{
  "base_url": "http://127.0.0.1:39125/v1",
  "budget": {
    "max_completion_tokens": 9216,
    "reasoning_headroom_tokens": 8192,
    "visible_answer_tokens": 1024
  },
  "checks": [
    "smoke",
    "json",
    "tools",
    "streaming-tools",
    "tool-result",
    "image",
    "ocr"
  ],
  "evidence_policy": {
    "allowed_finish_reasons": [
      "stop",
      "tool_calls"
    ],
    "errors": [],
    "reasoning": "any"
  },
  "image_expect": [
    "ANVIL READY"
  ],
  "model": "glm53-flash-exl3-4bpw-v84-fp8-tp2-c4-327k-r8-vision-nospec",
  "multimodal_input": {
    "bytes": 15916,
    "mime": "image/png",
    "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e"
  },
  "observations": [
    {
      "content": "```python\nsum(xs)\n```\n\nIf you want it as a reusable one-line function:\n\n```python\ndef list_sum(xs): return sum(xs)\n```\n\nThe built-in `sum()` is the idiomatic choice \u2014 it's concise, readable, and faster than a manual loop. (For a manual alternative: `functools.reduce(lambda a, b: a + b, xs, 0)`.)",
      "content_chars": 296,
      "content_excerpt": "```python\nsum(xs)\n```\n\nIf you want it as a reusable one-line function:\n\n```python\ndef list_sum(xs): return sum(xs)\n```\n\nThe built-in `sum()` is the idiomatic choice \u2014 it's concise, readable, and faste",
      "finish_reason": "stop",
      "passed": true,
      "reasoning_chars": 761,
      "reasoning_excerpt": "The user wants a Python one-liner that returns the sum of a list `xs`. This is a very simple request. The most idiomatic way is:\n\n```python\nsum(xs)\n```\n\nThat's it. But maybe they want it as a lambda o",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "seconds": 4.25,
      "test": "smoke",
      "usage": {
        "completion_tokens": 284,
        "prompt_tokens": 28,
        "prompt_tokens_details": null,
        "total_tokens": 312
      },
      "validation_detail": "contains sum("
    },
    {
      "content": "{\"language\":\"python\",\"ok\":true}",
      "content_chars": 31,
      "content_excerpt": "{\"language\":\"python\",\"ok\":true}",
      "finish_reason": "stop",
      "passed": true,
      "reasoning_chars": 183,
      "reasoning_excerpt": "The user wants me to return ONLY a JSON object: {\"language\":\"python\",\"ok\":true}. No prose. This is a simple, direct request. I should just output the JSON object exactly as requested.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "seconds": 0.834,
      "test": "json",
      "usage": {
        "completion_tokens": 53,
        "prompt_tokens": 30,
        "prompt_tokens_details": null,
        "total_tokens": 83
      },
      "validation_detail": "parsed keys=['language', 'ok']"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 0,
      "seconds": 6.91,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 1,
      "seconds": 7.388,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 3,
      "seconds": 14.693,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 103,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. I should call it with city \"Oakland\".",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 2,
      "seconds": 15.626,
      "test": "tools",
      "usage": {
        "completion_tokens": 38,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5005
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 5,
      "seconds": 22.948,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 4,
      "seconds": 23.428,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 7,
      "seconds": 25.211,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 6,
      "seconds": 26.14,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 8,
      "seconds": 27.918,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 10,
      "seconds": 29.121,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 103,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. I should call it with city \"Oakland\".",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 9,
      "seconds": 29.121,
      "test": "tools",
      "usage": {
        "completion_tokens": 38,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5005
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 11,
      "seconds": 30.047,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 12,
      "seconds": 38.269,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 13,
      "seconds": 39.476,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 14,
      "seconds": 39.956,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 15,
      "seconds": 41.328,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 16,
      "seconds": 43.241,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 17,
      "seconds": 43.368,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 18,
      "seconds": 43.401,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "request_index": 19,
      "seconds": 43.443,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "prompt_tokens_details": null,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content_chars": 0,
      "content_excerpt": "",
      "event_count": 37,
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 123,
      "reasoning_excerpt": "The user wants to know the weather in Oakland. I have a get_weather tool available. Let me call it with the city \"Oakland\".",
      "reasoning_field": "stream_delta",
      "reasoning_tokens": null,
      "seconds": 6.166,
      "sse_done": true,
      "test": "streaming-tools",
      "usage": {
        "completion_tokens": 42,
        "prompt_tokens": 166,
        "total_tokens": 208
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 123,
      "reasoning_excerpt": "The user wants to know the weather in Oakland. I have a get_weather tool available. Let me call it with the city \"Oakland\".",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "seconds": 0.704,
      "test": "tool-result-initial",
      "usage": {
        "completion_tokens": 42,
        "prompt_tokens": 166,
        "prompt_tokens_details": null,
        "total_tokens": 208
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "OAKLAND 72F",
      "content_chars": 11,
      "content_excerpt": "OAKLAND 72F",
      "finish_reason": "stop",
      "passed": true,
      "reasoning_chars": 197,
      "reasoning_excerpt": "The user wants me to reply exactly \"OAKLAND 72F\" using the tool result. The tool result showed Oakland, 72\u00b0F, sunny. The user wants an exact reply: \"OAKLAND 72F\". I should just output that exactly.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "seconds": 1.038,
      "test": "tool-result-continuation",
      "usage": {
        "completion_tokens": 62,
        "prompt_tokens": 70,
        "prompt_tokens_details": null,
        "total_tokens": 132
      },
      "validation_detail": "tool result retained"
    },
    {
      "content": "# Image Description\n\nThis image shows a **status display screen** with a dark navy background and three lines of text in different colors:\n\n## Key Information\n\n| Element | Value | Color |\n|---------|-------|-------|\n| **Status** | ANVIL READY | Green |\n| **Code** | 42917 | White |\n| **Temperature** | 42 \u00b0C | Light blue |\n\n## Interpretation\n\n- **\"ANVIL READY\"** (in green) \u2014 indicates the equipment/system is operational and in a ready state. Green typically signals a normal or positive status.\n- **\"CODE 42917\"** (in white) \u2014 likely an identification, session, or reference code for the machine or operation.\n- **\"TEMPERATURE 42 C\"** (in light blue) \u2014 a current temperature reading of 42 degrees Celsius.\n\n## Overall Assessment\n\nThis appears to be a **machine status or monitoring interface**, possibly from industrial equipment, a forge/anvil system, or a diagnostic tool. The green \"READY\" status suggests everything is functioning normally, and the temperature of 42\u00b0C is displayed as the current operating condition.",
      "content_chars": 1023,
      "content_excerpt": "# Image Description\n\nThis image shows a **status display screen** with a dark navy background and three lines of text in different colors:\n\n## Key Information\n\n| Element | Value | Color |\n|---------|-",
      "expected": [
        "ANVIL READY"
      ],
      "finish_reason": "stop",
      "image": {
        "bytes": 15916,
        "mime": "image/png",
        "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e"
      },
      "passed": true,
      "reasoning_chars": 658,
      "reasoning_excerpt": "The user wants me to inspect this image and describe what it shows, reporting the most important labels, values, and status.\n\nThe image shows:\n- A dark navy/dark blue background\n- Green text at top: \"",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "seconds": 11.095,
      "test": "image",
      "usage": {
        "completion_tokens": 390,
        "prompt_tokens": 333,
        "prompt_tokens_details": null,
        "total_tokens": 723
      },
      "validation_detail": "all expected text present"
    },
    {
      "content": "ANVIL READY\nCODE 42917\nTEMPERATURE 42 C",
      "content_chars": 39,
      "content_excerpt": "ANVIL READY\nCODE 42917\nTEMPERATURE 42 C",
      "expected": [
        "42917"
      ],
      "finish_reason": "stop",
      "image": {
        "bytes": 15916,
        "mime": "image/png",
        "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e"
      },
      "passed": true,
      "reasoning_chars": 193,
      "reasoning_excerpt": "The user wants me to transcribe all visible text in the image exactly. The image shows:\n- \"ANVIL READY\" in green\n- \"CODE 42917\" in white\n- \"TEMPERATURE 42 C\" in blue\n\nLet me transcribe exactly.",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "seconds": 1.288,
      "test": "ocr",
      "usage": {
        "completion_tokens": 77,
        "prompt_tokens": 334,
        "prompt_tokens_details": null,
        "total_tokens": 411
      },
      "validation_detail": "all expected text present"
    }
  ],
  "ocr_expect": [
    "42917"
  ],
  "passed": true,
  "results": [
    {
      "detail": "4.2s got='```python\\nsum(xs)\\n```\\n\\nIf you want it as a reusabl' finish='stop' visible=296 reasoning_chars=761 reasoning_tokens=None",
      "name": "smoke (short coding)",
      "passed": true
    },
    {
      "detail": "parsed keys=['language', 'ok'] finish='stop' visible=31 reasoning_chars=183 reasoning_tokens=None",
      "name": "structured JSON",
      "passed": true
    },
    {
      "detail": "20/20 clean (sample: 6.9s valid tool_call get_weather(city='Oakland') finish='tool_calls' visible=0 reasoning_chars=81 reasoning_tokens=None)",
      "name": "shared-prefix tool batch x20",
      "passed": true
    },
    {
      "detail": "6.2s done=True events=37 valid tool_call get_weather(city='Oakland') finish='tool_calls'",
      "name": "streaming tool call",
      "passed": true
    },
    {
      "detail": "1.7s tool result retained finish='stop' visible=11 reasoning_chars=197 reasoning_tokens=None",
      "name": "tool-result continuation",
      "passed": true
    },
    {
      "detail": "11.1s all expected text present finish='stop' visible=1023 reasoning_chars=658 reasoning_tokens=None",
      "name": "general image understanding",
      "passed": true
    },
    {
      "detail": "1.3s all expected text present finish='stop' visible=39 reasoning_chars=193 reasoning_tokens=None",
      "name": "verbatim image OCR",
      "passed": true
    }
  ],
  "schema_version": "preflight/v2",
  "thinking": {
    "chat_template_kwargs": null,
    "mode": "default",
    "reasoning_effort": "max"
  },
  "video_expect": [],
  "video_input": null
}