{ "aggregates": { "case": { "image-chart": { "attempts": 2, "latency_p50_seconds": 1.7761269999999998, "latency_p95_seconds": 1.791219, "pass_rate": 1.0, "passed": 2 }, "image-eight-slot-admission": { "attempts": 3, "latency_p50_seconds": 1.998492, "latency_p95_seconds": 2.069767, "pass_rate": 1.0, "passed": 3 }, "image-ocr": { "attempts": 2, "latency_p50_seconds": 1.116164, "latency_p95_seconds": 1.122811, "pass_rate": 1.0, "passed": 2 }, "image-scene": { "attempts": 2, "latency_p50_seconds": 4.2261845000000005, "latency_p95_seconds": 4.446158, "pass_rate": 1.0, "passed": 2 }, "image-spatial-count": { "attempts": 2, "latency_p50_seconds": 1.193246, "latency_p95_seconds": 1.210069, "pass_rate": 1.0, "passed": 2 }, "image-ui": { "attempts": 2, "latency_p50_seconds": 1.4074605, "latency_p95_seconds": 1.420101, "pass_rate": 1.0, "passed": 2 }, "image-unique8-count": { "attempts": 3, "latency_p50_seconds": 1.11111, "latency_p95_seconds": 1.203364, "pass_rate": 1.0, "passed": 3 }, "multi-image-comparison": { "attempts": 2, "latency_p50_seconds": 1.428892, "latency_p95_seconds": 1.514901, "pass_rate": 1.0, "passed": 2 } }, "modality": { "image": { "attempts": 18, "latency_p50_seconds": 1.4074605, "latency_p95_seconds": 4.446158, "pass_rate": 1.0, "passed": 18 } } }, "attempts": [ { "case_id": "image-chart", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 12635, "kind": "image", "mime": "image/png", "path": "chart.png", "sha256": "c905e453c4e16eb274e46992d1a901bbced8f2314b47b9d408971bb176ab2f3e" } ], "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 }, "repetition": 1, "sampling": null, "seconds": 1.791219, "usage": { "completion_tokens": 124, "prompt_tokens": 328, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 299 } }, "total_tokens": 452 }, "validation": { "assertions": [ { "passed": true, "type": "ordered_casefold", "values": [ "Q1", "10", "Q2", "20", "Q3", "30" ] } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-chart", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 12635, "kind": "image", "mime": "image/png", "path": "chart.png", "sha256": "c905e453c4e16eb274e46992d1a901bbced8f2314b47b9d408971bb176ab2f3e" } ], "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 }, "repetition": 2, "sampling": null, "seconds": 1.761035, "usage": { "completion_tokens": 124, "prompt_tokens": 328, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 299 } }, "total_tokens": 452 }, "validation": { "assertions": [ { "passed": true, "type": "ordered_casefold", "values": [ "Q1", "10", "Q2", "20", "Q3", "30" ] } ], "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", "path": "compare-b.png", "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" }, { "bytes": 13187, "kind": "image", "mime": "image/png", "path": "scene.png", "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda" } ], "modality": "image", "output": "Eight", "passed": true, "reasoning": { "chars": 368, "field": "reasoning", "tokens": null }, "repetition": 1, "sampling": null, "seconds": 2.069767, "usage": { "completion_tokens": 108, "prompt_tokens": 2433, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 2392 } }, "total_tokens": 2541 }, "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", "path": "compare-b.png", "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" }, { "bytes": 13187, "kind": "image", "mime": "image/png", "path": "scene.png", "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda" } ], "modality": "image", "output": "Eight", "passed": true, "reasoning": { "chars": 351, "field": "reasoning", "tokens": null }, "repetition": 2, "sampling": null, "seconds": 1.998492, "usage": { "completion_tokens": 103, "prompt_tokens": 2433, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 2392 } }, "total_tokens": 2536 }, "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", "path": "compare-b.png", "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" }, { "bytes": 13187, "kind": "image", "mime": "image/png", "path": "scene.png", "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda" } ], "modality": "image", "output": "Eight", "passed": true, "reasoning": { "chars": 290, "field": "reasoning", "tokens": null }, "repetition": 3, "sampling": null, "seconds": 1.779178, "usage": { "completion_tokens": 86, "prompt_tokens": 2433, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 2392 } }, "total_tokens": 2519 }, "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": 1.122811, "usage": { "completion_tokens": 74, "prompt_tokens": 324, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 299 } }, "total_tokens": 398 }, "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": 1.109517, "usage": { "completion_tokens": 74, "prompt_tokens": 324, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 299 } }, "total_tokens": 398 }, "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": "This is a simple, minimalist graphic scene with a dark navy blue background. Here are the prominent labels, reported verbatim:\n\n1. **\"SUNNY DAY\"** \u2014 displayed in bold yellow text at the top center of the image.\n2. **\"RED CAR\"** \u2014 displayed in bold white text on the left side, above the car.\n3. **\"GREEN PARK\"** \u2014 displayed in bold white text inside the green area at the bottom right.\n\n**Scene description:**\n- A solid **red rectangle** sits on the left side of the image, representing the \"RED CAR\" mentioned in the label.\n- A wide **green rectangle** spans the bottom of the image, representing the \"GREEN PARK.\"\n- The red car appears to be positioned on top of (or adjacent to) the green park area, suggesting the car is parked in the park.\n- The dark background and yellow \"SUNNY DAY\" title evoke a bright, cheerful day despite the simple flat-color design.", "passed": true, "reasoning": { "chars": 350, "field": "reasoning", "tokens": null }, "repetition": 1, "sampling": null, "seconds": 4.006211, "usage": { "completion_tokens": 288, "prompt_tokens": 328, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 299 } }, "total_tokens": 616 }, "validation": { "assertions": [ { "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 or abstract representation of an outdoor scene, using basic colored shapes and text labels.\n\n## Elements in the Scene:\n\n1. **Sky/Background**: A solid dark navy blue fills the entire canvas, representing the sky.\n\n2. **Red Rectangle**: A bright red square/rectangle sits in the left-center portion of the image, positioned just above the green area. This represents a car.\n\n3. **Green Rectangle**: A wide, dark green horizontal band spans the lower portion of the image, representing grass or ground.\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 scene depicts a labeled diagram of a sunny day, showing a red car parked on green grass in a park, with each element clearly identified by its descriptive text label.", "passed": true, "reasoning": { "chars": 350, "field": "reasoning", "tokens": null }, "repetition": 2, "sampling": null, "seconds": 4.446158, "usage": { "completion_tokens": 330, "prompt_tokens": 328, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 299 } }, "total_tokens": 658 }, "validation": { "assertions": [ { "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" } ], "modality": "image", "output": "**Three**\n\nThere are 3 blue boxes in the image.", "passed": true, "reasoning": { "chars": 269, "field": "reasoning", "tokens": null }, "repetition": 1, "sampling": null, "seconds": 1.176423, "usage": { "completion_tokens": 77, "prompt_tokens": 328, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 299 } }, "total_tokens": 405 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "three" } ], "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" } ], "modality": "image", "output": "**Three**\n\nThere are 3 blue boxes in the image.", "passed": true, "reasoning": { "chars": 286, "field": "reasoning", "tokens": null }, "repetition": 2, "sampling": null, "seconds": 1.210069, "usage": { "completion_tokens": 81, "prompt_tokens": 328, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 299 } }, "total_tokens": 409 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "three" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-ui", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 16940, "kind": "image", "mime": "image/png", "path": "ui.png", "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804" } ], "modality": "image", "output": "**Application Name:** Anvil Serving\n**Status:** Ready\n**GPU Percentage:** 42%", "passed": true, "reasoning": { "chars": 280, "field": "reasoning", "tokens": null }, "repetition": 1, "sampling": null, "seconds": 1.420101, "usage": { "completion_tokens": 96, "prompt_tokens": 324, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 299 } }, "total_tokens": 420 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "ANVIL SERVING" }, { "passed": true, "type": "contains_casefold", "value": "READY" }, { "passed": true, "type": "contains_casefold", "value": "42" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-ui", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 16940, "kind": "image", "mime": "image/png", "path": "ui.png", "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804" } ], "modality": "image", "output": "**Application Name:** Anvil Serving\n**Status:** Ready\n**GPU Percentage:** 42%", "passed": true, "reasoning": { "chars": 280, "field": "reasoning", "tokens": null }, "repetition": 2, "sampling": null, "seconds": 1.39482, "usage": { "completion_tokens": 96, "prompt_tokens": 324, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 299 } }, "total_tokens": 420 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "ANVIL SERVING" }, { "passed": true, "type": "contains_casefold", "value": "READY" }, { "passed": true, "type": "contains_casefold", "value": "42" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-unique8-count", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 638, "kind": "image", "mime": "image/png", "path": "unique8.png", "sha256": "d8ce62bdea767d322b1404d5a28ad0b11d365b59ba5815ce32d5fa1346abc18b" } ], "modality": "image", "output": "eight", "passed": true, "reasoning": { "chars": 277, "field": "reasoning", "tokens": null }, "repetition": 1, "sampling": null, "seconds": 1.203364, "usage": { "completion_tokens": 75, "prompt_tokens": 102, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 72 } }, "total_tokens": 177 }, "validation": { "assertions": [ { "passed": true, "type": "equals_normalized_casefold", "value": "eight" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-unique8-count", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 638, "kind": "image", "mime": "image/png", "path": "unique8.png", "sha256": "d8ce62bdea767d322b1404d5a28ad0b11d365b59ba5815ce32d5fa1346abc18b" } ], "modality": "image", "output": "eight", "passed": true, "reasoning": { "chars": 277, "field": "reasoning", "tokens": null }, "repetition": 2, "sampling": null, "seconds": 1.11111, "usage": { "completion_tokens": 75, "prompt_tokens": 102, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 72 } }, "total_tokens": 177 }, "validation": { "assertions": [ { "passed": true, "type": "equals_normalized_casefold", "value": "eight" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-unique8-count", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 638, "kind": "image", "mime": "image/png", "path": "unique8.png", "sha256": "d8ce62bdea767d322b1404d5a28ad0b11d365b59ba5815ce32d5fa1346abc18b" } ], "modality": "image", "output": "eight", "passed": true, "reasoning": { "chars": 277, "field": "reasoning", "tokens": null }, "repetition": 3, "sampling": null, "seconds": 1.110502, "usage": { "completion_tokens": 75, "prompt_tokens": 102, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 72 } }, "total_tokens": 177 }, "validation": { "assertions": [ { "passed": true, "type": "equals_normalized_casefold", "value": "eight" } ], "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" }, { "bytes": 7679, "kind": "image", "mime": "image/png", "path": "compare-b.png", "sha256": "8f7cdfd733f1ee9731de6160e77af6aa50189edec6eaf9ddd7654a0c8300a43e" } ], "modality": "image", "output": "**Meter B is higher** at **75 percent**.\n\nComparison:\n- **Meter A:** 25 percent (orange fill)\n- **Meter B:** 75 percent (green fill)\n\nMeter B is 50 percentage points higher than Meter A, and its fill level is three times greater.", "passed": true, "reasoning": { "chars": 131, "field": "reasoning", "tokens": null }, "repetition": 1, "sampling": null, "seconds": 1.514901, "usage": { "completion_tokens": 98, "prompt_tokens": 629, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 598 } }, "total_tokens": 727 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "meter b" }, { "passed": true, "type": "contains_casefold", "value": "75" } ], "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" }, { "bytes": 7679, "kind": "image", "mime": "image/png", "path": "compare-b.png", "sha256": "8f7cdfd733f1ee9731de6160e77af6aa50189edec6eaf9ddd7654a0c8300a43e" } ], "modality": "image", "output": "**Meter B is higher** at **75 percent**.\n\nComparison:\n- **Meter A:** 25 percent (orange fill)\n- **Meter B:** 75 percent (green fill)\n\nMeter B is 50 percentage points higher than Meter A.", "passed": true, "reasoning": { "chars": 131, "field": "reasoning", "tokens": null }, "repetition": 2, "sampling": null, "seconds": 1.342883, "usage": { "completion_tokens": 89, "prompt_tokens": 629, "prompt_tokens_details": { "cached_tokens": 0, "created_cache_tokens": 0, "multimodal_tokens": { "image": 598 } }, "total_tokens": 718 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "meter b" }, { "passed": true, "type": "contains_casefold", "value": "75" } ], "finish_reason_allowed": true, "visible_answer": true } } ], "configuration": { "allowed_finish_reasons": [ "stop" ], "chat_template_kwargs": null, "concurrency": 1, "max_images_per_request": 8, "max_tokens": 8192, "max_videos_per_request": 1, "reasoning_effort": "max", "sampling": { "temperature": { "effective_request": 0.0, "requested": 0.0, "sent": true }, "top_p": { "effective_request": 0.95, "requested": 0.95, "sent": true } }, "thinking_mode": "default", "timeout_seconds": 300.0 }, "corpus": { "cases": [ { "assertions": [ { "type": "contains_casefold", "value": "red car" }, { "type": "contains_casefold", "value": "green park" }, { "type": "contains_casefold", "value": "sunny day" } ], "id": "image-scene", "media": [ { "bytes": 13187, "kind": "image", "mime": "image/png", "path": "scene.png", "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda" } ], "modality": "image", "prompt": "Describe the scene and report every prominent label. Use the labels verbatim.", "repetitions": 2, "sampling": null }, { "assertions": [ { "type": "contains_casefold", "value": "ANVIL READY" }, { "type": "contains_casefold", "value": "42917" }, { "type": "contains_casefold", "value": "42" } ], "id": "image-ocr", "media": [ { "bytes": 15916, "kind": "image", "mime": "image/png", "path": "ocr.png", "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e" } ], "modality": "image", "prompt": "Transcribe all visible text exactly. Preserve every number.", "repetitions": 2, "sampling": null }, { "assertions": [ { "type": "ordered_casefold", "values": [ "Q1", "10", "Q2", "20", "Q3", "30" ] } ], "id": "image-chart", "media": [ { "bytes": 12635, "kind": "image", "mime": "image/png", "path": "chart.png", "sha256": "c905e453c4e16eb274e46992d1a901bbced8f2314b47b9d408971bb176ab2f3e" } ], "modality": "image", "prompt": "Read the chart and report each quarter with its value in ascending quarter order.", "repetitions": 2, "sampling": null }, { "assertions": [ { "type": "contains_casefold", "value": "ANVIL SERVING" }, { "type": "contains_casefold", "value": "READY" }, { "type": "contains_casefold", "value": "42" } ], "id": "image-ui", "media": [ { "bytes": 16940, "kind": "image", "mime": "image/png", "path": "ui.png", "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804" } ], "modality": "image", "prompt": "Report the application name, status, and GPU percentage.", "repetitions": 2, "sampling": null }, { "assertions": [ { "type": "contains_casefold", "value": "three" } ], "id": "image-spatial-count", "media": [ { "bytes": 8785, "kind": "image", "mime": "image/png", "path": "spatial.png", "sha256": "d48f47cfba9d65524d6a9ca37d593550e10400c1b5fa160bec8aea24e0164051" } ], "modality": "image", "prompt": "Count the blue boxes. Reply with the count written as an English word.", "repetitions": 2, "sampling": null }, { "assertions": [ { "type": "contains_casefold", "value": "meter b" }, { "type": "contains_casefold", "value": "75" } ], "id": "multi-image-comparison", "media": [ { "bytes": 8000, "kind": "image", "mime": "image/png", "path": "compare-a.png", "sha256": "7dac4f31d62c88d765150aa6051efea9ddaaa8c64312080be4c5b8f6ad96322a" }, { "bytes": 7679, "kind": "image", "mime": "image/png", "path": "compare-b.png", "sha256": "8f7cdfd733f1ee9731de6160e77af6aa50189edec6eaf9ddd7654a0c8300a43e" } ], "modality": "image", "prompt": "Compare the two meters. Identify which meter is higher and report its percentage.", "repetitions": 2, "sampling": null }, { "assertions": [ { "type": "equals_normalized_casefold", "value": "eight" } ], "id": "image-eight-slot-admission", "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", "path": "compare-b.png", "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" }, { "bytes": 13187, "kind": "image", "mime": "image/png", "path": "scene.png", "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", "sha256": "d8ce62bdea767d322b1404d5a28ad0b11d365b59ba5815ce32d5fa1346abc18b" } ], "modality": "image", "prompt": "Count the navy squares. Reply with the count written as an English word only.", "repetitions": 3, "sampling": null } ], "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" }, "failed_attempts": 0, "finished_at": "2026-10-16T05:56:35Z", "identity": { "base_url": "http://127.0.0.1:PORT_REDACTED/v1", "engine_build_ref": "84572a81e0092796d396acf4c3f22d6aabc3724b", "engine_revision": null, "hardware": "2x RTX PRO 6000 Blackwell Max-Q 96GB", "model": "glm53-v091-tp2-327k-c4-vision8-nospec-r2", "model_revision": "a5fee929cf4888b1824323e33e8a19b60129e025", "runtime_image": "ghcr.io/tpurtell/glm-5.3-flash-exl3-4bpw-2x-rtx:v0.9.1@sha256:a9e985c09885710601b32ac86e81256aa1279b542caa345233ce331a816d7e07", "served_models": [ "glm53-v091-tp2-327k-c4-vision8-nospec-r2" ] }, "passed": true, "passed_attempts": 18, "requests": 18, "run_id": "multimodal-20261016T055604Z", "schema": "multimodal-benchmark-evidence/v1", "started_at": "2026-10-16T05:56:04Z" }