{ "context": { "cap_tokens": 317440, "max_model_len": 327680, "targets": [] }, "evaluation_protocol": { "budget_semantics": "visible_answer_tokens plus reasoning_headroom_tokens are sent as one max_tokens cap; the endpoint does not hard-partition the channels", "minimum_comparable_repetitions": 3, "minimum_pass_rate": 1.0, "reasoning_headroom_tokens": 8192, "records_finish_reason": true, "records_full_visible_answer": true, "records_reasoning_channel_metadata": true, "repetitions": 3, "version": 3, "visible_answer_tokens": 1024 }, "failures": [], "identity": { "base_url": "http://127.0.0.1:30001/v1", "candidate_id": "glm53-candidate", "config_id": "r10", "engine": "vllm-v84", "gpu": "2x-rtx-pro-6000-max-q", "model": "glm53-flash-exl3-4bpw-v84-fp8-tp2-c4-327k-r10-vision8-apc-nospec", "started_at": "2026-09-19T12:00:37Z" }, "intelligence": { "checks": [ { "attempt_count": 3, "attempts": [ { "attempt": 1, "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 9216, "reasoning_headroom_tokens": 8192, "visible_answer_tokens": 1024 }, "content": "```diff\n--- app.py\n+++ app.py\n@@ -1,2 +1,2 @@\n-timeout = 30\n+timeout = 45\n retries = 2\n```", "content_chars": 90, "content_excerpt": "```diff\n--- app.py\n+++ app.py\n@@ -1,2 +1,2 @@\n-timeout = 30\n+timeout = 45\n retries = 2\n```", "failure_class": null, "finish_reason": "stop", "latency_ms": 5380.58891997207, "reasoning_chars": 1287, "reasoning_excerpt": "The user wants me to edit app.py, changing `timeout = 30` to `timeout = 45` while leaving `retries = 2` unchanged. 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