{
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        "latency_p50_seconds": 1.740739,
        "latency_p95_seconds": 1.748417,
        "pass_rate": 1.0,
        "passed": 2
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      "image-eight-slot-admission": {
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        "latency_p50_seconds": 1.788487,
        "latency_p95_seconds": 2.977139,
        "pass_rate": 1.0,
        "passed": 3
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      "image-ocr": {
        "attempts": 2,
        "latency_p50_seconds": 1.106906,
        "latency_p95_seconds": 1.118934,
        "pass_rate": 1.0,
        "passed": 2
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      "image-scene": {
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        "latency_p50_seconds": 4.682996,
        "latency_p95_seconds": 4.837212,
        "pass_rate": 1.0,
        "passed": 2
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      "image-spatial-count": {
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        "latency_p50_seconds": 1.195418,
        "latency_p95_seconds": 1.232551,
        "pass_rate": 1.0,
        "passed": 2
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      "image-ui": {
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        "latency_p50_seconds": 1.7354984999999998,
        "latency_p95_seconds": 1.751388,
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        "passed": 2
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      "image-unique8-count": {
        "attempts": 3,
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        "latency_p95_seconds": 1.703516,
        "pass_rate": 1.0,
        "passed": 3
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      "multi-image-comparison": {
        "attempts": 2,
        "latency_p50_seconds": 1.490427,
        "latency_p95_seconds": 1.543986,
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        "passed": 2
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        "latency_p50_seconds": 1.7115624999999999,
        "latency_p95_seconds": 4.837212,
        "pass_rate": 1.0,
        "passed": 18
      }
    }
  },
  "attempts": [
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      "failure": null,
      "finish_reason": "stop",
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        {
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          "mime": "image/png",
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      ],
      "modality": "image",
      "output": "Based on the chart, here are the quarterly values in ascending order:\n\n- **Q1: 10**\n- **Q2: 20**\n- **Q3: 30**\n\nThe chart shows a steady increase in units each quarter, with each quarter doubling... actually, increasing by 10 units per quarter.",
      "passed": true,
      "reasoning": {
        "chars": 185,
        "field": "reasoning",
        "tokens": null
      },
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            ]
          }
        ],
        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "image-chart",
      "failure": null,
      "finish_reason": "stop",
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        {
          "bytes": 12635,
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          "mime": "image/png",
          "path": "chart.png",
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      ],
      "modality": "image",
      "output": "Based on the chart, here are the quarterly values in ascending order:\n\n- **Q1: 10**\n- **Q2: 20**\n- **Q3: 30**\n\nThe chart shows a steady increase in units each quarter, with each quarter doubling... actually, increasing by 10 units per quarter.",
      "passed": true,
      "reasoning": {
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        "field": "reasoning",
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        "finish_reason_allowed": true,
        "visible_answer": true
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          "sha256": "d48f47cfba9d65524d6a9ca37d593550e10400c1b5fa160bec8aea24e0164051"
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        "prompt_tokens": 2433,
        "prompt_tokens_details": null,
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      },
      "validation": {
        "assertions": [
          {
            "passed": true,
            "type": "equals_normalized_casefold",
            "value": "eight"
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        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "image-eight-slot-admission",
      "failure": null,
      "finish_reason": "stop",
      "media": [
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          "kind": "image",
          "mime": "image/png",
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        {
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          "kind": "image",
          "mime": "image/png",
          "path": "ocr.png",
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        },
        {
          "bytes": 13187,
          "kind": "image",
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        },
        {
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          "kind": "image",
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        },
        {
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          "kind": "image",
          "mime": "image/png",
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        {
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        }
      ],
      "modality": "image",
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        "field": "reasoning",
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      },
      "repetition": 2,
      "sampling": null,
      "seconds": 1.783365,
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        "prompt_tokens": 2433,
        "prompt_tokens_details": null,
        "total_tokens": 2530
      },
      "validation": {
        "assertions": [
          {
            "passed": true,
            "type": "equals_normalized_casefold",
            "value": "eight"
          }
        ],
        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "image-eight-slot-admission",
      "failure": null,
      "finish_reason": "stop",
      "media": [
        {
          "bytes": 12635,
          "kind": "image",
          "mime": "image/png",
          "path": "chart.png",
          "sha256": "c905e453c4e16eb274e46992d1a901bbced8f2314b47b9d408971bb176ab2f3e"
        },
        {
          "bytes": 8000,
          "kind": "image",
          "mime": "image/png",
          "path": "compare-a.png",
          "sha256": "7dac4f31d62c88d765150aa6051efea9ddaaa8c64312080be4c5b8f6ad96322a"
        },
        {
          "bytes": 7679,
          "kind": "image",
          "mime": "image/png",
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          "sha256": "8f7cdfd733f1ee9731de6160e77af6aa50189edec6eaf9ddd7654a0c8300a43e"
        },
        {
          "bytes": 15916,
          "kind": "image",
          "mime": "image/png",
          "path": "ocr.png",
          "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e"
        },
        {
          "bytes": 13187,
          "kind": "image",
          "mime": "image/png",
          "path": "scene.png",
          "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda"
        },
        {
          "bytes": 8785,
          "kind": "image",
          "mime": "image/png",
          "path": "spatial.png",
          "sha256": "d48f47cfba9d65524d6a9ca37d593550e10400c1b5fa160bec8aea24e0164051"
        },
        {
          "bytes": 16940,
          "kind": "image",
          "mime": "image/png",
          "path": "ui.png",
          "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804"
        },
        {
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          "kind": "image",
          "mime": "image/png",
          "path": "scene.png",
          "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda"
        }
      ],
      "modality": "image",
      "output": "Eight",
      "passed": true,
      "reasoning": {
        "chars": 336,
        "field": "reasoning",
        "tokens": null
      },
      "repetition": 3,
      "sampling": null,
      "seconds": 1.788487,
      "usage": {
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        "prompt_tokens": 2433,
        "prompt_tokens_details": null,
        "total_tokens": 2530
      },
      "validation": {
        "assertions": [
          {
            "passed": true,
            "type": "equals_normalized_casefold",
            "value": "eight"
          }
        ],
        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "image-ocr",
      "failure": null,
      "finish_reason": "stop",
      "media": [
        {
          "bytes": 15916,
          "kind": "image",
          "mime": "image/png",
          "path": "ocr.png",
          "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e"
        }
      ],
      "modality": "image",
      "output": "ANVIL READY\n\nCODE 42917\n\nTEMPERATURE 42 C",
      "passed": true,
      "reasoning": {
        "chars": 191,
        "field": "reasoning",
        "tokens": null
      },
      "repetition": 1,
      "sampling": null,
      "seconds": 1.118934,
      "usage": {
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        "prompt_tokens": 324,
        "prompt_tokens_details": null,
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      },
      "validation": {
        "assertions": [
          {
            "passed": true,
            "type": "contains_casefold",
            "value": "ANVIL READY"
          },
          {
            "passed": true,
            "type": "contains_casefold",
            "value": "42917"
          },
          {
            "passed": true,
            "type": "contains_casefold",
            "value": "42"
          }
        ],
        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "image-ocr",
      "failure": null,
      "finish_reason": "stop",
      "media": [
        {
          "bytes": 15916,
          "kind": "image",
          "mime": "image/png",
          "path": "ocr.png",
          "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e"
        }
      ],
      "modality": "image",
      "output": "ANVIL READY\n\nCODE 42917\n\nTEMPERATURE 42 C",
      "passed": true,
      "reasoning": {
        "chars": 191,
        "field": "reasoning",
        "tokens": null
      },
      "repetition": 2,
      "sampling": null,
      "seconds": 1.094878,
      "usage": {
        "completion_tokens": 74,
        "prompt_tokens": 324,
        "prompt_tokens_details": null,
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      },
      "validation": {
        "assertions": [
          {
            "passed": true,
            "type": "contains_casefold",
            "value": "ANVIL READY"
          },
          {
            "passed": true,
            "type": "contains_casefold",
            "value": "42917"
          },
          {
            "passed": true,
            "type": "contains_casefold",
            "value": "42"
          }
        ],
        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "image-scene",
      "failure": null,
      "finish_reason": "stop",
      "media": [
        {
          "bytes": 13187,
          "kind": "image",
          "mime": "image/png",
          "path": "scene.png",
          "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda"
        }
      ],
      "modality": "image",
      "output": "# Scene Description\n\nThe image is a simple, minimalist graphic illustration set against a dark navy blue background. It appears to be a stylized diagram or schematic representation of a scene.\n\n## Elements:\n\n1. **Sky/Background**: A solid dark navy blue fills the entire canvas, suggesting a night sky or simply serving as a backdrop.\n\n2. **Red Rectangle**: A bright red square/rectangle sits in the left-center portion of the image, positioned just above the green area. It represents a car in this simplified illustration.\n\n3. **Green Rectangle**: A wide, dark green horizontal band spans the bottom of the image, representing the ground or park area.\n\n## Prominent Labels (verbatim):\n\n- **\"SUNNY DAY\"** \u2014 displayed in bold yellow text at the top center of the image\n- **\"RED CAR\"** \u2014 displayed in bold white text on the left side, above the red rectangle\n- **\"GREEN PARK\"** \u2014 displayed in bold white text inside the green rectangle, on the right side\n\n## Summary:\n\nThe image uses color-coded shapes with direct text labels to depict a scene: a red car parked in a green park on a sunny day. The labels match the colors of the objects they describe (red text label for the red shape, green label for the green shape), making it a clear, educational-style visual.",
      "passed": true,
      "reasoning": {
        "chars": 350,
        "field": "reasoning",
        "tokens": null
      },
      "repetition": 1,
      "sampling": null,
      "seconds": 4.837212,
      "usage": {
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        "total_tokens": 687
      },
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          {
            "passed": true,
            "type": "contains_casefold",
            "value": "red car"
          },
          {
            "passed": true,
            "type": "contains_casefold",
            "value": "green park"
          },
          {
            "passed": true,
            "type": "contains_casefold",
            "value": "sunny day"
          }
        ],
        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "image-scene",
      "failure": null,
      "finish_reason": "stop",
      "media": [
        {
          "bytes": 13187,
          "kind": "image",
          "mime": "image/png",
          "path": "scene.png",
          "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda"
        }
      ],
      "modality": "image",
      "output": "# Scene Description\n\nThe image is a simple, minimalist graphic illustration set against a dark navy blue background. It appears to be a stylized diagram or basic scene composition.\n\n## Elements:\n\n1. **Sky/Background**: A solid dark navy blue fills the entire canvas, representing the sky.\n\n2. **Title Text**: At the top center of the image, in bold yellow capital letters, is the label:\n   - **\"SUNNY DAY\"**\n\n3. **Car Label**: Below the title, on the left side, in bold white capital letters:\n   - **\"RED CAR\"**\n\n4. **The Car**: Directly beneath the \"RED CAR\" label sits a solid red rectangle, representing the car in a highly simplified, abstract form.\n\n5. **The Park**: Along the bottom of the image stretches a wide green rectangle representing the ground/park area. Inside it, on the right side, in bold white capital letters:\n   - **\"GREEN PARK\"**\n\n## Summary of Prominent Labels (verbatim):\n- **SUNNY DAY**\n- **RED CAR**\n- **GREEN PARK**\n\nThe overall composition is a flat, geometric scene depicting a red car parked on a green park under a sunny day sky, using basic shapes and clearly labeled text.",
      "passed": true,
      "reasoning": {
        "chars": 350,
        "field": "reasoning",
        "tokens": null
      },
      "repetition": 2,
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      "seconds": 4.52878,
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        "total_tokens": 670
      },
      "validation": {
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            "passed": true,
            "type": "contains_casefold",
            "value": "red car"
          },
          {
            "passed": true,
            "type": "contains_casefold",
            "value": "green park"
          },
          {
            "passed": true,
            "type": "contains_casefold",
            "value": "sunny day"
          }
        ],
        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "image-spatial-count",
      "failure": null,
      "finish_reason": "stop",
      "media": [
        {
          "bytes": 8785,
          "kind": "image",
          "mime": "image/png",
          "path": "spatial.png",
          "sha256": "d48f47cfba9d65524d6a9ca37d593550e10400c1b5fa160bec8aea24e0164051"
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      "output": "**Three**\n\nThere are 3 blue boxes in the image.",
      "passed": true,
      "reasoning": {
        "chars": 299,
        "field": "reasoning",
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            "type": "contains_casefold",
            "value": "three"
          }
        ],
        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "image-spatial-count",
      "failure": null,
      "finish_reason": "stop",
      "media": [
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          "bytes": 8785,
          "kind": "image",
          "mime": "image/png",
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          "sha256": "d48f47cfba9d65524d6a9ca37d593550e10400c1b5fa160bec8aea24e0164051"
        }
      ],
      "modality": "image",
      "output": "**Three**\n\nThere are three blue boxes in the image.",
      "passed": true,
      "reasoning": {
        "chars": 283,
        "field": "reasoning",
        "tokens": null
      },
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        }
      ],
      "modality": "image",
      "output": "**Application Report:**\n\n- **Application Name:** ANVIL SERVING\n- **Status:** READY\n- **GPU Usage:** 42%",
      "passed": true,
      "reasoning": {
        "chars": 331,
        "field": "reasoning",
        "tokens": null
      },
      "repetition": 1,
      "sampling": null,
      "seconds": 1.751388,
      "usage": {
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      },
      "validation": {
        "assertions": [
          {
            "passed": true,
            "type": "contains_casefold",
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          },
          {
            "passed": true,
            "type": "contains_casefold",
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          {
            "passed": true,
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        ],
        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "image-ui",
      "failure": null,
      "finish_reason": "stop",
      "media": [
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        }
      ],
      "modality": "image",
      "output": "**Application Report:**\n\n- **Application Name:** ANVIL SERVING\n- **Status:** READY\n- **GPU Usage:** 42%",
      "passed": true,
      "reasoning": {
        "chars": 331,
        "field": "reasoning",
        "tokens": null
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      "sampling": null,
      "seconds": 1.719609,
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          },
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            "type": "contains_casefold",
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        ],
        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "image-unique8-count",
      "failure": null,
      "finish_reason": "stop",
      "media": [
        {
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          "mime": "image/png",
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      "modality": "image",
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      "usage": {
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    },
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        ],
        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "image-unique8-count",
      "failure": null,
      "finish_reason": "stop",
      "media": [
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          "mime": "image/png",
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      "modality": "image",
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      "reasoning": {
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        "field": "reasoning",
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      "repetition": 3,
      "sampling": null,
      "seconds": 1.660582,
      "usage": {
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        "prompt_tokens": 102,
        "prompt_tokens_details": null,
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      "validation": {
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        ],
        "finish_reason_allowed": true,
        "visible_answer": true
      }
    },
    {
      "case_id": "multi-image-comparison",
      "failure": null,
      "finish_reason": "stop",
      "media": [
        {
          "bytes": 8000,
          "kind": "image",
          "mime": "image/png",
          "path": "compare-a.png",
          "sha256": "7dac4f31d62c88d765150aa6051efea9ddaaa8c64312080be4c5b8f6ad96322a"
        },
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      "passed": true,
      "reasoning": {
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        "field": "reasoning",
        "tokens": null
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        "visible_answer": true
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    },
    {
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          "mime": "image/png",
          "path": "compare-a.png",
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        },
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      "passed": true,
      "reasoning": {
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    "max_tokens": 8192,
    "max_videos_per_request": 1,
    "reasoning_effort": "max",
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        "sent": true
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        "requested": 0.95,
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    "thinking_mode": "default",
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          {
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        ],
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      },
      {
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          {
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              "Q2",
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              "Q3",
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      },
      {
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        "modality": "image",
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        "sampling": null
      },
      {
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          {
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            "value": "meter b"
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        ],
        "id": "multi-image-comparison",
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            "kind": "image",
            "mime": "image/png",
            "path": "compare-a.png",
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            "kind": "image",
            "mime": "image/png",
            "path": "compare-b.png",
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        ],
        "modality": "image",
        "prompt": "Compare the two meters. Identify which meter is higher and report its percentage.",
        "repetitions": 2,
        "sampling": null
      },
      {
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          {
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            "value": "eight"
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        ],
        "id": "image-eight-slot-admission",
        "media": [
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            "bytes": 12635,
            "kind": "image",
            "mime": "image/png",
            "path": "chart.png",
            "sha256": "c905e453c4e16eb274e46992d1a901bbced8f2314b47b9d408971bb176ab2f3e"
          },
          {
            "bytes": 8000,
            "kind": "image",
            "mime": "image/png",
            "path": "compare-a.png",
            "sha256": "7dac4f31d62c88d765150aa6051efea9ddaaa8c64312080be4c5b8f6ad96322a"
          },
          {
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            "kind": "image",
            "mime": "image/png",
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            "sha256": "8f7cdfd733f1ee9731de6160e77af6aa50189edec6eaf9ddd7654a0c8300a43e"
          },
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            "mime": "image/png",
            "path": "ocr.png",
            "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e"
          },
          {
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            "kind": "image",
            "mime": "image/png",
            "path": "scene.png",
            "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda"
          },
          {
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            "kind": "image",
            "mime": "image/png",
            "path": "spatial.png",
            "sha256": "d48f47cfba9d65524d6a9ca37d593550e10400c1b5fa160bec8aea24e0164051"
          },
          {
            "bytes": 16940,
            "kind": "image",
            "mime": "image/png",
            "path": "ui.png",
            "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804"
          },
          {
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            "kind": "image",
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            "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda"
          }
        ],
        "modality": "image",
        "prompt": "Count the supplied image slots. Reply with the English word only.",
        "repetitions": 3,
        "sampling": null
      },
      {
        "assertions": [
          {
            "type": "equals_normalized_casefold",
            "value": "eight"
          }
        ],
        "id": "image-unique8-count",
        "media": [
          {
            "bytes": 638,
            "kind": "image",
            "mime": "image/png",
            "path": "unique8.png",
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          }
        ],
        "modality": "image",
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        "repetitions": 3,
        "sampling": null
      }
    ],
    "path": "<PRIVATE_PATH>",
    "provenance": {
      "derived_from": "image-corpus.json plus deterministic unique8.png",
      "observed_date": "2026-10-15",
      "scope": "Paired extension of the original 15-attempt corpus. The historic corpus remains seven unique images plus a duplicated scene slot; this extension adds an eighth distinct fixture as a separate three-attempt case.",
      "source_sha256": "a514ae146b5aab3bcb55ae9fb27f55a41791a20863304d1bb95947e93931cd12",
      "unique8_case_note": "unique8.png is a deterministic 320x160 RGB fixture containing eight navy squares in a 4x2 grid. Its expected count is derived from the fixture construction and is independent of the duplicate-slot admission assertion. It does not measure worst-case image memory."
    },
    "schema": "multimodal-corpus/v1",
    "sha256": "cc7eb79f04d7fb79531ceaf0286866446c3e6b2d0951907291d6eaca1b766431"
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  "failed_attempts": 0,
  "finished_at": "2026-10-16T06:50:25Z",
  "identity": {
    "base_url": "http://127.0.0.1:PORT_REDACTED/v1",
    "engine_build_ref": null,
    "engine_revision": "6dc2f516688fe6f84c6994dcd20fddf296853a6c",
    "hardware": "2x RTX PRO 6000 Blackwell Max-Q 96GB",
    "model": "glm53-flash-exl3-4bpw-v84-fp8-tp2-dcp1-c4-327k-r11-vision8-apc-nospec",
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    "runtime_image": "verdictai/glm53-flash-exl3-k4:r19-sm120-tp2-ep2-dcp2-v84-language-only@sha256:0f1cdcc8891f1cc3a444121eb61d366289a1cbba285f0892dcbb24bc94961692",
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  "passed": true,
  "passed_attempts": 18,
  "requests": 18,
  "run_id": "multimodal-20261016T064950Z",
  "schema": "multimodal-benchmark-evidence/v1",
  "started_at": "2026-10-16T06:49:50Z"
}
