795,
          "timestamp": "2026-06-06T22:35:17.716803+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 12.693577466000079,
          "timestamp": "2026-06-06T22:35:24.373001+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 38.701987017999954,
          "timestamp": "2026-06-06T22:35:37.319548+00:00"
        }
      ]
    },
    {
      "iteration": 2,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 168.4970540535026,
        "mean_ttft_ms": 51.992200000000004,
        "mean_total_ms": 20507.321799999998,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:38:00.851494+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 20.262686348999978,
          "timestamp": "2026-06-06T22:36:16.297525+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 16.42943027000001,
          "timestamp": "2026-06-06T22:36:36.827595+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 12.439812534000112,
          "timestamp": "2026-06-06T22:36:53.516036+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 11.680100035999885,
          "timestamp": "2026-06-06T22:37:06.208184+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 42.45398963599996,
          "timestamp": "2026-06-06T22:37:18.139988+00:00"
        }
      ]
    },
    {
      "iteration": 3,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 168.69459477177733,
        "mean_ttft_ms": 51.9338,
        "mean_total_ms": 19556.905600000002,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:39:40.713051+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 15.115469014000155,
          "timestamp": "2026-06-06T22:38:00.869383+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 13.954904572000032,
          "timestamp": "2026-06-06T22:38:16.264464+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 7.696869080999932,
          "timestamp": "2026-06-06T22:38:30.477169+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 12.883866920999935,
          "timestamp": "2026-06-06T22:38:38.428825+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 48.84943256700012,
          "timestamp": "2026-06-06T22:38:51.571637+00:00"
        }
      ]
    },
    {
      "iteration": 4,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 168.3971935311,
        "mean_ttft_ms": 51.9636,
        "mean_total_ms": 22978.965,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:41:37.602214+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 20.953858513999876,
          "timestamp": "2026-06-06T22:39:40.738679+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 19.31888334500013,
          "timestamp": "2026-06-06T22:40:01.955822+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 4.985835099000042,
          "timestamp": "2026-06-06T22:40:21.529815+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 14.89304240599995,
          "timestamp": "2026-06-06T22:40:26.749993+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 55.481273955000006,
          "timestamp": "2026-06-06T22:40:41.873634+00:00"
        }
      ]
    },
    {
      "iteration": 5,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 169.35824513997,
        "mean_ttft_ms": 52.19,
        "mean_total_ms": 22252.3168,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:43:30.762563+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 14.503048185999887,
          "timestamp": "2026-06-06T22:41:37.620736+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 26.007302884999945,
          "timestamp": "2026-06-06T22:41:52.354519+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 8.255777958999943,
          "timestamp": "2026-06-06T22:42:18.590892+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 15.70849883599999,
          "timestamp": "2026-06-06T22:42:27.076047+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 47.51286605599989,
          "timestamp": "2026-06-06T22:42:43.019463+00:00"
        }
      ]
    },
    {
      "iteration": 6,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 169.08248967715178,
        "mean_ttft_ms": 51.90839999999999,
        "mean_total_ms": 21006.874799999998,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:45:17.776411+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 36.60712988299974,
          "timestamp": "2026-06-06T22:43:30.780503+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 21.086549682000168,
          "timestamp": "2026-06-06T22:44:07.627409+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 10.738994057000127,
          "timestamp": "2026-06-06T22:44:28.943321+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 17.091692414000136,
          "timestamp": "2026-06-06T22:44:39.912147+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 20.26967314400008,
          "timestamp": "2026-06-06T22:44:57.234517+00:00"
        }
      ]
    },
    {
      "iteration": 7,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 169.75681566410609,
        "mean_ttft_ms": 51.726,
        "mean_total_ms": 17242.0032,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:46:45.890954+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 24.353613163999853,
          "timestamp": "2026-06-06T22:45:17.793942+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 16.790698267000153,
          "timestamp": "2026-06-06T22:45:42.395877+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 6.8815967530003945,
          "timestamp": "2026-06-06T22:45:59.418025+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 12.888098192000143,
          "timestamp": "2026-06-06T22:46:06.539818+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 25.992123128000003,
          "timestamp": "2026-06-06T22:46:19.660065+00:00"
        }
      ]
    },
    {
      "iteration": 8,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 168.52257628882862,
        "mean_ttft_ms": 51.8796,
        "mean_total_ms": 26457.072200000002,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:49:00.066180+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 33.49943416199994,
          "timestamp": "2026-06-06T22:46:45.910390+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 18.549088815000232,
          "timestamp": "2026-06-06T22:47:19.638569+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 8.705343596000148,
          "timestamp": "2026-06-06T22:47:38.427815+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 15.420248835000166,
          "timestamp": "2026-06-06T22:47:47.363147+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 56.81627936399991,
          "timestamp": "2026-06-06T22:48:03.016741+00:00"
        }
      ]
    },
    {
      "iteration": 9,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 168.88797482433492,
        "mean_ttft_ms": 52.313599999999994,
        "mean_total_ms": 23398.380400000002,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:50:58.963719+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 27.308007123000152,
          "timestamp": "2026-06-06T22:49:00.084008+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 23.058910811999795,
          "timestamp": "2026-06-06T22:49:27.622291+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 8.55437128099993,
          "timestamp": "2026-06-06T22:49:50.909578+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 16.00240691900035,
          "timestamp": "2026-06-06T22:49:59.697641+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 42.80200485999967,
          "timestamp": "2026-06-06T22:50:15.928273+00:00"
        }
      ]
    },
    {
      "iteration": 10,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 168.97176070179557,
        "mean_ttft_ms": 52.0908,
        "mean_total_ms": 23552.826,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:52:58.608839+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 23.476100246999977,
          "timestamp": "2026-06-06T22:50:58.981931+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 20.771898329999658,
          "timestamp": "2026-06-06T22:51:22.687193+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 8.938941506999981,
          "timestamp": "2026-06-06T22:51:43.691411+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 13.1643351419998,
          "timestamp": "2026-06-06T22:51:52.853290+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 52.129971551999915,
          "timestamp": "2026-06-06T22:52:06.244597+00:00"
        }
      ]
    },
    {
      "iteration": 11,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 169.31149630373815,
        "mean_ttft_ms": 51.839800000000004,
        "mean_total_ms": 21726.981,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:54:49.129684+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 23.00772581299998,
          "timestamp": "2026-06-06T22:52:58.626502+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 24.22650349300011,
          "timestamp": "2026-06-06T22:53:21.864871+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 6.273128323000037,
          "timestamp": "2026-06-06T22:53:46.317014+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 13.554163830000107,
          "timestamp": "2026-06-06T22:53:52.817575+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 42.29627310800015,
          "timestamp": "2026-06-06T22:54:06.600266+00:00"
        }
      ]
    },
    {
      "iteration": 12,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 169.77099666336744,
        "mean_ttft_ms": 51.85080000000001,
        "mean_total_ms": 18156.1354,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:56:21.831126+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 20.757430704999933,
          "timestamp": "2026-06-06T22:54:49.147765+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 16.17306029700012,
          "timestamp": "2026-06-06T22:55:10.136291+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 5.9700066669997796,
          "timestamp": "2026-06-06T22:55:26.542545+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 15.585447909999857,
          "timestamp": "2026-06-06T22:55:32.741206+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 33.04013534200021,
          "timestamp": "2026-06-06T22:55:48.556036+00:00"
        }
      ]
    },
    {
      "iteration": 13,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 169.37682796229245,
        "mean_ttft_ms": 51.850199999999994,
        "mean_total_ms": 22122.845,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:58:14.363971+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 19.420873033000134,
          "timestamp": "2026-06-06T22:56:21.849519+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 20.491219823999927,
          "timestamp": "2026-06-06T22:56:41.501291+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 6.051757137000095,
          "timestamp": "2026-06-06T22:57:02.219490+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 14.954760677000195,
          "timestamp": "2026-06-06T22:57:08.503285+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 50.4401606790002,
          "timestamp": "2026-06-06T22:57:23.689168+00:00"
        }
      ]
    },
    {
      "iteration": 14,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 169.35208376991736,
        "mean_ttft_ms": 52.0792,
        "mean_total_ms": 18538.427799999998,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T22:59:49.028614+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 22.25429033399996,
          "timestamp": "2026-06-06T22:58:14.382392+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 26.903715356999783,
          "timestamp": "2026-06-06T22:58:36.863537+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 6.1111417239999355,
          "timestamp": "2026-06-06T22:59:04.003444+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 15.339269994999995,
          "timestamp": "2026-06-06T22:59:10.346574+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 22.86429743399958,
          "timestamp": "2026-06-06T22:59:25.918115+00:00"
        }
      ]
    },
    {
      "iteration": 15,
      "total_score": 100,
      "levels_passed": 5,
      "metrics": {
        "mean_tps": 166.8130723158116,
        "mean_ttft_ms": 52.1996,
        "mean_total_ms": 27774.240999999998,
        "vram_idle_mb": 17567
      },
      "timestamp": "2026-06-06T23:02:10.057281+00:00",
      "levels": [
        {
          "level": 1,
          "name": "Basic Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 40.24557739399961,
          "timestamp": "2026-06-06T22:59:49.047458+00:00"
        },
        {
          "level": 2,
          "name": "Retry with Backoff",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 20.89363068800003,
          "timestamp": "2026-06-06T23:00:29.550379+00:00"
        },
        {
          "level": 3,
          "name": "Priority Queue",
          "points_possible": 25,
          "points_earned": 25,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 3,
            "tests_total": 3,
            "error": null
          },
          "duration_seconds": 9.061783513000137,
          "timestamp": "2026-06-06T23:00:50.701787+00:00"
        },
        {
          "level": 4,
          "name": "Concurrency Bug Fix",
          "points_possible": 15,
          "points_earned": 15,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 2,
            "tests_total": 2,
            "error": null
          },
          "duration_seconds": 18.40724355800012,
          "timestamp": "2026-06-06T23:01:00.053495+00:00"
        },
        {
          "level": 5,
          "name": "Compose Job + RetryPolicy + JobQueue",
          "points_possible": 10,
          "points_earned": 10,
          "validation": {
            "passed": true,
            "pass_rate": 1.0,
            "tests_passed": 5,
            "tests_total": 5,
            "error": null
          },
          "duration_seconds": 51.04984804700007,
          "timestamp": "2026-06-06T23:01:18.730457+00:00"
        }
      ]
    }
  ],
  "summary": {
    "scores": [
      100,
      100,
      100,
      100,
      100,
      100,
      100,
      100,
      100,
      100,
      100,
      100,
      100,
      100,
      100
    ],
    "stats": {
      "mean": 100,
      "std": 0.0,
      "min": 100,
      "max": 100
    },
    "confidence_interval": {
      "lower": 100,
      "upper": 100
    },
    "tps": {
      "mean": 168.88321836605448,
      "values": [
        168.45509382312346,
        168.4970540535026,
        168.69459477177733,
        168.3971935311,
        169.35824513997,
        169.08248967715178,
        169.75681566410609,
        168.52257628882862,
        168.88797482433492,
        168.97176070179557,
        169.31149630373815,
        169.77099666336744,
        169.37682796229245,
        169.35208376991736,
        166.8130723158116
      ]
    },
    "vram_peak_mb": null
  },
  "started_at": "2026-06-06T22:34:35.940219+00:00",
  "completed_at": "2026-06-06T23:02:10.057299+00:00"
}