{
  "schema": "bantam.launch-fight-card.v1",
  "generatedAt": "2026-09-09T05:02:58.537Z",
  "source": {
    "sha256": "ec063715fbbe5acbcea6f03541cf3de198f83df4a5cb82faf2553d2f88315739",
    "schema": "bantam.factory-showcase.v1"
  },
  "comparison": null,
  "spotlight": null,
  "series": [
    {
      "id": "series-1",
      "title": "Factory system comparison",
      "kind": "comparison",
      "complete": true,
      "startedAt": "2026-09-09T04:39:33.362Z",
      "finishedAt": "2026-09-09T04:59:30.748Z",
      "counts": {
        "observed": 8,
        "planned": 8,
        "accepted": 8,
        "completed": 8,
        "pass": 8,
        "groupsMeasured": 8,
        "groupsPassed": 40,
        "groupsTotal": 40
      },
      "cards": [
        {
          "id": "s1-context-packet-r1",
          "card": "context-packet",
          "title": "Context packet",
          "kind": "BUILD",
          "number": "01",
          "description": "Fit complete, attributable context sections into a strict UTF-8 byte budget.",
          "repeat": 1,
          "rows": [
            {
              "id": "s1-context-packet-r1-lane1",
              "arm": "codex-astra",
              "label": "Codex · Astra",
              "model": "GPT-6 Astra · native CLI",
              "family": "astra",
              "bantam": false,
              "recorded": true,
              "outcome": "PASS",
              "accepted": true,
              "completed": true,
              "wallMs": 105424,
              "groupsPassed": 5,
              "groupsTotal": 5,
              "publicExit": 0,
              "hiddenExit": 0,
              "protectedChanges": 0,
              "accounting": {
                "full": {
                  "inputTokens": 74624,
                  "outputTokens": 2779,
                  "cacheHitTokens": 66048,
                  "freshInputTokens": 8576
                },
                "subset": null,
                "native": {
                  "inputTokens": 74624,
                  "outputTokens": 2779,
                  "cacheHitTokens": 66048,
                  "freshInputTokens": 8576
                },
                "server": null,
                "complete": true,
                "requests": 5,
                "measuredRequests": 5,
                "serverIdleBefore": null,
                "serverIdleAfter": null,
                "coverage": {
                  "inputTokens": {
                    "measuredRequests": 5,
                    "totalRequests": 5,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "outputTokens": {
                    "measuredRequests": 5,
                    "totalRequests": 5,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "cacheHitTokens": {
                    "measuredRequests": 5,
                    "totalRequests": 5,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "freshInputTokens": {
                    "measuredRequests": 5,
                    "totalRequests": 5,
                    "complete": null,
                    "missingRequestIndices": []
                  }
                },
                "gaps": []
              },
              "tokenUpdates": [
                {
                  "t": 9530,
                  "inputTokens": 13549,
                  "outputTokens": 88,
                  "cacheHitTokens": 9600,
                  "freshInputTokens": 3949,
                  "partial": false
                },
                {
                  "t": 15089,
                  "inputTokens": 27315,
                  "outputTokens": 135,
                  "cacheHitTokens": 22912,
                  "freshInputTokens": 4403,
                  "partial": false
                },
                {
                  "t": 50564,
                  "inputTokens": 41675,
                  "outputTokens": 1243,
                  "cacheHitTokens": 36480,
                  "freshInputTokens": 5195,
                  "partial": false
                },
                {
                  "t": 96300,
                  "inputTokens": 57167,
                  "outputTokens": 2711,
                  "cacheHitTokens": 50688,
                  "freshInputTokens": 6479,
                  "partial": false
                },
                {
                  "t": 104253,
                  "inputTokens": 74624,
                  "outputTokens": 2779,
                  "cacheHitTokens": 66048,
                  "freshInputTokens": 8576,
                  "partial": false
                }
              ],
              "events": [],
              "timedEvents": 36,
              "untimedEvents": 0,
              "stopReasons": [],
              "files": [],
              "inventory": [],
              "warnings": [],
              "artifactCount": 0,
              "artifactBytes": 0
            },
            {
              "id": "s1-context-packet-r1-lane2",
              "arm": "bantam-codex-astra",
              "label": "BANTAM · Astra",
              "model": "GPT-6 Astra · wrapped CLI",
              "family": "astra",
              "bantam": true,
              "recorded": true,
              "outcome": "PASS",
              "accepted": true,
              "completed": true,
              "wallMs": 97159,
              "groupsPassed": 5,
              "groupsTotal": 5,
              "publicExit": 0,
              "hiddenExit": 0,
              "protectedChanges": 0,
              "accounting": {
                "full": {
                  "inputTokens": 41197,
                  "outputTokens": 2751,
                  "cacheHitTokens": 28160,
                  "freshInputTokens": 13037
                },
                "subset": null,
                "native": {
                  "inputTokens": 41197,
                  "outputTokens": 2751,
                  "cacheHitTokens": 28160,
                  "freshInputTokens": 13037
                },
                "server": null,
                "complete": true,
                "requests": 4,
                "measuredRequests": 4,
                "serverIdleBefore": null,
                "serverIdleAfter": null,
                "coverage": {
                  "inputTokens": {
                    "measuredRequests": 4,
                    "totalRequests": 4,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "outputTokens": {
                    "measuredRequests": 4,
                    "totalRequests": 4,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "cacheHitTokens": {
                    "measuredRequests": 4,
                    "totalRequests": 4,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "freshInputTokens": {
                    "measuredRequests": 4,
                    "totalRequests": 4,
                    "complete": null,
                    "missingRequestIndices": []
                  }
                },
                "gaps": []
              },
              "tokenUpdates": [
                {
                  "t": 6486,
                  "inputTokens": 8036,
                  "outputTokens": 47,
                  "cacheHitTokens": 0,
                  "freshInputTokens": 8036,
                  "partial": false
                },
                {
                  "t": 89013,
                  "inputTokens": 16941,
                  "outputTokens": 2678,
                  "cacheHitTokens": 7808,
                  "freshInputTokens": 9133,
                  "partial": false
                },
                {
                  "t": 91465,
                  "inputTokens": 28747,
                  "outputTokens": 2692,
                  "cacheHitTokens": 16512,
                  "freshInputTokens": 12235,
                  "partial": false
                },
                {
                  "t": 95810,
                  "inputTokens": 41197,
                  "outputTokens": 2751,
                  "cacheHitTokens": 28160,
                  "freshInputTokens": 13037,
                  "partial": false
                }
              ],
              "events": [],
              "timedEvents": 27,
              "untimedEvents": 4,
              "stopReasons": [],
              "files": [],
              "inventory": [],
              "warnings": [],
              "artifactCount": 0,
              "artifactBytes": 0
            },
            {
              "id": "s1-context-packet-r1-lane3",
              "arm": "codex-terra",
              "label": "Codex · Terra",
              "model": "GPT-5.6 Terra · native CLI",
              "family": "astra",
              "bantam": false,
              "recorded": true,
              "outcome": "PASS",
              "accepted": true,
              "completed": true,
              "wallMs": 99070,
              "groupsPassed": 5,
              "groupsTotal": 5,
              "publicExit": 0,
              "hiddenExit": 0,
              "protectedChanges": 0,
              "accounting": {
                "full": {
                  "inputTokens": 144581,
                  "outputTokens": 4575,
                  "cacheHitTokens": 127744,
                  "freshInputTokens": 16837
                },
                "subset": null,
                "native": {
                  "inputTokens": 144581,
                  "outputTokens": 4575,
                  "cacheHitTokens": 127744,
                  "freshInputTokens": 16837
                },
                "server": null,
                "complete": true,
                "requests": 9,
                "measuredRequests": 9,
                "serverIdleBefore": null,
                "serverIdleAfter": null,
                "coverage": {
                  "inputTokens": {
                    "measuredRequests": 9,
                    "totalRequests": 9,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "outputTokens": {
                    "measuredRequests": 9,
                    "totalRequests": 9,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "cacheHitTokens": {
                    "measuredRequests": 9,
                    "totalRequests": 9,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "freshInputTokens": {
                    "measuredRequests": 9,
                    "totalRequests": 9,
                    "complete": null,
                    "missingRequestIndices": []
                  }
                },
                "gaps": []
              },
              "tokenUpdates": [
                {
                  "t": 7152,
                  "inputTokens": 12656,
                  "outputTokens": 161,
                  "cacheHitTokens": 7936,
                  "freshInputTokens": 4720,
                  "partial": false
                },
                {
                  "t": 11111,
                  "inputTokens": 25697,
                  "outputTokens": 295,
                  "cacheHitTokens": 19968,
                  "freshInputTokens": 5729,
                  "partial": false
                },
                {
                  "t": 43692,
                  "inputTokens": 39331,
                  "outputTokens": 2036,
                  "cacheHitTokens": 32000,
                  "freshInputTokens": 7331,
                  "partial": false
                },
                {
                  "t": 67271,
                  "inputTokens": 54807,
                  "outputTokens": 3290,
                  "cacheHitTokens": 45056,
                  "freshInputTokens": 9751,
                  "partial": false
                },
                {
                  "t": 73390,
                  "inputTokens": 71561,
                  "outputTokens": 3573,
                  "cacheHitTokens": 60160,
                  "freshInputTokens": 11401,
                  "partial": false
                },
                {
                  "t": 77280,
                  "inputTokens": 88843,
                  "outputTokens": 3703,
                  "cacheHitTokens": 76288,
                  "freshInputTokens": 12555,
                  "partial": false
                },
                {
                  "t": 83259,
                  "inputTokens": 106514,
                  "outputTokens": 3954,
                  "cacheHitTokens": 93440,
                  "freshInputTokens": 13074,
                  "partial": false
                },
                {
                  "t": 93329,
                  "inputTokens": 124490,
                  "outputTokens": 4402,
                  "cacheHitTokens": 110592,
                  "freshInputTokens": 13898,
                  "partial": false
                },
                {
                  "t": 97922,
                  "inputTokens": 144581,
                  "outputTokens": 4575,
                  "cacheHitTokens": 127744,
                  "freshInputTokens": 16837,
                  "partial": false
                }
              ],
              "events": [],
              "timedEvents": 61,
              "untimedEvents": 0,
              "stopReasons": [],
              "files": [],
              "inventory": [],
              "warnings": [],
              "artifactCount": 0,
              "artifactBytes": 0
            },
            {
              "id": "s1-context-packet-r1-lane4",
              "arm": "bantam-codex-terra",
              "label": "BANTAM · Terra",
              "model": "GPT-5.6 Terra · wrapped CLI",
              "family": "astra",
              "bantam": true,
              "recorded": true,
              "outcome": "PASS",
              "accepted": true,
              "completed": true,
              "wallMs": 83273,
              "groupsPassed": 5,
              "groupsTotal": 5,
              "publicExit": 0,
              "hiddenExit": 0,
              "protectedChanges": 0,
              "accounting": {
                "full": {
                  "inputTokens": 64171,
                  "outputTokens": 3486,
                  "cacheHitTokens": 46848,
                  "freshInputTokens": 17323
                },
                "subset": null,
                "native": {
                  "inputTokens": 64171,
                  "outputTokens": 3486,
                  "cacheHitTokens": 46848,
                  "freshInputTokens": 17323
                },
                "server": null,
                "complete": true,
                "requests": 6,
                "measuredRequests": 6,
                "serverIdleBefore": null,
                "serverIdleAfter": null,
                "coverage": {
                  "inputTokens": {
                    "measuredRequests": 6,
                    "totalRequests": 6,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "outputTokens": {
                    "measuredRequests": 6,
                    "totalRequests": 6,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "cacheHitTokens": {
                    "measuredRequests": 6,
                    "totalRequests": 6,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "freshInputTokens": {
                    "measuredRequests": 6,
                    "totalRequests": 6,
                    "complete": null,
                    "missingRequestIndices": []
                  }
                },
                "gaps": []
              },
              "tokenUpdates": [
                {
                  "t": 6393,
                  "inputTokens": 7825,
                  "outputTokens": 90,
                  "cacheHitTokens": 0,
                  "freshInputTokens": 7825,
                  "partial": false
                },
                {
                  "t": 35477,
                  "inputTokens": 16586,
                  "outputTokens": 1530,
                  "cacheHitTokens": 6912,
                  "freshInputTokens": 9674,
                  "partial": false
                },
                {
                  "t": 41001,
                  "inputTokens": 26986,
                  "outputTokens": 1626,
                  "cacheHitTokens": 14848,
                  "freshInputTokens": 12138,
                  "partial": false
                },
                {
                  "t": 68608,
                  "inputTokens": 37930,
                  "outputTokens": 3046,
                  "cacheHitTokens": 24832,
                  "freshInputTokens": 13098,
                  "partial": false
                },
                {
                  "t": 70614,
                  "inputTokens": 50775,
                  "outputTokens": 3069,
                  "cacheHitTokens": 34816,
                  "freshInputTokens": 15959,
                  "partial": false
                },
                {
                  "t": 82032,
                  "inputTokens": 64171,
                  "outputTokens": 3486,
                  "cacheHitTokens": 46848,
                  "freshInputTokens": 17323,
                  "partial": false
                }
              ],
              "events": [],
              "timedEvents": 35,
              "untimedEvents": 6,
              "stopReasons": [],
              "files": [],
              "inventory": [],
              "warnings": [],
              "artifactCount": 0,
              "artifactBytes": 0
            },
            {
              "id": "s1-context-packet-r1-lane5",
              "arm": "codex-sol",
              "label": "Codex · Sol",
              "model": "GPT-5.6 Sol · native CLI",
              "family": "astra",
              "bantam": false,
              "recorded": true,
              "outcome": "PASS",
              "accepted": true,
              "completed": true,
              "wallMs": 241066,
              "groupsPassed": 5,
              "groupsTotal": 5,
              "publicExit": 0,
              "hiddenExit": 0,
              "protectedChanges": 0,
              "accounting": {
                "full": {
                  "inputTokens": 150673,
                  "outputTokens": 6981,
                  "cacheHitTokens": 110208,
                  "freshInputTokens": 40465
                },
                "subset": null,
                "native": {
                  "inputTokens": 150673,
                  "outputTokens": 6981,
                  "cacheHitTokens": 110208,
                  "freshInputTokens": 40465
                },
                "server": null,
                "complete": true,
                "requests": 9,
                "measuredRequests": 9,
                "serverIdleBefore": null,
                "serverIdleAfter": null,
                "coverage": {
                  "inputTokens": {
                    "measuredRequests": 9,
                    "totalRequests": 9,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "outputTokens": {
                    "measuredRequests": 9,
                    "totalRequests": 9,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "cacheHitTokens": {
                    "measuredRequests": 9,
                    "totalRequests": 9,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "freshInputTokens": {
                    "measuredRequests": 9,
                    "totalRequests": 9,
                    "complete": null,
                    "missingRequestIndices": []
                  }
                },
                "gaps": []
              },
              "tokenUpdates": [
                {
                  "t": 10549,
                  "inputTokens": 12654,
                  "outputTokens": 196,
                  "cacheHitTokens": 0,
                  "freshInputTokens": 12654,
                  "partial": false
                },
                {
                  "t": 16082,
                  "inputTokens": 25632,
                  "outputTokens": 330,
                  "cacheHitTokens": 0,
                  "freshInputTokens": 25632,
                  "partial": false
                },
                {
                  "t": 79848,
                  "inputTokens": 39259,
                  "outputTokens": 2291,
                  "cacheHitTokens": 12416,
                  "freshInputTokens": 26843,
                  "partial": false
                },
                {
                  "t": 123367,
                  "inputTokens": 54947,
                  "outputTokens": 3610,
                  "cacheHitTokens": 25856,
                  "freshInputTokens": 29091,
                  "partial": false
                },
                {
                  "t": 130305,
                  "inputTokens": 71978,
                  "outputTokens": 3761,
                  "cacheHitTokens": 41344,
                  "freshInputTokens": 30634,
                  "partial": false
                },
                {
                  "t": 175615,
                  "inputTokens": 89419,
                  "outputTokens": 5140,
                  "cacheHitTokens": 54144,
                  "freshInputTokens": 35275,
                  "partial": false
                },
                {
                  "t": 213815,
                  "inputTokens": 108263,
                  "outputTokens": 6294,
                  "cacheHitTokens": 71424,
                  "freshInputTokens": 36839,
                  "partial": false
                },
                {
                  "t": 232004,
                  "inputTokens": 128520,
                  "outputTokens": 6810,
                  "cacheHitTokens": 90112,
                  "freshInputTokens": 38408,
                  "partial": false
                },
                {
                  "t": 239720,
                  "inputTokens": 150673,
                  "outputTokens": 6981,
                  "cacheHitTokens": 110208,
                  "freshInputTokens": 40465,
                  "partial": false
                }
              ],
              "events": [],
              "timedEvents": 65,
              "untimedEvents": 0,
              "stopReasons": [],
              "files": [],
              "inventory": [],
              "warnings": [],
              "artifactCount": 0,
              "artifactBytes": 0
            },
            {
              "id": "s1-context-packet-r1-lane6",
              "arm": "bantam-codex-sol",
              "label": "BANTAM · Sol",
              "model": "GPT-5.6 Sol · wrapped CLI",
              "family": "astra",
              "bantam": true,
              "recorded": true,
              "outcome": "PASS",
              "accepted": true,
              "completed": true,
              "wallMs": 165078,
              "groupsPassed": 5,
              "groupsTotal": 5,
              "publicExit": 0,
              "hiddenExit": 0,
              "protectedChanges": 0,
              "accounting": {
                "full": {
                  "inputTokens": 104592,
                  "outputTokens": 4343,
                  "cacheHitTokens": 76928,
                  "freshInputTokens": 27664
                },
                "subset": null,
                "native": {
                  "inputTokens": 104592,
                  "outputTokens": 4343,
                  "cacheHitTokens": 76928,
                  "freshInputTokens": 27664
                },
                "server": null,
                "complete": true,
                "requests": 9,
                "measuredRequests": 9,
                "serverIdleBefore": null,
                "serverIdleAfter": null,
                "coverage": {
                  "inputTokens": {
                    "measuredRequests": 9,
                    "totalRequests": 9,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "outputTokens": {
                    "measuredRequests": 9,
                    "totalRequests": 9,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "cacheHitTokens": {
                    "measuredRequests": 9,
                    "totalRequests": 9,
                    "complete": null,
                    "missingRequestIndices": []
                  },
                  "freshInputTokens": {
                    "measuredRequests": 9,
                    "totalRequests": 9,
                    "complete": null,
                    "missingRequestIndices": []
                  }
                },
                "gaps": []
              },
              "tokenUpdates": [
                {
                  "t": 7911,
                  "inputTokens": 7825,
                  "outputTokens": 88,
                  "cacheHitTokens": 0,
                  "freshInputTokens": 7825,
                  "partial": false
                },
                {
                  "t": 56515,
                  "inputTokens": 16584,
                  "outputTokens": 1539,
                  "cacheHitTokens": 7680,
                  "freshInputTokens": 8904,
                  "partial": false
                },
                {
                  "t": 58811,
                  "inputTokens": 26993,
                  "outputTokens": 1563,
                  "cacheHitTokens": 16256,
                  "freshInputTokens": 10737,
                  "partial": false
                },
                {
                  "t": 80914,
                  "inputTokens": 37873,
                  "outputTokens": 2138,
                  "cacheHitTokens": 26496,
                  "freshInputTokens": 11377,
                  "partial": false
                },
                {
                  "t": 112592,
                  "inputTokens": 49459,
                  "outputTokens": 3053,
                  "cacheHitTokens": 37248,
                  "freshInputTokens": 12211,
                  "partial": false
                },
                {
                  "t": 120980,
                  "inputTokens": 62168,
                  "outputTokens": 3245,
                  "cacheHitTokens": 37248,
                  "freshInputTokens": 24920,
                  "partial": false
                },
                {
                  "t": 142540,
                  "inputTokens": 75312,
                  "outputTokens": 3845,
                  "cacheHitTokens": 49792,
                  "freshInputTokens": 25520,
                  "partial": false
                },
                {
                  "t": 146874,
                  "inputTokens": 89708,
                  "outputTokens": 3886,
                  "cacheHitTokens": 62720,
                  "freshInputTokens": 26988,
                  "partial": false
                },
                {
                  "t": 163929,
                  "inputTokens": 104592,
                  "outputTokens": 4343,
                  "cacheHitTokens": 76928,
                  "freshInputTokens": 27664,
                  "partial": false
                }
              ],
              "events": [],
              "timedEvents": 48,
              "untimedEvents": 9,
              "stopReasons": [],
              "files": [],
              "inventory": [],
              "warnings": [],
              "artifactCount": 0,
              "artifactBytes": 0
            },
            {
              "id": "s1-context-packet-r1-lane7",
              "arm": "bantam-astra-terra",
              "label": "BANTAM · Astra → Terra",
              "model": "GPT-6 Astra → GPT-5.6 Terra · supervised factory",
              "family": "astra",
              "bantam": true,
              "recorded": true,
              "outcome": "PASS",
              "accepted": true,
              "completed": true,
              "wallMs": 190422,
              "groupsPassed": 5,
              "groupsTotal": 5,
              "publicExit": 0,
              "hiddenExit": 0,
              "protectedChanges": 0,
              "accounting": {
                "full": {
                  "inputTokens": 215228,
                  "outputTokens": 6223,
                  "cacheHitTokens": 149760,
                  "freshInputTokens": 65468
                },
                "subset": null,
                "native": null,
                "server": null,
                "complete": true,
                "requests": 18,
                "measuredRequests": 18,
                "serverIdleBefore": null,
                "serverIdleAfter": null,
                "coverage": {
                  "inputTokens": {
                    "measuredRequests": 18,
                    "totalRequests": 18,
                    "complete": true,
                    "missingRequestIndices": []
                  },
                  "outputTokens": {
                    "measuredRequests": 18,
                    "totalRequests": 18,
                    "complete": true,
                    "missingRequestIndices": []
                  },
                  "cacheHitTokens": {
                    "measuredRequests": 18,
                    "totalRequests": 18,
                    "complete": true,
                    "missingRequestIndices": []
                  },
                  "freshInputTokens": {
                    "measuredRequests": 18,
                    "totalRequests": 18,
                    "complete": true,
                    "missingRequestIndices": []
                  }
                },
                "roles": [
                  {
                    "role": "supervisor",
                    "model": "gpt-6-astra",
                    "inputTokens": 108437,
                    "outputTokens": 859,
                    "cacheHitTokens": 73984,
                    "freshInputTokens": 34453
                  },
                  {
                    "role": "worker",
                    "model": "gpt-5.6-terra",
                    "inputTokens": 106791,
                    "outputTokens": 5364,
                    "cacheHitTokens": 75776,
                    "freshInputTokens": 31015
                  }
                ],
                "gaps": []
              },
              "tokenUpdates": [
                {
                  "t": 9552,
                  "inputTokens": 9881,
                  "outputTokens": 51,
                  "cacheHitTokens": 0,
                  "freshInputTokens": 9881,
                  "partial": false
                },
                {
                  "t": 25071,
                  "inputTokens": 20684,
                  "outputTokens": 364,
                  "cacheHitTokens": 9728,
                  "freshInputTokens": 10956,
                  "partial": false
                },
                {
                  "t": 29196,
                  "inputTokens": 32157,
                  "outputTokens": 388,
                  "cacheHitTokens": 20352,
                  "freshInputTokens": 11805,
                  "partial": false
                },
                {
                  "t": 32184,
                  "inputTokens": 40069,
                  "outputTokens": 470,
                  "cacheHitTokens": 20352,
                  "freshInputTokens": 19717,
                  "partial": false
                },
                {
                  "t": 71568,
                  "inputTokens": 48897,
                  "outputTokens": 2590,
                  "cacheHitTokens": 27264,
                  "freshInputTokens": 21633,
                  "partial": false
                },
                {
                  "t": 73152,
                  "inputTokens": 60116,
                  "outputTokens": 2615,
                  "cacheHitTokens": 35200,
                  "freshInputTokens": 24916,
                  "partial": false
                },
                {
                  "t": 81241,
                  "inputTokens": 71840,
                  "outputTokens": 2947,
                  "cacheHitTokens": 46208,
                  "freshInputTokens": 25632,
                  "partial": false
                },
                {
                  "t": 89054,
                  "inputTokens": 84218,
                  "outputTokens": 2983,
                  "cacheHitTokens": 57472,
                  "freshInputTokens": 26746,
                  "partial": false
                },
                {
                  "t": 115357,
                  "inputTokens": 98648,
                  "outputTokens": 3298,
                  "cacheHitTokens": 69632,
                  "freshInputTokens": 29016,
                  "partial": false
                },
                {
                  "t": 118679,
                  "inputTokens": 113752,
                  "outputTokens": 3322,
                  "cacheHitTokens": 83840,
                  "freshInputTokens": 29912,
                  "partial": false
                },
                {
                  "t": 122347,
                  "inputTokens": 121688,
                  "outputTokens": 3414,
                  "cacheHitTokens": 83840,
                  "freshInputTokens": 37848,
                  "partial": false
                },
                {
                  "t": 124915,
                  "inputTokens": 130876,
                  "outputTokens": 3503,
                  "cacheHitTokens": 90752,
                  "freshInputTokens": 40124,
                  "partial": false
                },
                {
                  "t": 128244,
                  "inputTokens": 141068,
                  "outputTokens": 3598,
                  "cacheHitTokens": 99712,
                  "freshInputTokens": 41356,
                  "partial": false
                },
                {
                  "t": 170884,
                  "inputTokens": 152247,
                  "outputTokens": 5891,
                  "cacheHitTokens": 109696,
                  "freshInputTokens": 42551,
                  "partial": false
                },
                {
                  "t": 173169,
                  "inputTokens": 166189,
                  "outputTokens": 5915,
                  "cacheHitTokens": 120704,
                  "freshInputTokens": 45485,
                  "partial": false
                },
                {
                  "t": 179196,
                  "inputTokens": 180860,
                  "outputTokens": 6127,
                  "cacheHitTokens": 133760,
                  "freshInputTokens": 47100,
                  "partial": false
                },
                {
                  "t": 184840,
                  "inputTokens": 197011,
                  "outputTokens": 6158,
                  "cacheHitTokens": 133760,
                  "freshInputTokens": 63251,
                  "partial": false
                },
                {
                  "t": 189114,
                  "inputTokens": 215228,
                  "outputTokens": 6223,
                  "cacheHitTokens": 149760,
                  "freshInputTokens": 65468,
                  "partial": false
                }
              ],
              "events": [],
              "timedEvents": 18,
              "untimedEvents": 0,
              "stopReasons": [],
              "files": [],
              "inventory": [],
              "warnings": [],
              "artifactCount": 0,
              "artifactBytes": 0
            },
            {
              "id": "s1-context-packet-r1-lane8",
              "arm": "bantam-astra-sol",
              "label": "BANTAM · Astra → Sol",
              "model": "GPT-6 Astra → GPT-5.6 Sol · supervised factory",
              "family": "astra",
              "bantam": true,
              "recorded": true,
              "outcome": "PASS",
              "accepted": true,
              "completed": true,
              "wallMs": 203070,
              "groupsPassed": 5,
              "groupsTotal": 5,
              "publicExit": 0,
              "hiddenExit": 0,
              "protectedChanges": 0,
              "accounting": {
                "full": {
                  "inputTokens": 170587,
                  "outputTokens": 5275,
                  "cacheHitTokens": 126976,
                  "freshInputTokens": 43611
                },
                "subset": null,
                "native": null,
                "server": null,
                "complete": true,
                "requests": 13,
                "measuredRequests": 13,
                "serverIdleBefore": null,
                "serverIdleAfter": null,
                "coverage": {
                  "inputTokens": {
                    "measuredRequests": 13,
                    "totalRequests": 13,
                    "complete": true,
                    "missingRequestIndices": []
                  },
                  "outputTokens": {
                    "measuredRequests": 13,
                    "totalRequests": 13,
                    "complete": true,
                    "missingRequestIndices": []
                  },
                  "cacheHitTokens": {
                    "measuredRequests": 13,
                    "totalRequests": 13,
                    "complete": true,
                    "missingRequestIndices": []
                  },
                  "freshInputTokens": {
                    "measuredRequests": 13,
                    "totalRequests": 13,
                    "complete": true,
                    "missingRequestIndices": []
                  }
                },
                "roles": [
                  {
                    "role": "supervisor",
                    "model": "gpt-6-astra",
                    "inputTokens": 127688,
                    "outputTokens": 962,
                    "cacheHitTokens": 106624,
                    "freshInputTokens": 21064
                  },
                  {
                    "role": "worker",
                    "model": "gpt-5.6-sol",
                    "inputTokens": 42899,
                    "outputTokens": 4313,
                    "cacheHitTokens": 20352,
                    "freshInputTokens": 22547
                  }
                ],
                "gaps": []
              },
              "tokenUpdates": [
                {
                  "t": 10546,
                  "inputTokens": 9869,
                  "outputTokens": 51,
                  "cacheHitTokens": 0,
                  "freshInputTokens": 9869,
                  "partial": false
                },
                {
                  "t": 24771,
                  "inputTokens": 20665,
                  "outputTokens": 385,
                  "cacheHitTokens": 9728,
                  "freshInputTokens": 10937,
                  "partial": false
                },
                {
                  "t": 29138,
                  "inputTokens": 32156,
                  "outputTokens": 409,
                  "cacheHitTokens": 20352,
                  "freshInputTokens": 11804,
                  "partial": false
                },
                {
                  "t": 33480,
                  "inputTokens": 40088,
                  "outputTokens": 485,
                  "cacheHitTokens": 20352,
                  "freshInputTokens": 19736,
                  "partial": false
                },
                {
                  "t": 151045,
                  "inputTokens": 48930,
                  "outputTokens": 4078,
                  "cacheHitTokens": 28160,
                  "freshInputTokens": 20770,
                  "partial": false
                },
                {
                  "t": 151933,
                  "inputTokens": 60838,
                  "outputTokens": 4107,
                  "cacheHitTokens": 39424,
                  "freshInputTokens": 21414,
                  "partial": false
                },
                {
                  "t": 153544,
                  "inputTokens": 73543,
                  "outputTokens": 4131,
                  "cacheHitTokens": 39424,
                  "freshInputTokens": 34119,
                  "partial": false
                },
                {
                  "t": 156419,
                  "inputTokens": 86895,
                  "outputTokens": 4155,
                  "cacheHitTokens": 51200,
                  "freshInputTokens": 35695,
                  "partial": false
                },
                {
                  "t": 176317,
                  "inputTokens": 100315,
                  "outputTokens": 4775,
                  "cacheHitTokens": 63744,
                  "freshInputTokens": 36571,
                  "partial": false
                },
                {
                  "t": 181869,
                  "inputTokens": 114750,
                  "outputTokens": 4810,
                  "cacheHitTokens": 76928,
                  "freshInputTokens": 37822,
                  "partial": false
                },
                {
                  "t": 184924,
                  "inputTokens": 132141,
                  "outputTokens": 4839,
                  "cacheHitTokens": 91136,
                  "freshInputTokens": 41005,
                  "partial": false
                },
                {
                  "t": 197363,
                  "inputTokens": 151011,
                  "outputTokens": 5195,
                  "cacheHitTokens": 108288,
                  "freshInputTokens": 42723,
                  "partial": false
                },
                {
                  "t": 201811,
                  "inputTokens": 170587,
                  "outputTokens": 5275,
                  "cacheHitTokens": 126976,
                  "freshInputTokens": 43611,
                  "partial": false
                }
              ],
              "events": [],
              "timedEvents": 13,
              "untimedEvents": 0,
              "stopReasons": [],
              "files": [],
              "inventory": [],
              "warnings": [],
              "artifactCount": 0,
              "artifactBytes": 0
            }
          ]
        }
      ]
    }
  ]
}
