{
  "benchmark_version": "1.0.0",
  "edition": "2026-08-13",
  "scope": "smoke",
  "case_ids": [
    "analytics-dashboard-desktop/clean/grounding/audience-tab",
    "analytics-dashboard-desktop/clean/grounding/compare-toggle",
    "analytics-dashboard-desktop/clean/grounding/revenue-card",
    "analytics-dashboard-desktop/clean/grounding/search-field",
    "banking-ios/clean/grounding/hide-balance",
    "banking-ios/clean/grounding/profile",
    "banking-ios/clean/grounding/transaction-search",
    "banking-ios/clean/grounding/transfer",
    "commerce-catalog-desktop/clean/grounding/add-product",
    "commerce-catalog-desktop/clean/grounding/catalog-query",
    "commerce-catalog-desktop/clean/grounding/search",
    "commerce-catalog-desktop/clean/grounding/stock-filter",
    "flight-pass-ios/clean/grounding/boarding-pass",
    "flight-pass-ios/clean/grounding/check-in",
    "flight-pass-ios/clean/grounding/profile-tab",
    "flight-pass-ios/clean/grounding/trips-tab",
    "iot-control-desktop/clean/grounding/auto-mode",
    "iot-control-desktop/clean/grounding/devices-nav",
    "iot-control-desktop/clean/grounding/pump-card",
    "iot-control-desktop/clean/grounding/restart-device",
    "smart-home-android/clean/grounding/add-device",
    "smart-home-android/clean/grounding/more",
    "smart-home-android/clean/grounding/room-search",
    "smart-home-android/clean/grounding/thermostat-card"
  ],
  "attempt_count": 216,
  "transport_attempt_count": 216,
  "response_count": 216,
  "request_failure_count": 0,
  "request_failure_rate": 0,
  "total_cost": 0.9327861500000001,
  "generation_metadata_missing": 98,
  "models": {
    "holo3-122b-a10b": {
      "transport_attempt_count": 24,
      "response_count": 24,
      "request_failure_count": 0,
      "metrics": {
        "pointAccuracy": 0.9166666666666666,
        "meanIoU": 0.4777360811322533,
        "iouAt50": 0.4166666666666667,
        "schemaValidRate": 0.9166666666666666
      },
      "repeat_consistency": null,
      "wall_time_ms": [
        3557.67,
        1731.868,
        1694.776,
        1649.076,
        1656.692,
        1695.285,
        1763.924,
        1630.838,
        2507.468,
        1826.347,
        1647.909,
        1646.195,
        1436.399,
        1467.507,
        1415.653,
        1381.708,
        1431.488,
        1365.315,
        1405.571,
        1462.266,
        1473.825,
        1471.942,
        1462.039,
        1464.119
      ],
      "total_cost": 0.012586999999999997,
      "attempts": [
        {
          "attempt_id": "346819ae6be2662bf6ec0d20",
          "model": "holo3-122b-a10b",
          "case_id": "commerce-catalog-desktop/clean/grounding/add-product",
          "status": "success",
          "wall_time_ms": 3557.67,
          "cost": 0.0007118000000000001,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.756868597613915,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "ee87ae3a86295084d81ad224",
          "model": "holo3-122b-a10b",
          "case_id": "commerce-catalog-desktop/clean/grounding/search",
          "status": "success",
          "wall_time_ms": 1731.868,
          "cost": 0.0006998,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.5717189363602188,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "0786418cda8672e0e4eb5d88",
          "model": "holo3-122b-a10b",
          "case_id": "commerce-catalog-desktop/clean/grounding/catalog-query",
          "status": "success",
          "wall_time_ms": 1694.776,
          "cost": 0.0007238,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.46277175281886207,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "62cb8a0d068e6810aa56dc06",
          "model": "holo3-122b-a10b",
          "case_id": "commerce-catalog-desktop/clean/grounding/stock-filter",
          "status": "success",
          "wall_time_ms": 1649.076,
          "cost": 0.0007062,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.1251959101355944,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "0c8bb1df63e101255b7c29cb",
          "model": "holo3-122b-a10b",
          "case_id": "analytics-dashboard-desktop/clean/grounding/search-field",
          "status": "success",
          "wall_time_ms": 1656.692,
          "cost": 0.0007144,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.445630820309752,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "a14e06b1787f5683d71facda",
          "model": "holo3-122b-a10b",
          "case_id": "analytics-dashboard-desktop/clean/grounding/compare-toggle",
          "status": "invalid_response",
          "wall_time_ms": 1695.285,
          "cost": 0.0007238,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "e64281fcb587d10a9efef9fe",
          "model": "holo3-122b-a10b",
          "case_id": "analytics-dashboard-desktop/clean/grounding/audience-tab",
          "status": "success",
          "wall_time_ms": 1763.924,
          "cost": 0.0007174,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.41193119278192725,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "6b7ff4abfb8b3af277fd2e97",
          "model": "holo3-122b-a10b",
          "case_id": "analytics-dashboard-desktop/clean/grounding/revenue-card",
          "status": "success",
          "wall_time_ms": 1630.838,
          "cost": 0.0006998,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.3860219206014513,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "62824a7169c5eb352d2bca7a",
          "model": "holo3-122b-a10b",
          "case_id": "iot-control-desktop/clean/grounding/auto-mode",
          "status": "success",
          "wall_time_ms": 2507.468,
          "cost": 0.0007238,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.2155519449672533,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "7eef292259be1e214461c14c",
          "model": "holo3-122b-a10b",
          "case_id": "iot-control-desktop/clean/grounding/devices-nav",
          "status": "success",
          "wall_time_ms": 1826.347,
          "cost": 0.0007178,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.7439041939597648,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "a35db74ecf4e0a289985882a",
          "model": "holo3-122b-a10b",
          "case_id": "iot-control-desktop/clean/grounding/pump-card",
          "status": "invalid_response",
          "wall_time_ms": 1647.909,
          "cost": 0.000689,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "07e81237999dbc2c346a0e0d",
          "model": "holo3-122b-a10b",
          "case_id": "iot-control-desktop/clean/grounding/restart-device",
          "status": "success",
          "wall_time_ms": 1646.195,
          "cost": 0.0007118000000000001,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8386952689118515,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "6b7c59faf0c42ae44c374f3a",
          "model": "holo3-122b-a10b",
          "case_id": "banking-ios/clean/grounding/transfer",
          "status": "success",
          "wall_time_ms": 1436.399,
          "cost": 0.0003412,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8814409804873702,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "d024034fb8573ed0a1c25020",
          "model": "holo3-122b-a10b",
          "case_id": "banking-ios/clean/grounding/profile",
          "status": "success",
          "wall_time_ms": 1467.507,
          "cost": 0.00035059999999999996,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.45948204689435374,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "ba3e8e28c014fd39951d570e",
          "model": "holo3-122b-a10b",
          "case_id": "banking-ios/clean/grounding/transaction-search",
          "status": "success",
          "wall_time_ms": 1415.653,
          "cost": 0.0003236,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.25744700278500826,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "0d10e225da5d67e6e6c2d2ae",
          "model": "holo3-122b-a10b",
          "case_id": "banking-ios/clean/grounding/hide-balance",
          "status": "success",
          "wall_time_ms": 1381.708,
          "cost": 0.0003116,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.18092719465404503,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "9e792dcdde78fce63fd9b4ab",
          "model": "holo3-122b-a10b",
          "case_id": "flight-pass-ios/clean/grounding/trips-tab",
          "status": "success",
          "wall_time_ms": 1431.488,
          "cost": 0.00034500000000000004,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.2668657263484307,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "766148fdc4ffd9ee0d049f98",
          "model": "holo3-122b-a10b",
          "case_id": "flight-pass-ios/clean/grounding/boarding-pass",
          "status": "success",
          "wall_time_ms": 1365.315,
          "cost": 0.0003132,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.5766986809838064,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "9aa36fd281a385ae50b38d02",
          "model": "holo3-122b-a10b",
          "case_id": "flight-pass-ios/clean/grounding/check-in",
          "status": "success",
          "wall_time_ms": 1405.571,
          "cost": 0.0003416,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8710692506084212,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "746b78604d033b718c276e4c",
          "model": "holo3-122b-a10b",
          "case_id": "flight-pass-ios/clean/grounding/profile-tab",
          "status": "success",
          "wall_time_ms": 1462.266,
          "cost": 0.0003746,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.7371984984870238,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "45e4b9fae9008dc498383237",
          "model": "holo3-122b-a10b",
          "case_id": "smart-home-android/clean/grounding/thermostat-card",
          "status": "success",
          "wall_time_ms": 1473.825,
          "cost": 0.000333,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.6872297996426673,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "181383b3668f943945eccc89",
          "model": "holo3-122b-a10b",
          "case_id": "smart-home-android/clean/grounding/add-device",
          "status": "success",
          "wall_time_ms": 1471.942,
          "cost": 0.0003416,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8805744655593507,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "60a1cfec303e707df7a4a67a",
          "model": "holo3-122b-a10b",
          "case_id": "smart-home-android/clean/grounding/more",
          "status": "success",
          "wall_time_ms": 1462.039,
          "cost": 0.00032700000000000003,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.46097498587639313,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "f7b3014a5722c7fddda0625c",
          "model": "holo3-122b-a10b",
          "case_id": "smart-home-android/clean/grounding/room-search",
          "status": "success",
          "wall_time_ms": 1464.119,
          "cost": 0.00034460000000000003,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.24746677638662093,
          "boxIoUAt50": false
        }
      ]
    },
    "x-ai/grok-4.5": {
      "transport_attempt_count": 24,
      "response_count": 24,
      "request_failure_count": 0,
      "metrics": {
        "pointAccuracy": 0.8333333333333334,
        "meanIoU": 0.44456354634343537,
        "iouAt50": 0.5,
        "schemaValidRate": 1
      },
      "repeat_consistency": null,
      "wall_time_ms": [
        1963.45,
        1452.915,
        1600.032,
        1697.83,
        1780.881,
        1520.876,
        1918.96,
        1597.804,
        1608.753,
        1626.407,
        1711.242,
        1659.441,
        1727.441,
        1412.199,
        2039.581,
        1614.264,
        1707.405,
        1551.135,
        2068.73,
        2051.29,
        1480.53,
        1526.208,
        1308.888,
        1386.324
      ],
      "total_cost": 0.06688759999999996,
      "attempts": [
        {
          "attempt_id": "f230db32efb09258105586bf",
          "model": "x-ai/grok-4.5",
          "case_id": "commerce-catalog-desktop/clean/grounding/add-product",
          "status": "success",
          "wall_time_ms": 1963.45,
          "cost": 0.0037884,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.5455196803103946,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "e35559755189cc8781f151cf",
          "model": "x-ai/grok-4.5",
          "case_id": "commerce-catalog-desktop/clean/grounding/search",
          "status": "success",
          "wall_time_ms": 1452.915,
          "cost": 0.0037884,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.3386175970161495,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "38ae196012c93cd1b50748fc",
          "model": "x-ai/grok-4.5",
          "case_id": "commerce-catalog-desktop/clean/grounding/catalog-query",
          "status": "success",
          "wall_time_ms": 1600.032,
          "cost": 0.0037884,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "fa787f4a1fb4379ab224e779",
          "model": "x-ai/grok-4.5",
          "case_id": "commerce-catalog-desktop/clean/grounding/stock-filter",
          "status": "success",
          "wall_time_ms": 1697.83,
          "cost": 0.0037904,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0.04339176714214022,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "a4baf12cff7cbb01f620afaa",
          "model": "x-ai/grok-4.5",
          "case_id": "analytics-dashboard-desktop/clean/grounding/search-field",
          "status": "success",
          "wall_time_ms": 1780.881,
          "cost": 0.0037864,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.43979883386727664,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "42d25c205a15a88dc46b7155",
          "model": "x-ai/grok-4.5",
          "case_id": "analytics-dashboard-desktop/clean/grounding/compare-toggle",
          "status": "success",
          "wall_time_ms": 1520.876,
          "cost": 0.0037884,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.2589259066314708,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "0d3c2a8aa7eeefe0da86008c",
          "model": "x-ai/grok-4.5",
          "case_id": "analytics-dashboard-desktop/clean/grounding/audience-tab",
          "status": "success",
          "wall_time_ms": 1918.96,
          "cost": 0.0037864,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.6669149476135369,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "51c4389730286ed80b786171",
          "model": "x-ai/grok-4.5",
          "case_id": "analytics-dashboard-desktop/clean/grounding/revenue-card",
          "status": "success",
          "wall_time_ms": 1597.804,
          "cost": 0.0037884,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.7283013630285208,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "6cc756c9fa96aa79648263ca",
          "model": "x-ai/grok-4.5",
          "case_id": "iot-control-desktop/clean/grounding/auto-mode",
          "status": "success",
          "wall_time_ms": 1608.753,
          "cost": 0.0037884,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.3924879787859363,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "9730b393ea710f9e5018ba5f",
          "model": "x-ai/grok-4.5",
          "case_id": "iot-control-desktop/clean/grounding/devices-nav",
          "status": "success",
          "wall_time_ms": 1626.407,
          "cost": 0.0037884,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.6016683206471826,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "5bea7b9422d6cb66cad3bee4",
          "model": "x-ai/grok-4.5",
          "case_id": "iot-control-desktop/clean/grounding/pump-card",
          "status": "success",
          "wall_time_ms": 1711.242,
          "cost": 0.0037944,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0.1465230967791025,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "29e59b1b362a73a8c8117b45",
          "model": "x-ai/grok-4.5",
          "case_id": "iot-control-desktop/clean/grounding/restart-device",
          "status": "success",
          "wall_time_ms": 1659.441,
          "cost": 0.0037884,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.24630060331961642,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "a502f0603483b1624c6a6887",
          "model": "x-ai/grok-4.5",
          "case_id": "banking-ios/clean/grounding/transfer",
          "status": "success",
          "wall_time_ms": 1727.441,
          "cost": 0.0018784,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.625146378746224,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "f53f6b4dc5da78aa5576c38e",
          "model": "x-ai/grok-4.5",
          "case_id": "banking-ios/clean/grounding/profile",
          "status": "success",
          "wall_time_ms": 1412.199,
          "cost": 0.0018804,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.5280775379451728,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "8548dfd4d04f7656d2a69de9",
          "model": "x-ai/grok-4.5",
          "case_id": "banking-ios/clean/grounding/transaction-search",
          "status": "success",
          "wall_time_ms": 2039.581,
          "cost": 0.0018804,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.34959601188324235,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "f57f94dd55d746ff8caaec73",
          "model": "x-ai/grok-4.5",
          "case_id": "banking-ios/clean/grounding/hide-balance",
          "status": "success",
          "wall_time_ms": 1614.264,
          "cost": 0.0018804,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0.02866843493163971,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "98a38587d59f1ebd8ced491b",
          "model": "x-ai/grok-4.5",
          "case_id": "flight-pass-ios/clean/grounding/trips-tab",
          "status": "success",
          "wall_time_ms": 1707.405,
          "cost": 0.0018824,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.38626538952014466,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "506f0add290635c2b55c03b3",
          "model": "x-ai/grok-4.5",
          "case_id": "flight-pass-ios/clean/grounding/boarding-pass",
          "status": "success",
          "wall_time_ms": 1551.135,
          "cost": 0.0018884,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.6986652936945741,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "03573fed086dd84259266bd2",
          "model": "x-ai/grok-4.5",
          "case_id": "flight-pass-ios/clean/grounding/check-in",
          "status": "success",
          "wall_time_ms": 2068.73,
          "cost": 0.0018804,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.6313531552908186,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "9a2b546f9f1181adf82427de",
          "model": "x-ai/grok-4.5",
          "case_id": "flight-pass-ios/clean/grounding/profile-tab",
          "status": "success",
          "wall_time_ms": 2051.29,
          "cost": 0.0018804,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.5031808771528256,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "673d1ab08db35b4105905f37",
          "model": "x-ai/grok-4.5",
          "case_id": "smart-home-android/clean/grounding/thermostat-card",
          "status": "success",
          "wall_time_ms": 1480.53,
          "cost": 0.0021,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.794728170516944,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "c6569757921651debd711b65",
          "model": "x-ai/grok-4.5",
          "case_id": "smart-home-android/clean/grounding/add-device",
          "status": "success",
          "wall_time_ms": 1526.208,
          "cost": 0.0018144,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.6535423541103411,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "b802b37906a76300d8aaa4b8",
          "model": "x-ai/grok-4.5",
          "case_id": "smart-home-android/clean/grounding/more",
          "status": "success",
          "wall_time_ms": 1308.888,
          "cost": 0.0012296,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.4433254910254152,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "51f5fc2af83bf2c21831be0b",
          "model": "x-ai/grok-4.5",
          "case_id": "smart-home-android/clean/grounding/room-search",
          "status": "success",
          "wall_time_ms": 1386.324,
          "cost": 0.0012276,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.6185259222837804,
          "boxIoUAt50": true
        }
      ]
    },
    "openai/gpt-5.4": {
      "transport_attempt_count": 24,
      "response_count": 24,
      "request_failure_count": 0,
      "metrics": {
        "pointAccuracy": 0.75,
        "meanIoU": 0.5282906619204312,
        "iouAt50": 0.5416666666666666,
        "schemaValidRate": 1
      },
      "repeat_consistency": null,
      "wall_time_ms": [
        3289.199,
        2161.831,
        2847.882,
        5362.731,
        3048.526,
        3762.725,
        3021.821,
        5929.199,
        3066.607,
        3621.069,
        2890.509,
        2332.406,
        3089.439,
        2260.731,
        1602.55,
        6706.505,
        2820.549,
        1541.276,
        1652.631,
        3292.143,
        1977.654,
        1502.166,
        1912.834,
        2069.692
      ],
      "total_cost": 0.119625,
      "attempts": [
        {
          "attempt_id": "7b3bcfc266948dee1c7d4e29",
          "model": "openai/gpt-5.4",
          "case_id": "commerce-catalog-desktop/clean/grounding/add-product",
          "status": "success",
          "wall_time_ms": 3289.199,
          "cost": 0.006605,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9734577622286735,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "d0166371a95423ed4e8bd92a",
          "model": "openai/gpt-5.4",
          "case_id": "commerce-catalog-desktop/clean/grounding/search",
          "status": "success",
          "wall_time_ms": 2161.831,
          "cost": 0.006035,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9031302572728028,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "d8b3d204d191f5c23aa9cf37",
          "model": "openai/gpt-5.4",
          "case_id": "commerce-catalog-desktop/clean/grounding/catalog-query",
          "status": "success",
          "wall_time_ms": 2847.882,
          "cost": 0.006575,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.823359576632034,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "9b65fb110e8ce0476e9cdb20",
          "model": "openai/gpt-5.4",
          "case_id": "commerce-catalog-desktop/clean/grounding/stock-filter",
          "status": "success",
          "wall_time_ms": 5362.731,
          "cost": 0.0076725,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.5136897173780947,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "99dadb90a4af52e055838d48",
          "model": "openai/gpt-5.4",
          "case_id": "analytics-dashboard-desktop/clean/grounding/search-field",
          "status": "success",
          "wall_time_ms": 3048.526,
          "cost": 0.0070225,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9558804507543094,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "63a976a2dd7cdccefce08424",
          "model": "openai/gpt-5.4",
          "case_id": "analytics-dashboard-desktop/clean/grounding/compare-toggle",
          "status": "success",
          "wall_time_ms": 3762.725,
          "cost": 0.007535,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.5300402708707087,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "758e35c4b64b72fe942bc4a5",
          "model": "openai/gpt-5.4",
          "case_id": "analytics-dashboard-desktop/clean/grounding/audience-tab",
          "status": "success",
          "wall_time_ms": 3021.821,
          "cost": 0.0066775,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.3166916097901603,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "e9e12042dc1e63014034f7ef",
          "model": "openai/gpt-5.4",
          "case_id": "analytics-dashboard-desktop/clean/grounding/revenue-card",
          "status": "success",
          "wall_time_ms": 5929.199,
          "cost": 0.007355,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9906016731066115,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "223a255d69fac5071612f579",
          "model": "openai/gpt-5.4",
          "case_id": "iot-control-desktop/clean/grounding/auto-mode",
          "status": "success",
          "wall_time_ms": 3066.607,
          "cost": 0.00647,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "65c4175fd4da5b1ba4c5be4b",
          "model": "openai/gpt-5.4",
          "case_id": "iot-control-desktop/clean/grounding/devices-nav",
          "status": "success",
          "wall_time_ms": 3621.069,
          "cost": 0.006065,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.946914617936731,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "14b91b2d0bd2cbaaf2e6ede8",
          "model": "openai/gpt-5.4",
          "case_id": "iot-control-desktop/clean/grounding/pump-card",
          "status": "success",
          "wall_time_ms": 2890.509,
          "cost": 0.0061475,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0.14586348844963687,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "1efc068bb1f051d512c6f32f",
          "model": "openai/gpt-5.4",
          "case_id": "iot-control-desktop/clean/grounding/restart-device",
          "status": "success",
          "wall_time_ms": 2332.406,
          "cost": 0.00614,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.963489970529028,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "069f00b49859e982de00d565",
          "model": "openai/gpt-5.4",
          "case_id": "banking-ios/clean/grounding/transfer",
          "status": "success",
          "wall_time_ms": 3089.439,
          "cost": 0.003815,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9667670396505261,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "198201744dccb904b6957017",
          "model": "openai/gpt-5.4",
          "case_id": "banking-ios/clean/grounding/profile",
          "status": "success",
          "wall_time_ms": 2260.731,
          "cost": 0.0033525,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9709006277987463,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "e6fb28ad13e159131994ab3c",
          "model": "openai/gpt-5.4",
          "case_id": "banking-ios/clean/grounding/transaction-search",
          "status": "success",
          "wall_time_ms": 1602.55,
          "cost": 0.0026475,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.11965511006375433,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "6d765066b28f507b2d5de746",
          "model": "openai/gpt-5.4",
          "case_id": "banking-ios/clean/grounding/hide-balance",
          "status": "success",
          "wall_time_ms": 6706.505,
          "cost": 0.0050775,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.2874142426663367,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "ac02b69a0dd900f37279cc68",
          "model": "openai/gpt-5.4",
          "case_id": "flight-pass-ios/clean/grounding/trips-tab",
          "status": "success",
          "wall_time_ms": 2820.549,
          "cost": 0.0040125,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "dd1fbb40215e91108e5eaa9c",
          "model": "openai/gpt-5.4",
          "case_id": "flight-pass-ios/clean/grounding/boarding-pass",
          "status": "success",
          "wall_time_ms": 1541.276,
          "cost": 0.002895,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "7216f4f725f7be19c35db7d8",
          "model": "openai/gpt-5.4",
          "case_id": "flight-pass-ios/clean/grounding/check-in",
          "status": "success",
          "wall_time_ms": 1652.631,
          "cost": 0.0027375,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "b3b11de85a20604ff071f3f7",
          "model": "openai/gpt-5.4",
          "case_id": "flight-pass-ios/clean/grounding/profile-tab",
          "status": "success",
          "wall_time_ms": 3292.143,
          "cost": 0.0037425,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "08b5663e025392e94779b4ee",
          "model": "openai/gpt-5.4",
          "case_id": "smart-home-android/clean/grounding/thermostat-card",
          "status": "success",
          "wall_time_ms": 1977.654,
          "cost": 0.003115,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9433760778153185,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "ffbce070b02f1d5b1baed1e2",
          "model": "openai/gpt-5.4",
          "case_id": "smart-home-android/clean/grounding/add-device",
          "status": "success",
          "wall_time_ms": 1502.166,
          "cost": 0.0024825,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9193908283463966,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "1d7859b56424aee63f4e23e4",
          "model": "openai/gpt-5.4",
          "case_id": "smart-home-android/clean/grounding/more",
          "status": "success",
          "wall_time_ms": 1912.834,
          "cost": 0.002965,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "4a76f5c9d8bd4a7c7ed5ff72",
          "model": "openai/gpt-5.4",
          "case_id": "smart-home-android/clean/grounding/room-search",
          "status": "success",
          "wall_time_ms": 2069.692,
          "cost": 0.0024825,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.40835256480048,
          "boxIoUAt50": false
        }
      ]
    },
    "google/gemini-3.6-flash": {
      "transport_attempt_count": 24,
      "response_count": 24,
      "request_failure_count": 0,
      "metrics": {
        "pointAccuracy": 0.7916666666666666,
        "meanIoU": 0.6451082740899948,
        "iouAt50": 0.6666666666666666,
        "schemaValidRate": 0.7916666666666666
      },
      "repeat_consistency": null,
      "wall_time_ms": [
        1893.326,
        1358.619,
        1387.424,
        1366.521,
        1673.867,
        3313.648,
        1209.485,
        2915.123,
        3790.818,
        1348.014,
        1198.304,
        1328.077,
        1888.517,
        1535.132,
        1125.072,
        1563.019,
        3485.663,
        1293.231,
        1198.286,
        3296.711,
        1558.857,
        1773.689,
        1344.212,
        1192.967
      ],
      "total_cost": 0.06372150000000001,
      "attempts": [
        {
          "attempt_id": "43e7ed3669df0bd3a72d1e18",
          "model": "google/gemini-3.6-flash",
          "case_id": "commerce-catalog-desktop/clean/grounding/add-product",
          "status": "success",
          "wall_time_ms": 1893.326,
          "cost": 0.002202,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9932670824297664,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "2897f4932528660c4d7d595b",
          "model": "google/gemini-3.6-flash",
          "case_id": "commerce-catalog-desktop/clean/grounding/search",
          "status": "success",
          "wall_time_ms": 1358.619,
          "cost": 0.002082,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8785808812979015,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "0ba4fa57a05d90fdf6bb2867",
          "model": "google/gemini-3.6-flash",
          "case_id": "commerce-catalog-desktop/clean/grounding/catalog-query",
          "status": "success",
          "wall_time_ms": 1387.424,
          "cost": 0.0021045,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8425648661053785,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "c9ba413fd1c151de0a5f158c",
          "model": "google/gemini-3.6-flash",
          "case_id": "commerce-catalog-desktop/clean/grounding/stock-filter",
          "status": "success",
          "wall_time_ms": 1366.521,
          "cost": 0.0020985,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.0805840714870343,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "95992cafbf4bac113b08aefe",
          "model": "google/gemini-3.6-flash",
          "case_id": "analytics-dashboard-desktop/clean/grounding/search-field",
          "status": "success",
          "wall_time_ms": 1673.867,
          "cost": 0.0022005,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9558804507543094,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "6b49115e6e07fe309ab010cd",
          "model": "google/gemini-3.6-flash",
          "case_id": "analytics-dashboard-desktop/clean/grounding/compare-toggle",
          "status": "invalid_response",
          "wall_time_ms": 3313.648,
          "cost": 0.0046845,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "0a786fe638a058cc87ca7fea",
          "model": "google/gemini-3.6-flash",
          "case_id": "analytics-dashboard-desktop/clean/grounding/audience-tab",
          "status": "success",
          "wall_time_ms": 1209.485,
          "cost": 0.0021855,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.7700279687274331,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "c8c2911b9478d7632fc4c955",
          "model": "google/gemini-3.6-flash",
          "case_id": "analytics-dashboard-desktop/clean/grounding/revenue-card",
          "status": "invalid_response",
          "wall_time_ms": 2915.123,
          "cost": 0.004692,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "4c64e26ea027b8670f97727d",
          "model": "google/gemini-3.6-flash",
          "case_id": "iot-control-desktop/clean/grounding/auto-mode",
          "status": "invalid_response",
          "wall_time_ms": 3790.818,
          "cost": 0.004692,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "0f927eaa213f3860e0a79549",
          "model": "google/gemini-3.6-flash",
          "case_id": "iot-control-desktop/clean/grounding/devices-nav",
          "status": "success",
          "wall_time_ms": 1348.014,
          "cost": 0.002187,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9908265557744141,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "87d77c9cfc309bb82d0566ab",
          "model": "google/gemini-3.6-flash",
          "case_id": "iot-control-desktop/clean/grounding/pump-card",
          "status": "success",
          "wall_time_ms": 1198.304,
          "cost": 0.002109,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9759825860517736,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "fc5c4665ed5a98f34bfa5bf9",
          "model": "google/gemini-3.6-flash",
          "case_id": "iot-control-desktop/clean/grounding/restart-device",
          "status": "success",
          "wall_time_ms": 1328.077,
          "cost": 0.0021045,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9762846034133694,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "72c5deed0e050f09834b9760",
          "model": "google/gemini-3.6-flash",
          "case_id": "banking-ios/clean/grounding/transfer",
          "status": "success",
          "wall_time_ms": 1888.517,
          "cost": 0.0020745,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9605228602797484,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "3535daef65116b7b8493b262",
          "model": "google/gemini-3.6-flash",
          "case_id": "banking-ios/clean/grounding/profile",
          "status": "success",
          "wall_time_ms": 1535.132,
          "cost": 0.002166,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9392126771521667,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "1913f3f477cdf76ff9857710",
          "model": "google/gemini-3.6-flash",
          "case_id": "banking-ios/clean/grounding/transaction-search",
          "status": "success",
          "wall_time_ms": 1125.072,
          "cost": 0.002076,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8606775633691806,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "aede1f3096200e5d252bf29f",
          "model": "google/gemini-3.6-flash",
          "case_id": "banking-ios/clean/grounding/hide-balance",
          "status": "success",
          "wall_time_ms": 1563.019,
          "cost": 0.0020685,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.03312031162027591,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "0719ea4e87d66425c1a7cb78",
          "model": "google/gemini-3.6-flash",
          "case_id": "flight-pass-ios/clean/grounding/trips-tab",
          "status": "invalid_response",
          "wall_time_ms": 3485.663,
          "cost": 0.004671,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "d1c29ba7e31b45d7003b12a0",
          "model": "google/gemini-3.6-flash",
          "case_id": "flight-pass-ios/clean/grounding/boarding-pass",
          "status": "success",
          "wall_time_ms": 1293.231,
          "cost": 0.002082,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9725320939824987,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "0c23f9ca2bcdf238f747757a",
          "model": "google/gemini-3.6-flash",
          "case_id": "flight-pass-ios/clean/grounding/check-in",
          "status": "success",
          "wall_time_ms": 1198.286,
          "cost": 0.002076,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9772036136848217,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "a14a05cb0a946fabf1c36a46",
          "model": "google/gemini-3.6-flash",
          "case_id": "flight-pass-ios/clean/grounding/profile-tab",
          "status": "invalid_response",
          "wall_time_ms": 3296.711,
          "cost": 0.0046635,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "e29bd052426e251080e462ab",
          "model": "google/gemini-3.6-flash",
          "case_id": "smart-home-android/clean/grounding/thermostat-card",
          "status": "success",
          "wall_time_ms": 1558.857,
          "cost": 0.0020775,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.986720876111822,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "662d20730f45423a2e3e2f0d",
          "model": "google/gemini-3.6-flash",
          "case_id": "smart-home-android/clean/grounding/add-device",
          "status": "success",
          "wall_time_ms": 1773.689,
          "cost": 0.0021735,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9772036136848217,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "eecaca344b1c88c794c87bbb",
          "model": "google/gemini-3.6-flash",
          "case_id": "smart-home-android/clean/grounding/more",
          "status": "success",
          "wall_time_ms": 1344.212,
          "cost": 0.002175,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.4452153706667883,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "5bae698a58da1586f409450a",
          "model": "google/gemini-3.6-flash",
          "case_id": "smart-home-android/clean/grounding/room-search",
          "status": "success",
          "wall_time_ms": 1192.967,
          "cost": 0.002076,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8661905315663693,
          "boxIoUAt50": true
        }
      ]
    },
    "openai/gpt-5.6-sol": {
      "transport_attempt_count": 24,
      "response_count": 24,
      "request_failure_count": 0,
      "metrics": {
        "pointAccuracy": 0.9583333333333334,
        "meanIoU": 0.6768970507750426,
        "iouAt50": 0.7083333333333334,
        "schemaValidRate": 1
      },
      "repeat_consistency": null,
      "wall_time_ms": [
        3079.495,
        3672.496,
        2119.468,
        3582.094,
        2022.172,
        3697.298,
        4203.433,
        2641.448,
        3765.183,
        1417.215,
        3958.254,
        2078.831,
        2645.214,
        3231.992,
        3875.373,
        6713.742,
        2702.362,
        1695.896,
        1521.004,
        7339.229,
        1680.828,
        2303.87,
        4319.527,
        3150.245
      ],
      "total_cost": 0.24532749999999995,
      "attempts": [
        {
          "attempt_id": "6f10ae292ea6ed409d9d7d59",
          "model": "openai/gpt-5.6-sol",
          "case_id": "commerce-catalog-desktop/clean/grounding/add-product",
          "status": "success",
          "wall_time_ms": 3079.495,
          "cost": 0.01288625,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9934718156600124,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "86bcfeeb5bd1b768f4c4018e",
          "model": "openai/gpt-5.6-sol",
          "case_id": "commerce-catalog-desktop/clean/grounding/search",
          "status": "success",
          "wall_time_ms": 3672.496,
          "cost": 0.01477625,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.7009230818820404,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "efeddae9afcead4ea0145c67",
          "model": "openai/gpt-5.6-sol",
          "case_id": "commerce-catalog-desktop/clean/grounding/catalog-query",
          "status": "success",
          "wall_time_ms": 2119.468,
          "cost": 0.01258625,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8246379540605832,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "0bff8bad02f8e92fcb4819e2",
          "model": "openai/gpt-5.6-sol",
          "case_id": "commerce-catalog-desktop/clean/grounding/stock-filter",
          "status": "success",
          "wall_time_ms": 3582.094,
          "cost": 0.0155025,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.06907206127460082,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "27f6d4e4f37bcf64e642f970",
          "model": "openai/gpt-5.6-sol",
          "case_id": "analytics-dashboard-desktop/clean/grounding/search-field",
          "status": "success",
          "wall_time_ms": 2022.172,
          "cost": 0.01258,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8209025848659529,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "d6bcbd4e70dbf0159018d028",
          "model": "openai/gpt-5.6-sol",
          "case_id": "analytics-dashboard-desktop/clean/grounding/compare-toggle",
          "status": "success",
          "wall_time_ms": 3697.298,
          "cost": 0.01552625,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.4391242072380626,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "cbe8a9d90caf11c1c057a1f0",
          "model": "openai/gpt-5.6-sol",
          "case_id": "analytics-dashboard-desktop/clean/grounding/audience-tab",
          "status": "success",
          "wall_time_ms": 4203.433,
          "cost": 0.01666,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9257175587027299,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "91192cc98485299e16016bbd",
          "model": "openai/gpt-5.6-sol",
          "case_id": "analytics-dashboard-desktop/clean/grounding/revenue-card",
          "status": "success",
          "wall_time_ms": 2641.448,
          "cost": 0.01447625,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9890804852125081,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "2cf38d41cd5f15c8ee9c13e7",
          "model": "openai/gpt-5.6-sol",
          "case_id": "iot-control-desktop/clean/grounding/auto-mode",
          "status": "success",
          "wall_time_ms": 3765.183,
          "cost": 0.01807625,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.03974687097878154,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "7d33e6397d85ab56ea58f035",
          "model": "openai/gpt-5.6-sol",
          "case_id": "iot-control-desktop/clean/grounding/devices-nav",
          "status": "success",
          "wall_time_ms": 1417.215,
          "cost": 0.01258625,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9241496170948116,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "4834e8859f7327c9e41171a5",
          "model": "openai/gpt-5.6-sol",
          "case_id": "iot-control-desktop/clean/grounding/pump-card",
          "status": "success",
          "wall_time_ms": 3958.254,
          "cost": 0.014285,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9757049108661706,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "d06322701b302b06dd15af56",
          "model": "openai/gpt-5.6-sol",
          "case_id": "iot-control-desktop/clean/grounding/restart-device",
          "status": "success",
          "wall_time_ms": 2078.831,
          "cost": 0.01258625,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0.28753954953094657,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "d43f6c5605fc9030a2215774",
          "model": "openai/gpt-5.6-sol",
          "case_id": "banking-ios/clean/grounding/transfer",
          "status": "success",
          "wall_time_ms": 2645.214,
          "cost": 0.00457,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.3543952703962102,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "50b366da901c930304592f6b",
          "model": "openai/gpt-5.6-sol",
          "case_id": "banking-ios/clean/grounding/profile",
          "status": "success",
          "wall_time_ms": 3231.992,
          "cost": 0.006435,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9631189651159091,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "38cb5b23b76481b94a239942",
          "model": "openai/gpt-5.6-sol",
          "case_id": "banking-ios/clean/grounding/transaction-search",
          "status": "success",
          "wall_time_ms": 3875.373,
          "cost": 0.006555,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.848827687345642,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "21cdd3a9a9b330cce96a906a",
          "model": "openai/gpt-5.6-sol",
          "case_id": "banking-ios/clean/grounding/hide-balance",
          "status": "success",
          "wall_time_ms": 6713.742,
          "cost": 0.007785,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.20108995068157762,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "221270963338a99f2b65668c",
          "model": "openai/gpt-5.6-sol",
          "case_id": "flight-pass-ios/clean/grounding/trips-tab",
          "status": "success",
          "wall_time_ms": 2702.362,
          "cost": 0.006915,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.728029984198174,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "23ad85de3d74d2e4a04332a9",
          "model": "openai/gpt-5.6-sol",
          "case_id": "flight-pass-ios/clean/grounding/boarding-pass",
          "status": "success",
          "wall_time_ms": 1695.896,
          "cost": 0.00459,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9170285429977784,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "f196eaa332fd580d4fec0df5",
          "model": "openai/gpt-5.6-sol",
          "case_id": "flight-pass-ios/clean/grounding/check-in",
          "status": "success",
          "wall_time_ms": 1521.004,
          "cost": 0.004575,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8033160852012929,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "03038ab26a2b26ab4af8db34",
          "model": "openai/gpt-5.6-sol",
          "case_id": "flight-pass-ios/clean/grounding/profile-tab",
          "status": "success",
          "wall_time_ms": 7339.229,
          "cost": 0.011265,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.7279606031598126,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "07bead8e17b18a2b2a6f59f5",
          "model": "openai/gpt-5.6-sol",
          "case_id": "smart-home-android/clean/grounding/thermostat-card",
          "status": "success",
          "wall_time_ms": 1680.828,
          "cost": 0.00458,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.45791428367453163,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "1b0e6ef7f6c97a867ed84381",
          "model": "openai/gpt-5.6-sol",
          "case_id": "smart-home-android/clean/grounding/add-device",
          "status": "success",
          "wall_time_ms": 2303.87,
          "cost": 0.004575,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.5889037387939656,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "ae527cfdfb52e2451e4c50c3",
          "model": "openai/gpt-5.6-sol",
          "case_id": "smart-home-android/clean/grounding/more",
          "status": "success",
          "wall_time_ms": 4319.527,
          "cost": 0.00458,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8003891525912613,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "a1f807c80e1c170726f2bc23",
          "model": "openai/gpt-5.6-sol",
          "case_id": "smart-home-android/clean/grounding/room-search",
          "status": "success",
          "wall_time_ms": 3150.245,
          "cost": 0.006375,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8644842570776636,
          "boxIoUAt50": true
        }
      ]
    },
    "openai/gpt-5.6-luna": {
      "transport_attempt_count": 24,
      "response_count": 24,
      "request_failure_count": 0,
      "metrics": {
        "pointAccuracy": 1,
        "meanIoU": 0.770578890564131,
        "iouAt50": 0.7916666666666666,
        "schemaValidRate": 1
      },
      "repeat_consistency": null,
      "wall_time_ms": [
        2904.008,
        2162.391,
        2898.307,
        2861.531,
        3857.921,
        2375.449,
        2938.843,
        2335.164,
        3774.799,
        5375.267,
        2832.293,
        2698.008,
        2618.537,
        11859.418,
        2027.099,
        4255.449,
        4746.029,
        8700.997,
        2659.089,
        3443.336,
        2403.222,
        1060.39,
        2133.529,
        2181.935
      ],
      "total_cost": 0.005701550000000001,
      "attempts": [
        {
          "attempt_id": "55d6ec30ef35e5dfbeef16ba",
          "model": "openai/gpt-5.6-luna",
          "case_id": "commerce-catalog-desktop/clean/grounding/add-product",
          "status": "success",
          "wall_time_ms": 2904.008,
          "cost": 0.000290725,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9734577622286735,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "9b87889108bb3f761c8a14ae",
          "model": "openai/gpt-5.6-luna",
          "case_id": "commerce-catalog-desktop/clean/grounding/search",
          "status": "success",
          "wall_time_ms": 2162.391,
          "cost": 0.000312325,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9675787247276455,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "35088b88594f6e8a80720e44",
          "model": "openai/gpt-5.6-luna",
          "case_id": "commerce-catalog-desktop/clean/grounding/catalog-query",
          "status": "success",
          "wall_time_ms": 2898.307,
          "cost": 0.000293125,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8246379540605832,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "c69f2acefcb8c6afd31a5f43",
          "model": "openai/gpt-5.6-luna",
          "case_id": "commerce-catalog-desktop/clean/grounding/stock-filter",
          "status": "success",
          "wall_time_ms": 2861.531,
          "cost": 0.00032805,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.06561845821087078,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "3d6b14a8e856ec541ff1ed4a",
          "model": "openai/gpt-5.6-luna",
          "case_id": "analytics-dashboard-desktop/clean/grounding/search-field",
          "status": "success",
          "wall_time_ms": 3857.921,
          "cost": 0.000296,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9782124823785875,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "c2947e6c727cd49897eb52d0",
          "model": "openai/gpt-5.6-luna",
          "case_id": "analytics-dashboard-desktop/clean/grounding/compare-toggle",
          "status": "success",
          "wall_time_ms": 2375.449,
          "cost": 0.000314125,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.4171679968761595,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "7f26b427db2b00ee43f904e3",
          "model": "openai/gpt-5.6-luna",
          "case_id": "analytics-dashboard-desktop/clean/grounding/audience-tab",
          "status": "success",
          "wall_time_ms": 2938.843,
          "cost": 0.0003458,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.898220200097302,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "c6c2288235d1f241b7236ce8",
          "model": "openai/gpt-5.6-luna",
          "case_id": "analytics-dashboard-desktop/clean/grounding/revenue-card",
          "status": "success",
          "wall_time_ms": 2335.164,
          "cost": 0.000305725,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9828747723510349,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "1d50c9f2c2f1d7d89842bec4",
          "model": "openai/gpt-5.6-luna",
          "case_id": "iot-control-desktop/clean/grounding/auto-mode",
          "status": "success",
          "wall_time_ms": 3774.799,
          "cost": 0.000334525,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.04063441208484528,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "1d55fb95d5a7e5d97a8fa36d",
          "model": "openai/gpt-5.6-luna",
          "case_id": "iot-control-desktop/clean/grounding/devices-nav",
          "status": "success",
          "wall_time_ms": 5375.267,
          "cost": 0.000302725,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9908265557744141,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "8bd81ef2fe4be09cb02b1ea5",
          "model": "openai/gpt-5.6-luna",
          "case_id": "iot-control-desktop/clean/grounding/pump-card",
          "status": "success",
          "wall_time_ms": 2832.293,
          "cost": 0.0003259,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9757049108661706,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "a33222074d2eb27f8f941d12",
          "model": "openai/gpt-5.6-luna",
          "case_id": "iot-control-desktop/clean/grounding/restart-device",
          "status": "success",
          "wall_time_ms": 2698.008,
          "cost": 0.000306925,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9722465288420963,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "02a11565d0cffe5d122f8e5e",
          "model": "openai/gpt-5.6-luna",
          "case_id": "banking-ios/clean/grounding/transfer",
          "status": "success",
          "wall_time_ms": 2618.537,
          "cost": 0.0001382,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9772036136848217,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "895dcc587593a396890e9d01",
          "model": "openai/gpt-5.6-luna",
          "case_id": "banking-ios/clean/grounding/profile",
          "status": "success",
          "wall_time_ms": 11859.418,
          "cost": 0.0001371,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9519044965694483,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "40d7edabf2ed96dde3d06aae",
          "model": "openai/gpt-5.6-luna",
          "case_id": "banking-ios/clean/grounding/transaction-search",
          "status": "success",
          "wall_time_ms": 2027.099,
          "cost": 0.0001395,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8476522453114688,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "26be5510157f1d21b7749861",
          "model": "openai/gpt-5.6-luna",
          "case_id": "banking-ios/clean/grounding/hide-balance",
          "status": "success",
          "wall_time_ms": 4255.449,
          "cost": 0.0002307,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.03248338255065523,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "e239a6454121eac31d9f584b",
          "model": "openai/gpt-5.6-luna",
          "case_id": "flight-pass-ios/clean/grounding/trips-tab",
          "status": "success",
          "wall_time_ms": 4746.029,
          "cost": 0.0002919,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.12654100576423857,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "7af4201bdb37b720b9015841",
          "model": "openai/gpt-5.6-luna",
          "case_id": "flight-pass-ios/clean/grounding/boarding-pass",
          "status": "success",
          "wall_time_ms": 8700.997,
          "cost": 0.000135,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.986342221925507,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "7b1d0cabab8c41d062e18485",
          "model": "openai/gpt-5.6-luna",
          "case_id": "flight-pass-ios/clean/grounding/check-in",
          "status": "success",
          "wall_time_ms": 2659.089,
          "cost": 0.0001335,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9873400368524146,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "b19e3b2df7899948d0d95f43",
          "model": "openai/gpt-5.6-luna",
          "case_id": "flight-pass-ios/clean/grounding/profile-tab",
          "status": "success",
          "wall_time_ms": 3443.336,
          "cost": 0.0002235,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.7279606031598126,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "4eed0077fedea7452c5e3abe",
          "model": "openai/gpt-5.6-luna",
          "case_id": "smart-home-android/clean/grounding/thermostat-card",
          "status": "success",
          "wall_time_ms": 2403.222,
          "cost": 0.000133,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9930474343914654,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "e70b2ed700d028ea9948015f",
          "model": "openai/gpt-5.6-luna",
          "case_id": "smart-home-android/clean/grounding/add-device",
          "status": "success",
          "wall_time_ms": 1060.39,
          "cost": 0.0000915,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9598488211838173,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "78ee0e61d0b9118389cdf7d2",
          "model": "openai/gpt-5.6-luna",
          "case_id": "smart-home-android/clean/grounding/more",
          "status": "success",
          "wall_time_ms": 2133.529,
          "cost": 0.0001552,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9519044965694483,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "dddf5dcd437e4c19ecaf34fe",
          "model": "openai/gpt-5.6-luna",
          "case_id": "smart-home-android/clean/grounding/room-search",
          "status": "success",
          "wall_time_ms": 2181.935,
          "cost": 0.0001365,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8644842570776636,
          "boxIoUAt50": true
        }
      ]
    },
    "anthropic/claude-sonnet-5": {
      "transport_attempt_count": 24,
      "response_count": 24,
      "request_failure_count": 0,
      "metrics": {
        "pointAccuracy": 0.20833333333333334,
        "meanIoU": 0.04322858121619134,
        "iouAt50": 0,
        "schemaValidRate": 0.8333333333333334
      },
      "repeat_consistency": null,
      "wall_time_ms": [
        5521.263,
        4319.351,
        3582.395,
        3759.912,
        3637.049,
        3932.465,
        3713.157,
        3345.975,
        3579.928,
        3611.359,
        3693.142,
        4200.597,
        2963.37,
        3674.239,
        4065.625,
        3615.257,
        3969.868,
        5428.079,
        3628.569,
        4131.826,
        3598.231,
        4273.514,
        3978.166,
        3548.056
      ],
      "total_cost": 0.09897,
      "attempts": [
        {
          "attempt_id": "a72fe006942ba9f6a8c06c5f",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "commerce-catalog-desktop/clean/grounding/add-product",
          "status": "invalid_response",
          "wall_time_ms": 5521.263,
          "cost": 0.005418,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "82ee266d814325b798ff9fc9",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "commerce-catalog-desktop/clean/grounding/search",
          "status": "invalid_response",
          "wall_time_ms": 4319.351,
          "cost": 0.005418,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "432725f506ef41905834423a",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "commerce-catalog-desktop/clean/grounding/catalog-query",
          "status": "success",
          "wall_time_ms": 3582.395,
          "cost": 0.005402,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "e78e489447530907881a28a9",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "commerce-catalog-desktop/clean/grounding/stock-filter",
          "status": "success",
          "wall_time_ms": 3759.912,
          "cost": 0.005406,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "f0f22828a6c0fbb2d6854c9f",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "analytics-dashboard-desktop/clean/grounding/search-field",
          "status": "success",
          "wall_time_ms": 3637.049,
          "cost": 0.005394,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "17948e53326c6513ef78023a",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "analytics-dashboard-desktop/clean/grounding/compare-toggle",
          "status": "success",
          "wall_time_ms": 3932.465,
          "cost": 0.005404,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "d5a79bf82f33b237c8ae31b0",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "analytics-dashboard-desktop/clean/grounding/audience-tab",
          "status": "success",
          "wall_time_ms": 3713.157,
          "cost": 0.0054,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.18414976162096383,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "a8e4446477fc0c8a47e1a366",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "analytics-dashboard-desktop/clean/grounding/revenue-card",
          "status": "success",
          "wall_time_ms": 3345.975,
          "cost": 0.005404,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.32570041602579547,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "9993b6755675dc44fe5da428",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "iot-control-desktop/clean/grounding/auto-mode",
          "status": "success",
          "wall_time_ms": 3579.928,
          "cost": 0.005408,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "122a3e7d19dc29bafd9c7f09",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "iot-control-desktop/clean/grounding/devices-nav",
          "status": "success",
          "wall_time_ms": 3611.359,
          "cost": 0.005404,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.3664239838033855,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "541e0e9b440bdfc21c4b0278",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "iot-control-desktop/clean/grounding/pump-card",
          "status": "invalid_response",
          "wall_time_ms": 3693.142,
          "cost": 0.005422,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "fa8c1d626b750afa7cfa66c2",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "iot-control-desktop/clean/grounding/restart-device",
          "status": "invalid_response",
          "wall_time_ms": 4200.597,
          "cost": 0.00542,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "220bf00419dc47eff4069d5b",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "banking-ios/clean/grounding/transfer",
          "status": "success",
          "wall_time_ms": 2963.37,
          "cost": 0.002836,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "107ba283a0e553b3a028f286",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "banking-ios/clean/grounding/profile",
          "status": "success",
          "wall_time_ms": 3674.239,
          "cost": 0.002836,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "c6b440c52d947c18cba4dccd",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "banking-ios/clean/grounding/transaction-search",
          "status": "success",
          "wall_time_ms": 4065.625,
          "cost": 0.002838,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.07281972837129133,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "075d94a5b9f63a02c646adc2",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "banking-ios/clean/grounding/hide-balance",
          "status": "success",
          "wall_time_ms": 3615.257,
          "cost": 0.002842,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "976f5c9a1370df017f782620",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "flight-pass-ios/clean/grounding/trips-tab",
          "status": "success",
          "wall_time_ms": 3969.868,
          "cost": 0.002842,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "b7935b3248928adc73cb7652",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "flight-pass-ios/clean/grounding/boarding-pass",
          "status": "success",
          "wall_time_ms": 5428.079,
          "cost": 0.00285,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "29c6efee2091f997b9cd1571",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "flight-pass-ios/clean/grounding/check-in",
          "status": "success",
          "wall_time_ms": 3628.569,
          "cost": 0.002834,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "e97fbef48d99a62829dcc214",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "flight-pass-ios/clean/grounding/profile-tab",
          "status": "success",
          "wall_time_ms": 4131.826,
          "cost": 0.002842,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "d64d05e72a07e2aabfad9ff8",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "smart-home-android/clean/grounding/thermostat-card",
          "status": "success",
          "wall_time_ms": 3598.231,
          "cost": 0.002842,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "02329ee536b934801236602a",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "smart-home-android/clean/grounding/add-device",
          "status": "success",
          "wall_time_ms": 4273.514,
          "cost": 0.002834,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "c893de3510251088495168bc",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "smart-home-android/clean/grounding/more",
          "status": "success",
          "wall_time_ms": 3978.166,
          "cost": 0.002836,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "3117d402bb8816a8010fa9d4",
          "model": "anthropic/claude-sonnet-5",
          "case_id": "smart-home-android/clean/grounding/room-search",
          "status": "success",
          "wall_time_ms": 3548.056,
          "cost": 0.002838,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.08839205936715591,
          "boxIoUAt50": false
        }
      ]
    },
    "anthropic/claude-opus-5": {
      "transport_attempt_count": 24,
      "response_count": 24,
      "request_failure_count": 0,
      "metrics": {
        "pointAccuracy": 0.4583333333333333,
        "meanIoU": 0.3139966886707624,
        "iouAt50": 0.3333333333333333,
        "schemaValidRate": 0.875
      },
      "repeat_consistency": null,
      "wall_time_ms": [
        6680.762,
        4122.19,
        3451.233,
        3825.511,
        4294.557,
        4693.194,
        4196.418,
        4852.053,
        3869.552,
        3757.365,
        4460.078,
        4108.102,
        4648.59,
        4012.529,
        5872.892,
        4956.129,
        3405.76,
        3394.799,
        3511.844,
        3904.579,
        3706.101,
        3887.202,
        4103.154,
        3979.162
      ],
      "total_cost": 0.24740000000000004,
      "attempts": [
        {
          "attempt_id": "094a8a177bc917f272e9eaf9",
          "model": "anthropic/claude-opus-5",
          "case_id": "commerce-catalog-desktop/clean/grounding/add-product",
          "status": "success",
          "wall_time_ms": 6680.762,
          "cost": 0.013495,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9164451618426002,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "319934a5941e35c5cab8f7d9",
          "model": "anthropic/claude-opus-5",
          "case_id": "commerce-catalog-desktop/clean/grounding/search",
          "status": "success",
          "wall_time_ms": 4122.19,
          "cost": 0.013495,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.5936258658255639,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "ed7d80aa6b8d1048823a0f28",
          "model": "anthropic/claude-opus-5",
          "case_id": "commerce-catalog-desktop/clean/grounding/catalog-query",
          "status": "success",
          "wall_time_ms": 3451.233,
          "cost": 0.013505,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8612885297966091,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "3545485e7db363bc3f1bc9f6",
          "model": "anthropic/claude-opus-5",
          "case_id": "commerce-catalog-desktop/clean/grounding/stock-filter",
          "status": "success",
          "wall_time_ms": 3825.511,
          "cost": 0.013515,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.07108666306177668,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "07521c3956fc6c0abc1d7d35",
          "model": "anthropic/claude-opus-5",
          "case_id": "analytics-dashboard-desktop/clean/grounding/search-field",
          "status": "success",
          "wall_time_ms": 4294.557,
          "cost": 0.013485,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "ec74d7deefd9d6bed012ac8c",
          "model": "anthropic/claude-opus-5",
          "case_id": "analytics-dashboard-desktop/clean/grounding/compare-toggle",
          "status": "success",
          "wall_time_ms": 4693.194,
          "cost": 0.01351,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.4820703573026539,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "275ac78b047e16503a52f203",
          "model": "anthropic/claude-opus-5",
          "case_id": "analytics-dashboard-desktop/clean/grounding/audience-tab",
          "status": "success",
          "wall_time_ms": 4196.418,
          "cost": 0.0135,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.82973201765022,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "3451745528ef8998dabff370",
          "model": "anthropic/claude-opus-5",
          "case_id": "analytics-dashboard-desktop/clean/grounding/revenue-card",
          "status": "success",
          "wall_time_ms": 4852.053,
          "cost": 0.01351,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.982195935868697,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "ac73ab0ca55b5f1e68f0d663",
          "model": "anthropic/claude-opus-5",
          "case_id": "iot-control-desktop/clean/grounding/auto-mode",
          "status": "success",
          "wall_time_ms": 3869.552,
          "cost": 0.01352,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.59817333653868,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "7d111c16ce32ad3e212f0353",
          "model": "anthropic/claude-opus-5",
          "case_id": "iot-control-desktop/clean/grounding/devices-nav",
          "status": "success",
          "wall_time_ms": 3757.365,
          "cost": 0.01351,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8127633351718062,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "83e30b876f3542d7ed47eba0",
          "model": "anthropic/claude-opus-5",
          "case_id": "iot-control-desktop/clean/grounding/pump-card",
          "status": "success",
          "wall_time_ms": 4460.078,
          "cost": 0.01353,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0.15626421079452232,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "6c244361373a80fc9c68c0ea",
          "model": "anthropic/claude-opus-5",
          "case_id": "iot-control-desktop/clean/grounding/restart-device",
          "status": "success",
          "wall_time_ms": 4108.102,
          "cost": 0.0135,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9383796593779474,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "a19ef6cb5611defa38e35b40",
          "model": "anthropic/claude-opus-5",
          "case_id": "banking-ios/clean/grounding/transfer",
          "status": "invalid_response",
          "wall_time_ms": 4648.59,
          "cost": 0.00714,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "b05f919222c185cf74ad6ac8",
          "model": "anthropic/claude-opus-5",
          "case_id": "banking-ios/clean/grounding/profile",
          "status": "success",
          "wall_time_ms": 4012.529,
          "cost": 0.00709,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "21cad73359bcfe2d8b57d334",
          "model": "anthropic/claude-opus-5",
          "case_id": "banking-ios/clean/grounding/transaction-search",
          "status": "success",
          "wall_time_ms": 5872.892,
          "cost": 0.007095,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "863a648fdbde0867d17ff2c2",
          "model": "anthropic/claude-opus-5",
          "case_id": "banking-ios/clean/grounding/hide-balance",
          "status": "success",
          "wall_time_ms": 4956.129,
          "cost": 0.007105,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "65a2d734a1ac6fbab470e57c",
          "model": "anthropic/claude-opus-5",
          "case_id": "flight-pass-ios/clean/grounding/trips-tab",
          "status": "invalid_response",
          "wall_time_ms": 3405.76,
          "cost": 0.007155,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "27104b9c88a432db9b42ad37",
          "model": "anthropic/claude-opus-5",
          "case_id": "flight-pass-ios/clean/grounding/boarding-pass",
          "status": "success",
          "wall_time_ms": 3394.799,
          "cost": 0.007125,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "2d8d635d7b365ac4956dc416",
          "model": "anthropic/claude-opus-5",
          "case_id": "flight-pass-ios/clean/grounding/check-in",
          "status": "success",
          "wall_time_ms": 3511.844,
          "cost": 0.007085,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "a0f80bcf869f819194432a0d",
          "model": "anthropic/claude-opus-5",
          "case_id": "flight-pass-ios/clean/grounding/profile-tab",
          "status": "success",
          "wall_time_ms": 3904.579,
          "cost": 0.007105,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "e5cc3a8e89f0a85a2737f5af",
          "model": "anthropic/claude-opus-5",
          "case_id": "smart-home-android/clean/grounding/thermostat-card",
          "status": "success",
          "wall_time_ms": 3706.101,
          "cost": 0.007105,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0.29389545486722135,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "11d054945ec0cb81cbb0d1c3",
          "model": "anthropic/claude-opus-5",
          "case_id": "smart-home-android/clean/grounding/add-device",
          "status": "invalid_response",
          "wall_time_ms": 3887.202,
          "cost": 0.007135,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "6b923c4989f8af9786a071ad",
          "model": "anthropic/claude-opus-5",
          "case_id": "smart-home-android/clean/grounding/more",
          "status": "success",
          "wall_time_ms": 4103.154,
          "cost": 0.00709,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "03e36a78b39581492e04fac0",
          "model": "anthropic/claude-opus-5",
          "case_id": "smart-home-android/clean/grounding/room-search",
          "status": "success",
          "wall_time_ms": 3979.162,
          "cost": 0.007095,
          "schemaValid": true,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        }
      ]
    },
    "google/gemini-3.1-pro-preview": {
      "transport_attempt_count": 24,
      "response_count": 24,
      "request_failure_count": 0,
      "metrics": {
        "pointAccuracy": 0.875,
        "meanIoU": 0.6316910569751387,
        "iouAt50": 0.5833333333333334,
        "schemaValidRate": 0.875
      },
      "repeat_consistency": null,
      "wall_time_ms": [
        11667.216,
        3773.697,
        6040.544,
        3339.043,
        3780.606,
        3001.476,
        3548.756,
        8645.31,
        3713.037,
        6472.185,
        27789.668,
        22847.746,
        2714.075,
        9113.302,
        37418.122,
        52212.435,
        3509.957,
        2879.705,
        6646.308,
        35165.545,
        4407.107,
        3347.916,
        2890.414,
        20549.805
      ],
      "total_cost": 0.072566,
      "attempts": [
        {
          "attempt_id": "2dc626f8e31822c7d56939ba",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "commerce-catalog-desktop/clean/grounding/add-product",
          "status": "success",
          "wall_time_ms": 11667.216,
          "cost": 0.003078,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9355874913498428,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "0d89f5b5732159302940f5ef",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "commerce-catalog-desktop/clean/grounding/search",
          "status": "success",
          "wall_time_ms": 3773.697,
          "cost": 0.003006,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.14086547908222144,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "5d49640e49b00d5f59a8e58d",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "commerce-catalog-desktop/clean/grounding/catalog-query",
          "status": "success",
          "wall_time_ms": 6040.544,
          "cost": 0.003042,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8612885297966091,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "c2356f36c6116d3dd2d84e04",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "commerce-catalog-desktop/clean/grounding/stock-filter",
          "status": "success",
          "wall_time_ms": 3339.043,
          "cost": 0.00302,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.48321662866689485,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "6de7b7c0b69a272a626805e5",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "analytics-dashboard-desktop/clean/grounding/search-field",
          "status": "success",
          "wall_time_ms": 3780.606,
          "cost": 0.003064,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9656445141519203,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "08a1155220620bd9350d7f16",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "analytics-dashboard-desktop/clean/grounding/compare-toggle",
          "status": "success",
          "wall_time_ms": 3001.476,
          "cost": 0.003054,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.40146436681240144,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "6717dccbb96e03486ff11904",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "analytics-dashboard-desktop/clean/grounding/audience-tab",
          "status": "success",
          "wall_time_ms": 3548.756,
          "cost": 0.003028,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9597851732559296,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "949face3ca55a94aa31217a5",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "analytics-dashboard-desktop/clean/grounding/revenue-card",
          "status": "success",
          "wall_time_ms": 8645.31,
          "cost": 0.003054,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9906109155726818,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "403ce0879dde8354ffcbdae7",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "iot-control-desktop/clean/grounding/auto-mode",
          "status": "success",
          "wall_time_ms": 3713.037,
          "cost": 0.003054,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.42351450271881735,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "a66cdb37ece9c42b4d5bc4d8",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "iot-control-desktop/clean/grounding/devices-nav",
          "status": "success",
          "wall_time_ms": 6472.185,
          "cost": 0.003018,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9800789308622267,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "da385a5c33f5bf8d1ec98be7",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "iot-control-desktop/clean/grounding/pump-card",
          "status": "invalid_response",
          "wall_time_ms": 27789.668,
          "cost": 0.00306,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "d1e60f12bce02f9aa08daf1c",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "iot-control-desktop/clean/grounding/restart-device",
          "status": "invalid_response",
          "wall_time_ms": 22847.746,
          "cost": 0.00303,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "b67c832275c8ef95f3a8600a",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "banking-ios/clean/grounding/transfer",
          "status": "success",
          "wall_time_ms": 2714.075,
          "cost": 0.003,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9764677825269023,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "d3c838e3fe4329ea28428ab7",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "banking-ios/clean/grounding/profile",
          "status": "invalid_response",
          "wall_time_ms": 9113.302,
          "cost": 0.002978,
          "schemaValid": false,
          "pointHit": false,
          "boxIoU": 0,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "5a25f38db212c2c585282dd9",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "banking-ios/clean/grounding/transaction-search",
          "status": "success",
          "wall_time_ms": 37418.122,
          "cost": 0.003002,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8394664765948328,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "4fed705d27e31db1f6fa1fb9",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "banking-ios/clean/grounding/hide-balance",
          "status": "success",
          "wall_time_ms": 52212.435,
          "cost": 0.003014,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.27213471892803986,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "700b464ab07fda807134aa61",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "flight-pass-ios/clean/grounding/trips-tab",
          "status": "success",
          "wall_time_ms": 3509.957,
          "cost": 0.003014,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.12230203906990303,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "e35426e4b4185500394b9df3",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "flight-pass-ios/clean/grounding/boarding-pass",
          "status": "success",
          "wall_time_ms": 2879.705,
          "cost": 0.002998,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9855955978183417,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "1e417dd3c5c8c509a7b18177",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "flight-pass-ios/clean/grounding/check-in",
          "status": "success",
          "wall_time_ms": 6646.308,
          "cost": 0.00299,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9835853672612148,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "9b3642e3994916fe1cc6e67d",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "flight-pass-ios/clean/grounding/profile-tab",
          "status": "success",
          "wall_time_ms": 35165.545,
          "cost": 0.003014,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.6992287115769398,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "e17c5f836508beb7855831f9",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "smart-home-android/clean/grounding/thermostat-card",
          "status": "success",
          "wall_time_ms": 4407.107,
          "cost": 0.00304,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9852107785380625,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "01f5572c48e574d29f3b32de",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "smart-home-android/clean/grounding/add-device",
          "status": "success",
          "wall_time_ms": 3347.916,
          "cost": 0.003014,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.9772036136848217,
          "boxIoUAt50": true
        },
        {
          "attempt_id": "1a38fa5e5168631d9a5f2722",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "smart-home-android/clean/grounding/more",
          "status": "success",
          "wall_time_ms": 2890.414,
          "cost": 0.002992,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.33786727253989457,
          "boxIoUAt50": false
        },
        {
          "attempt_id": "93d5198f3a8e4e15aa712c27",
          "model": "google/gemini-3.1-pro-preview",
          "case_id": "smart-home-android/clean/grounding/room-search",
          "status": "success",
          "wall_time_ms": 20549.805,
          "cost": 0.003002,
          "schemaValid": true,
          "pointHit": true,
          "boxIoU": 0.8394664765948328,
          "boxIoUAt50": true
        }
      ]
    }
  }
}
