{ "model": "Qwen/Qwen3-0.6B", "modified_weights": false, "device": "cpu", "cases": [ { "category": "arithmetic", "prompt": "Return only the integer: 17 * 23.", "answer": "17 × 23 = 391. \n\nSo, the integer is **391**.", "passed": false, "input_tokens": 25, "output_tokens": 25, "seconds": 5.441395299974829, "tokens_per_second": 4.594409819870217, "ttft": null, "note": "Non-streaming adapter; TTFT not measured" }, { "category": "json", "prompt": "Return only a JSON object with key \"ready\" and boolean value true.", "answer": "```json\n{\n \"ready\": true\n}\n```", "passed": false, "input_tokens": 27, "output_tokens": 13, "seconds": 2.942591800005175, "tokens_per_second": 4.417874065977189, "ttft": null, "note": "Non-streaming adapter; TTFT not measured" }, { "category": "ordering", "prompt": "Sort these integers ascending. Return only a JSON array: 19, -3, 7, 0.", "answer": "```json\n[\n -3,\n 0,\n 7,\n 19\n]\n```", "passed": false, "input_tokens": 36, "output_tokens": 24, "seconds": 5.206944799982011, "tokens_per_second": 4.60922881304271, "ttft": null, "note": "Non-streaming adapter; TTFT not measured" }, { "category": "reasoning", "prompt": "Every raven is a bird. Some birds swim. Must every raven swim? Answer only yes or no.", "answer": "Yes.", "passed": false, "input_tokens": 35, "output_tokens": 3, "seconds": 1.0609624999342486, "tokens_per_second": 2.8276211460687066, "ttft": null, "note": "Non-streaming adapter; TTFT not measured" } ], "pass_at_1": 0.0, "wilson_95": [ 0, 0.48990002040399916 ], "latency_seconds": { "p50": 2.942591800005175, "p95": 5.441395299974829, "p99": 5.441395299974829 }, "agent": { "status": "failed", "reason": "invalid_model_output", "trace": [ { "state": "OBSERVE", "error": "JSONDecodeError" }, { "state": "OBSERVE", "error": "JSONDecodeError" }, { "state": "OBSERVE", "error": "JSONDecodeError" } ] }, "limitations": [ "Public hand-authored smoke tests; contamination unknown", "Four cases cannot rank models", "Agent file task is not repository-level coding evaluation", "Non-streaming latency only", "No private data used" ] }