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  "multimodal_input": null,
  "observations": [
    {
      "content": "ZEBRA-42917-QUARTZ",
      "content_chars": 18,
      "content_excerpt": "ZEBRA-42917-QUARTZ",
      "finish_reason": "stop",
      "passed": true,
      "reasoning_chars": 446,
      "reasoning_excerpt": "The user has provided a long, repetitive text about engineers and telemetry, and at the end, there's a specific instruction: \"IMPORTANT: The launch code is ZEBRA-42917-QUARTZ.\"\n\nThe user is asking: \"W",
      "reasoning_field": "reasoning",
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      "seconds": 38.732,
      "test": "needle",
      "usage": {
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        "prompt_tokens": 216307,
        "prompt_tokens_details": null,
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      },
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    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "measured_prompt_tokens": 110760,
      "minimum_prompt_tokens": 100000,
      "passed": true,
      "reasoning_chars": 286,
      "reasoning_excerpt": "The user has sent a bunch of repeated text about \"Archived repository telemetry remained nominal during this interval\" which appears to be filler/noise, and then asks a simple question: \"What's the we",
      "reasoning_field": "reasoning",
      "reasoning_tokens": null,
      "requested_context_tokens": 131072,
      "seconds": 20.258,
      "test": "long-tools",
      "usage": {
        "completion_tokens": 72,
        "prompt_tokens": 110760,
        "prompt_tokens_details": null,
        "total_tokens": 110832
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    }
  ],
  "ocr_expect": [],
  "passed": true,
  "results": [
    {
      "detail": "38.7s ctx~262144 got='ZEBRA-42917-QUARTZ' finish='stop' visible=18 reasoning_chars=446 reasoning_tokens=None",
      "name": "needle @ ~262144 ctx",
      "passed": true
    },
    {
      "detail": "20.3s measured_prompt=110760 valid tool_call get_weather(city='Oakland') finish='tool_calls' visible=0 reasoning_chars=286 reasoning_tokens=None",
      "name": "tool call after >=100K prompt (target 131072)",
      "passed": true
    }
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    "mode": "default",
    "reasoning_effort": "max"
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}