{ "context": { "cap_tokens": null, "max_model_len": null, "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": 4096, "records_finish_reason": true, "records_full_visible_answer": true, "records_reasoning_channel_metadata": true, "repetitions": 1, "version": 3, "visible_answer_tokens": 1024 }, "failures": [ { "error": "answer", "eval_id": "mmlu-pro-30-computer-science", "failure_classes": [ "reasoning_budget_exhausted" ], "pass_rate": 0.0, "suite": "hf-mmlu-pro-10-repeated" } ], "identity": { "base_url": "http://127.0.0.1:8081/v1", "candidate_id": "swift-q6k-mtp3", "config_id": "q6k-mtp3-64k", "engine": "llama.cpp", "gpu": "rtx5090-primary", "model": "swift38-27b-q6k-mtp3-64k", "started_at": "2026-09-12T18:40:38Z" }, "intelligence": { "checks": [], "status": "not_run" }, "run_id": "fast-bakeoff-20260912T184038Z", "schema": "anvil-serving.fast-tier-bakeoff/v1", "score_inputs": { "e2e_p50_ms": null, "intelligence_pass_rate": null, "operational_fit_notes": [ "endpoint was already loaded; benchmark did not start or stop serves" ], "session_recall_passed": false, "thinking_mode": "enabled", "tool_call_passed": false, "ttft_p50_ms": null, "usable_context_tokens": null, "voice_latency_ms": null }, "selection": { "context_targets": [ 32768 ], "endpoint_already_loaded": true, "requests_per_context": 1, "suites": [] }, "session": { "checks": [], "status": "not_run" }, "source_recipe": { "ref": null, "serve_command": null }, "suites": { "hf-mmlu-pro-10-repeated": { "checks": [ { "attempt_count": 1, "attempts": [ { "attempt": 1, "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "The pituitary gland is located in the skull, specifically within the cranial cavity.\n\nFINAL=J", "content_chars": 93, "content_excerpt": "The pituitary gland is located in the skull, specifically within the cranial cavity.\n\nFINAL=J", "failure_class": null, "finish_reason": "stop", "latency_ms": 1534.2585000325926, "reasoning_chars": 300, "reasoning_excerpt": "We need answer MCQ. Need reason. Question: body cavity that contains pituitary gland. Options: Ventral, Dorsal, Buccal, Thoracic, Pericardial, Abdominal, Spinal, Pelvic, Pleural, Cranial. Pituitary gl", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 113, "prompt_tokens": 137, "prompt_tokens_details": { "cached_tokens": 0 }, "total_tokens": 250 } } ], "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "The pituitary gland is located in the skull, specifically within the cranial cavity.\n\nFINAL=J", "content_excerpt": "The pituitary gland is located in the skull, specifically within the cranial cavity.\n\nFINAL=J", "failure_class": null, "finish_reason": "stop", "id": "mmlu-pro-5-health", "latency_ms": 1534.2585000325926, "pass_count": 1, "pass_rate": 1.0, "reasoning_chars": 300, "reasoning_excerpt": "We need answer MCQ. Need reason. Question: body cavity that contains pituitary gland. Options: Ventral, Dorsal, Buccal, Thoracic, Pericardial, Abdominal, Spinal, Pelvic, Pleural, Cranial. Pituitary gl", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "required_pass_rate": 1.0, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 113, "prompt_tokens": 137, "prompt_tokens_details": { "cached_tokens": 0 }, "total_tokens": 250 }, "validator": "deterministic_text_checks" }, { "attempt_count": 1, "attempts": [ { "attempt": 1, "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "The light-gathering power of an optical instrument is proportional to the area of its aperture, which scales with the square of the diameter.\n\n- Pupil diameter: \\(5\\text{ mm} = 0.5\\text{ cm}\\)\n- Telescope aperture: \\(50\\text{ cm}\\)\n\nDiameter ratio:\n\n\\[\n\\frac{50}{0.5} = 100\n\\]\n\nLight-gathering ratio:\n\n\\[\n100^2 = 10{,}000\n\\]\n\nSo the telescope gathers 10,000 times more light than the eye.\n\nFINAL=E", "content_chars": 397, "content_excerpt": "The light-gathering power of an optical instrument is proportional to the area of its aperture, which scales with the square of the diameter.\n\n- Pupil diameter: \\(5\\text{ mm} = 0.5\\text{ cm}\\)\n- Teles", "failure_class": null, "finish_reason": "stop", "latency_ms": 2533.5303000174463, "reasoning_chars": 345, "reasoning_excerpt": "We need answer multiple choice. Need reason. Pupil diameter 5 mm = 0.5 cm? 5 mm = 0.5 cm. Telescope aperture 50 cm. Ratio diameters = 50 / 0.5 = 100. Light gathering proportional to area = (diameter r", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 275, "prompt_tokens": 197, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 472 } } ], "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "The light-gathering power of an optical instrument is proportional to the area of its aperture, which scales with the square of the diameter.\n\n- Pupil diameter: \\(5\\text{ mm} = 0.5\\text{ cm}\\)\n- Telescope aperture: \\(50\\text{ cm}\\)\n\nDiameter ratio:\n\n\\[\n\\frac{50}{0.5} = 100\n\\]\n\nLight-gathering ratio:\n\n\\[\n100^2 = 10{,}000\n\\]\n\nSo the telescope gathers 10,000 times more light than the eye.\n\nFINAL=E", "content_excerpt": "The light-gathering power of an optical instrument is proportional to the area of its aperture, which scales with the square of the diameter.\n\n- Pupil diameter: \\(5\\text{ mm} = 0.5\\text{ cm}\\)\n- Teles", "failure_class": null, "finish_reason": "stop", "id": "mmlu-pro-10-physics", "latency_ms": 2533.5303000174463, "pass_count": 1, "pass_rate": 1.0, "reasoning_chars": 345, "reasoning_excerpt": "We need answer multiple choice. Need reason. Pupil diameter 5 mm = 0.5 cm? 5 mm = 0.5 cm. Telescope aperture 50 cm. Ratio diameters = 50 / 0.5 = 100. Light gathering proportional to area = (diameter r", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "required_pass_rate": 1.0, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 275, "prompt_tokens": 197, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 472 }, "validator": "deterministic_text_checks" }, { "attempt_count": 1, "attempts": [ { "attempt": 1, "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "The sentence contrasts negative consumer campaigns with positive ones:\n\n- **Boycotts** punish unfavourable company behaviour.\n- **Buycotts** reward favourable company behaviour.\n- Their success is enhanced by **digital technology**, which helps companies achieve **increased sales**.\n\nTherefore, the correct option is **F**.\n\nFINAL=F", "content_chars": 333, "content_excerpt": "The sentence contrasts negative consumer campaigns with positive ones:\n\n- **Boycotts** punish unfavourable company behaviour.\n- **Buycotts** reward favourable company behaviour.\n- Their success is enh", "failure_class": null, "finish_reason": "stop", "latency_ms": 3627.2617999929935, "reasoning_chars": 1715, "reasoning_excerpt": "We need answer multiple choice. Need reason. Let's parse question:\n\"In contrast to _______, _______ aim to reward favourable behaviour by companies. The success of such campaigns has been heightened t", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 455, "prompt_tokens": 270, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 725 } } ], "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "The sentence contrasts negative consumer campaigns with positive ones:\n\n- **Boycotts** punish unfavourable company behaviour.\n- **Buycotts** reward favourable company behaviour.\n- Their success is enhanced by **digital technology**, which helps companies achieve **increased sales**.\n\nTherefore, the correct option is **F**.\n\nFINAL=F", "content_excerpt": "The sentence contrasts negative consumer campaigns with positive ones:\n\n- **Boycotts** punish unfavourable company behaviour.\n- **Buycotts** reward favourable company behaviour.\n- Their success is enh", "failure_class": null, "finish_reason": "stop", "id": "mmlu-pro-15-business", "latency_ms": 3627.2617999929935, "pass_count": 1, "pass_rate": 1.0, "reasoning_chars": 1715, "reasoning_excerpt": "We need answer multiple choice. Need reason. Let's parse question:\n\"In contrast to _______, _______ aim to reward favourable behaviour by companies. The success of such campaigns has been heightened t", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "required_pass_rate": 1.0, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 455, "prompt_tokens": 270, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 725 }, "validator": "deterministic_text_checks" }, { "attempt_count": 1, "attempts": [ { "attempt": 1, "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "Arthropods have an open circulatory system in which a dorsal heart pumps hemolymph into body cavities. Their exoskeleton is made mainly of chitin, not peptidoglycan, and they are highly successful with jointed appendages.\n\nFINAL=B", "content_chars": 230, "content_excerpt": "Arthropods have an open circulatory system in which a dorsal heart pumps hemolymph into body cavities. Their exoskeleton is made mainly of chitin, not peptidoglycan, and they are highly successful wit", "failure_class": null, "finish_reason": "stop", "latency_ms": 2788.1572999758646, "reasoning_chars": 985, "reasoning_excerpt": "We need answer a multiple choice question. Need reason through ten-option question, finish with FINAL=. Options A-D real, E-J N/A. Need choose accurate statement concerning arthropods.\n\nLet's ", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 291, "prompt_tokens": 178, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 469 } } ], "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "Arthropods have an open circulatory system in which a dorsal heart pumps hemolymph into body cavities. Their exoskeleton is made mainly of chitin, not peptidoglycan, and they are highly successful with jointed appendages.\n\nFINAL=B", "content_excerpt": "Arthropods have an open circulatory system in which a dorsal heart pumps hemolymph into body cavities. Their exoskeleton is made mainly of chitin, not peptidoglycan, and they are highly successful wit", "failure_class": null, "finish_reason": "stop", "id": "mmlu-pro-20-biology", "latency_ms": 2788.1572999758646, "pass_count": 1, "pass_rate": 1.0, "reasoning_chars": 985, "reasoning_excerpt": "We need answer a multiple choice question. Need reason through ten-option question, finish with FINAL=. Options A-D real, E-J N/A. Need choose accurate statement concerning arthropods.\n\nLet's ", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "required_pass_rate": 1.0, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 291, "prompt_tokens": 178, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 469 }, "validator": "deterministic_text_checks" }, { "attempt_count": 1, "attempts": [ { "attempt": 1, "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "The unpaired electron couples to:\n\n- one \\(^{13}\\text{C}\\) nucleus: \\(I = \\tfrac{1}{2}\\), giving \\(2I+1 = 2\\) lines\n- three equivalent \\(^1\\text{H}\\) nuclei: each \\(I = \\tfrac{1}{2}\\), giving \\(n+1 = 4\\) lines\n\nWith no overlap, the total number of lines is:\n\n\\[\n2 \\times 4 = 8\n\\]\n\nFINAL=B", "content_chars": 288, "content_excerpt": "The unpaired electron couples to:\n\n- one \\(^{13}\\text{C}\\) nucleus: \\(I = \\tfrac{1}{2}\\), giving \\(2I+1 = 2\\) lines\n- three equivalent \\(^1\\text{H}\\) nuclei: each \\(I = \\tfrac{1}{2}\\), giving \\(n+1 = ", "failure_class": null, "finish_reason": "stop", "latency_ms": 4039.189700037241, "reasoning_chars": 1137, "reasoning_excerpt": "We need answer multiple choice. Need reason. Question: Predict number of lines in EPR spectrum of solution of 13C-labelled methyl radical (13CH3 radical), assuming lines do not overlap.\n\nWe need deter", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 418, "prompt_tokens": 157, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 575 } } ], "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "The unpaired electron couples to:\n\n- one \\(^{13}\\text{C}\\) nucleus: \\(I = \\tfrac{1}{2}\\), giving \\(2I+1 = 2\\) lines\n- three equivalent \\(^1\\text{H}\\) nuclei: each \\(I = \\tfrac{1}{2}\\), giving \\(n+1 = 4\\) lines\n\nWith no overlap, the total number of lines is:\n\n\\[\n2 \\times 4 = 8\n\\]\n\nFINAL=B", "content_excerpt": "The unpaired electron couples to:\n\n- one \\(^{13}\\text{C}\\) nucleus: \\(I = \\tfrac{1}{2}\\), giving \\(2I+1 = 2\\) lines\n- three equivalent \\(^1\\text{H}\\) nuclei: each \\(I = \\tfrac{1}{2}\\), giving \\(n+1 = ", "failure_class": null, "finish_reason": "stop", "id": "mmlu-pro-25-chemistry", "latency_ms": 4039.189700037241, "pass_count": 1, "pass_rate": 1.0, "reasoning_chars": 1137, "reasoning_excerpt": "We need answer multiple choice. Need reason. Question: Predict number of lines in EPR spectrum of solution of 13C-labelled methyl radical (13CH3 radical), assuming lines do not overlap.\n\nWe need deter", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "required_pass_rate": 1.0, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 418, "prompt_tokens": 157, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 575 }, "validator": "deterministic_text_checks" }, { "attempt_count": 1, "attempts": [ { "attempt": 1, "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "", "content_chars": 0, "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "latency_ms": 47859.30210002698, "reasoning_chars": 17820, "reasoning_excerpt": "We need answer multiple choice. Need reason carefully. Problem: pipelined RISC machine registers R0-R7, supports ADD Rs1, Rs2, Rd and MUL Rs1, Rs2, Rd. Operation normally takes one cycle; however, an ", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 5120, "prompt_tokens": 220, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 5340 } } ], "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "", "content_excerpt": "", "error": "answer", "failure_class": "reasoning_budget_exhausted", "finish_reason": "length", "id": "mmlu-pro-30-computer-science", "latency_ms": 47859.30210002698, "pass_count": 0, "pass_rate": 0.0, "reasoning_chars": 17820, "reasoning_excerpt": "We need answer multiple choice. Need reason carefully. Problem: pipelined RISC machine registers R0-R7, supports ADD Rs1, Rs2, Rd and MUL Rs1, Rs2, Rd. Operation normally takes one cycle; however, an ", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "required_pass_rate": 1.0, "status": "failed", "text_checks": [ { "name": "answer", "passed": false } ], "usage": { "completion_tokens": 5120, "prompt_tokens": 220, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 5340 }, "validator": "deterministic_text_checks" }, { "attempt_count": 1, "attempts": [ { "attempt": 1, "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "In a stationary autoregressive process, the dynamics are stable: the effect of a shock is damped over time rather than exploding or persisting forever. Thus, shocks have temporary effects and eventually fade out.\n\nFINAL=F", "content_chars": 221, "content_excerpt": "In a stationary autoregressive process, the dynamics are stable: the effect of a shock is damped over time rather than exploding or persisting forever. Thus, shocks have temporary effects and eventual", "failure_class": null, "finish_reason": "stop", "latency_ms": 1708.377400005702, "reasoning_chars": 423, "reasoning_excerpt": "We need answer multiple choice. Need reason. Question: \"For a stationary autoregressive process, shocks will\" options. Need choose best. Stationary AR process: shocks have transitory effects, die out ", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 135, "prompt_tokens": 150, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 285 } } ], "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "In a stationary autoregressive process, the dynamics are stable: the effect of a shock is damped over time rather than exploding or persisting forever. Thus, shocks have temporary effects and eventually fade out.\n\nFINAL=F", "content_excerpt": "In a stationary autoregressive process, the dynamics are stable: the effect of a shock is damped over time rather than exploding or persisting forever. Thus, shocks have temporary effects and eventual", "failure_class": null, "finish_reason": "stop", "id": "mmlu-pro-35-economics", "latency_ms": 1708.377400005702, "pass_count": 1, "pass_rate": 1.0, "reasoning_chars": 423, "reasoning_excerpt": "We need answer multiple choice. Need reason. Question: \"For a stationary autoregressive process, shocks will\" options. Need choose best. Stationary AR process: shocks have transitory effects, die out ", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "required_pass_rate": 1.0, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 135, "prompt_tokens": 150, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 285 }, "validator": "deterministic_text_checks" }, { "attempt_count": 1, "attempts": [ { "attempt": 1, "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "Using the force between two point magnetic poles in free space, with pole strength in webers:\n\n\\[\nF=\\frac{m_1 m_2}{4\\pi \\mu_0 r^2}\n\\]\n\nGiven:\n\n\\[\nm_1 = 4\\pi \\times 10^{-4}\\ \\text{Wb}\n\\]\n\n\\[\nm_2 = 4\\pi \\times 1.5 \\times 10^{-4} = 6\\pi \\times 10^{-4}\\ \\text{Wb}\n\\]\n\n\\[\nr = 10\\ \\text{cm} = 0.1\\ \\text{m}\n\\]\n\n\\[\n\\mu_0 = 4\\pi \\times 10^{-7}\n\\]\n\nSo:\n\n\\[\nF=\\frac{(4\\pi \\times 10^{-4})(6\\pi \\times 10^{-4})}{4\\pi(4\\pi \\times 10^{-7})(0.1)^2}\n\\]\n\n\\[\nF=\\frac{24\\pi^2 \\times 10^{-8}}{16\\pi^2 \\times 10^{-9}}\n\\]\n\n\\[\nF=\\frac{24}{16}\\times 10 = 15\\ \\text{N}\n\\]\n\nThus the correct option is C.\n\nFINAL=C", "content_chars": 586, "content_excerpt": "Using the force between two point magnetic poles in free space, with pole strength in webers:\n\n\\[\nF=\\frac{m_1 m_2}{4\\pi \\mu_0 r^2}\n\\]\n\nGiven:\n\n\\[\nm_1 = 4\\pi \\times 10^{-4}\\ \\text{Wb}\n\\]\n\n\\[\nm_2 = 4\\pi", "failure_class": null, "finish_reason": "stop", "latency_ms": 20289.33139995206, "reasoning_chars": 4928, "reasoning_excerpt": "We need answer multiple choice. Need reason. Problem: \"A point pole has a strength of 4 pi times 10^-4 weber. The force in newtons on a point pole of 4 pi times 1.5 times 10^-4 weber placed 10 cm from", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 2507, "prompt_tokens": 191, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 2698 } } ], "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "Using the force between two point magnetic poles in free space, with pole strength in webers:\n\n\\[\nF=\\frac{m_1 m_2}{4\\pi \\mu_0 r^2}\n\\]\n\nGiven:\n\n\\[\nm_1 = 4\\pi \\times 10^{-4}\\ \\text{Wb}\n\\]\n\n\\[\nm_2 = 4\\pi \\times 1.5 \\times 10^{-4} = 6\\pi \\times 10^{-4}\\ \\text{Wb}\n\\]\n\n\\[\nr = 10\\ \\text{cm} = 0.1\\ \\text{m}\n\\]\n\n\\[\n\\mu_0 = 4\\pi \\times 10^{-7}\n\\]\n\nSo:\n\n\\[\nF=\\frac{(4\\pi \\times 10^{-4})(6\\pi \\times 10^{-4})}{4\\pi(4\\pi \\times 10^{-7})(0.1)^2}\n\\]\n\n\\[\nF=\\frac{24\\pi^2 \\times 10^{-8}}{16\\pi^2 \\times 10^{-9}}\n\\]\n\n\\[\nF=\\frac{24}{16}\\times 10 = 15\\ \\text{N}\n\\]\n\nThus the correct option is C.\n\nFINAL=C", "content_excerpt": "Using the force between two point magnetic poles in free space, with pole strength in webers:\n\n\\[\nF=\\frac{m_1 m_2}{4\\pi \\mu_0 r^2}\n\\]\n\nGiven:\n\n\\[\nm_1 = 4\\pi \\times 10^{-4}\\ \\text{Wb}\n\\]\n\n\\[\nm_2 = 4\\pi", "failure_class": null, "finish_reason": "stop", "id": "mmlu-pro-40-engineering", "latency_ms": 20289.33139995206, "pass_count": 1, "pass_rate": 1.0, "reasoning_chars": 4928, "reasoning_excerpt": "We need answer multiple choice. Need reason. Problem: \"A point pole has a strength of 4 pi times 10^-4 weber. The force in newtons on a point pole of 4 pi times 1.5 times 10^-4 weber placed 10 cm from", "reasoning_field": "reasoning_content", "reasoning_tokens": null, "required_pass_rate": 1.0, "status": "passed", "text_checks": [ { "name": "answer", "passed": true } ], "usage": { "completion_tokens": 2507, "prompt_tokens": 191, "prompt_tokens_details": { "cached_tokens": 42 }, "total_tokens": 2698 }, "validator": "deterministic_text_checks" }, { "attempt_count": 1, "attempts": [ { "attempt": 1, "budget": { "legacy_max_tokens_as_visible": false, "max_completion_tokens": 5120, "reasoning_headroom_tokens": 4096, "visible_answer_tokens": 1024 }, "content": "\u201cUnless\u201d is best symbolized as an inclusive \u201cor\u201d: \u201cP unless Q\u201d = \u201cP or Q.\u201d\n\nHere, P = \u201cTurtles live long lives and are happy creatures\u201d = L and H, and Q = \u201cthey are injured\u201d = I.\n\nSo the formula is: (L and H) or I.\n\nFINAL=B", "content_chars": 223, "content_excerpt": "\u201cUnless\u201d is best symbolized as an inclusive \u201cor\u201d: \u201cP unless Q\u201d = \u201cP or Q.\u201d\n\nHere, P = \u201cTurtles live long lives and are happy creatures\u201d = L and H, and Q = \u201cthey are injured\u201d = I.\n\nSo the formula is: (", "failure_class": null, "finish_reason": "stop", "latency_ms": 8706.937899987679, "reasoning_chars": 3212, "reasoning_excerpt": "We need answer user's question. Need reason through ten-option question, finish with FINAL=. 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