[ { "name": "math thinking_on", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "content": "17 times 19 equals 323.", "tool_calls": null, "reasoning_content": "We need to compute 17 times 19. This is a simple multiplication. 17 * 19 = 17 * (20 - 1) = 340 - 17 = 323. Alternatively, 17 * 19 = 323. So answer is 323.", "_usage": { "prompt_tokens": 38, "completion_tokens": 92, "total_tokens": 130, "prompt_tokens_details": null } }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 38, "completion_tokens": 92, "total_tokens": 130, "prompt_tokens_details": null } }, "pass": true, "seconds": 11.944649082957767 }, { "name": "math thinking_off", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "content": "17 \u00d7 19 = 323", "tool_calls": null, "reasoning_content": null, "_usage": { "prompt_tokens": 40, "completion_tokens": 13, "total_tokens": 53, "prompt_tokens_details": null } }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 40, "completion_tokens": 13, "total_tokens": 53, "prompt_tokens_details": null } }, "pass": true, "seconds": 1.3324995419825427 }, { "name": "follow-up with reasoning history", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "content": "323 - 23 = 300.", "tool_calls": null, "reasoning_content": "We need to subtract 23 from the result of 17 times 19. The result was 323. So 323 - 23 = 300. The answer is 300.", "_usage": { "prompt_tokens": 144, "completion_tokens": 68, "total_tokens": 212, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 144, "completion_tokens": 68, "total_tokens": 212, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": true, "seconds": 3.0265212090453133 }, { "name": "follow-up thinking_off", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "content": "323 \u2212 23 = 300.", "tool_calls": null, "reasoning_content": null, "_usage": { "prompt_tokens": 71, "completion_tokens": 15, "total_tokens": 86, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 71, "completion_tokens": 15, "total_tokens": 86, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": true, "seconds": 1.566703541961033 }, { "name": "tool p1 think=False choice=required", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "tool_calls": [ { "id": "call_9e17d3a5", "type": "function", "function": { "name": "lookup_code", "arguments": "{\"label\": \"alpha\"}" } } ], "content": null, "_usage": { "prompt_tokens": 412, "completion_tokens": 22, "total_tokens": 434 } }, "finish_reason": "tool_calls" } ], "usage": { "prompt_tokens": 412, "completion_tokens": 22, "total_tokens": 434 } }, "pass": true, "seconds": 2.6332159590092488 }, { "name": "tool p1 think=False choice=auto", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "tool_calls": [ { "id": "call_fc34bd58", "type": "function", "function": { "name": "lookup_code", "arguments": "{\"label\": \"alpha\"}" } } ], "content": null, "_usage": { "prompt_tokens": 412, "completion_tokens": 22, "total_tokens": 434, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "finish_reason": "tool_calls" } ], "usage": { "prompt_tokens": 412, "completion_tokens": 22, "total_tokens": 434, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": true, "seconds": 2.596864041988738 }, { "name": "tool p1 think=True choice=required", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "tool_calls": [ { "id": "call_de7f9158", "type": "function", "function": { "name": "lookup_code", "arguments": "{\"label\": \"alpha\"}" } } ], "reasoning_content": "The user wants me to look up the code for label \"alpha\". I'll use the lookup_code function.", "content": null, "_usage": { "prompt_tokens": 410, "completion_tokens": 47, "total_tokens": 457 } }, "finish_reason": "tool_calls" } ], "usage": { "prompt_tokens": 410, "completion_tokens": 47, "total_tokens": 457 } }, "pass": true, "seconds": 3.1967893749824725 }, { "name": "tool p1 think=True choice=auto", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "tool_calls": [ { "id": "call_6e9b2bc9", "type": "function", "function": { "name": "lookup_code", "arguments": "{\"label\": \"alpha\"}" } } ], "reasoning_content": "The user wants me to look up the code for label \"alpha\". I'll use the lookup_code function.", "content": null, "_usage": { "prompt_tokens": 410, "completion_tokens": 47, "total_tokens": 457, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "finish_reason": "tool_calls" } ], "usage": { "prompt_tokens": 410, "completion_tokens": 47, "total_tokens": 457, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": true, "seconds": 3.2685410419944674 }, { "name": "tool p2 think=False choice=required", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "tool_calls": [ { "id": "call_822fb343", "type": "function", "function": { "name": "lookup_code", "arguments": "{\"label\": \"alpha\"}" } } ], "content": null, "_usage": { "prompt_tokens": 419, "completion_tokens": 22, "total_tokens": 441, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "finish_reason": "tool_calls" } ], "usage": { "prompt_tokens": 419, "completion_tokens": 22, "total_tokens": 441, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": true, "seconds": 2.62623741698917 }, { "name": "tool p2 think=False choice=auto", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "tool_calls": [ { "id": "call_e5d98133", "type": "function", "function": { "name": "lookup_code", "arguments": "{\"label\": \"alpha\"}" } } ], "content": null, "_usage": { "prompt_tokens": 419, "completion_tokens": 22, "total_tokens": 441, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "finish_reason": "tool_calls" } ], "usage": { "prompt_tokens": 419, "completion_tokens": 22, "total_tokens": 441, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": true, "seconds": 2.6366865829913877 }, { "name": "tool p2 think=True choice=required", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "tool_calls": [ { "id": "call_2f19a84e", "type": "function", "function": { "name": "lookup_code", "arguments": "{\"label\": \"alpha\"}" } } ], "reasoning_content": "The user wants the secret code for the label 'alpha'. I need to call the lookup_code tool with the label 'alpha'.", "content": null, "_usage": { "prompt_tokens": 417, "completion_tokens": 51, "total_tokens": 468, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "finish_reason": "tool_calls" } ], "usage": { "prompt_tokens": 417, "completion_tokens": 51, "total_tokens": 468, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": true, "seconds": 3.302611417020671 }, { "name": "tool p2 think=True choice=auto", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "tool_calls": [ { "id": "call_b072113c", "type": "function", "function": { "name": "lookup_code", "arguments": "{\"label\": \"alpha\"}" } } ], "reasoning_content": "The user wants the secret code for the label 'alpha'. I need to call the lookup_code tool with the label 'alpha'.", "content": null, "_usage": { "prompt_tokens": 417, "completion_tokens": 51, "total_tokens": 468, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "finish_reason": "tool_calls" } ], "usage": { "prompt_tokens": 417, "completion_tokens": 51, "total_tokens": 468, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": true, "seconds": 3.3538391669862904 }, { "name": "chained call after tool result", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The code for label \"alpha\" is **BLUE-CEDAR**. Now I'll save it to notes/code.txt.", "tool_calls": [ { "id": "call_885565ce", "type": "function", "function": { "name": "write_file", "arguments": "{\"path\": \"notes/code.txt\", \"content\": \"BLUE-CEDAR\"}" } } ], "_usage": { "prompt_tokens": 467, "completion_tokens": 61, "total_tokens": 528, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "finish_reason": "tool_calls" } ], "usage": { "prompt_tokens": 467, "completion_tokens": 61, "total_tokens": 528, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": true, "seconds": 3.759734874998685 }, { "name": "final answer after two tool results", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Done! The code for label \"alpha\" is **BLUE-CEDAR**, and it has been saved to `notes/code.txt`.", "tool_calls": null, "reasoning_content": null, "_usage": { "prompt_tokens": 552, "completion_tokens": 28, "total_tokens": 580, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 552, "completion_tokens": 28, "total_tokens": 580, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": true, "seconds": 3.1179039999842644 }, { "name": "multi-line parameter value", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "tool_calls": [ { "id": "call_c0abd8f2", "type": "function", "function": { "name": "write_file", "arguments": "{\"path\": \"hello.py\", \"content\": \"print('hello')\\nprint('world')\"}" } } ], "content": null, "_usage": { "prompt_tokens": 417, "completion_tokens": 38, "total_tokens": 455, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "finish_reason": "tool_calls" } ], "usage": { "prompt_tokens": 417, "completion_tokens": 38, "total_tokens": 455, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": true, "seconds": 3.012336582993157 }, { "name": "reasoning_effort=low", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "content": "No. 221 is not prime because it equals 13 \u00d7 17.", "tool_calls": null, "reasoning_content": "We need answer yes/no then one sentence why. Need determine 221 prime? 221 = 13*17? 13*17=221 yes. So no. Need one sentence why. Ensure concise.", "_usage": { "prompt_tokens": 61, "completion_tokens": 78, "total_tokens": 139, "prompt_tokens_details": null } }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 61, "completion_tokens": 78, "total_tokens": 139, "prompt_tokens_details": null } }, "pass": true, "seconds": 2.9907219170127064 }, { "name": "reasoning_effort=high", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "content": "No, because 221 is divisible by 13 and 17.", "tool_calls": null, "reasoning_content": "We need to determine if 221 is prime. A prime number is a natural number greater than 1 that has no positive divisors other than 1 and itself. Check divisibility: 221 is odd, not divisible by 2. Sum of digits 2+2+1=5, not divisible by 3. Last digit not 0 or 5, so not divisible by 5. Check 7: 7*31=217, 7*32=224, so not divisible by 7. Check 11: 11*20=220, 11*21=231, so not divisible by 11. Check 13: 13*17=221 exactly. So 221 = 13 * 17, thus not prime. Answer: No, because 221 is divisible by 13 and 17.", "_usage": { "prompt_tokens": 61, "completion_tokens": 231, "total_tokens": 292, "prompt_tokens_details": null } }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 61, "completion_tokens": 231, "total_tokens": 292, "prompt_tokens_details": null } }, "pass": true, "seconds": 6.877053375006653 }, { "name": "reasoning_effort=max", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "content": "No. 221 is not prime because it equals 13 \u00d7 17.", "tool_calls": null, "reasoning_content": "We need answer yes/no then one sentence why. Need determine if 221 prime. 221 = 13*17? 13*17=221 yes. So no. Need one sentence why. Final: No. 221 is composite because it equals 13 \u00d7 17. Ensure yes/no then one sentence why. Could say \"No. 221 is not prime because it is divisible by 13 and 17.\" That's one sentence why. Need maybe answer yes or no, then one sentence why. Final concise.", "_usage": { "prompt_tokens": 61, "completion_tokens": 151, "total_tokens": 212, "prompt_tokens_details": null } }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 61, "completion_tokens": 151, "total_tokens": 212, "prompt_tokens_details": null } }, "pass": true, "seconds": 4.8567298330017366 }, { "name": "reasoning_effort=medium", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "content": "No. 221 is not prime because it equals 13 \u00d7 17.", "tool_calls": null, "reasoning_content": "We need answer yes/no then one sentence why. Need determine if 221 prime. 221 = 13*17? 13*17=221 yes. So no. Need one sentence why. Final: No. 221 is composite because it equals 13 \u00d7 17. Ensure yes/no then one sentence why. Could say \"No. 221 is not prime because it is divisible by 13 and 17.\" That's one sentence why. Need maybe answer yes or no, then one sentence why. Final concise.", "_usage": { "prompt_tokens": 61, "completion_tokens": 151, "total_tokens": 212, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 61, "completion_tokens": 151, "total_tokens": 212, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": null, "seconds": 4.898958457983099 }, { "name": "reasoning length by effort", "chars": { "low": 144, "high": 505, "max": 386, "medium": 386 }, "pass": null }, { "name": "long context > 2048 tokens (needle)", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "content": "CEDAR-7741-LANTERN", "tool_calls": null, "reasoning_content": null, "_usage": { "prompt_tokens": 5173, "completion_tokens": 12, "total_tokens": 5185, "prompt_tokens_details": null } }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 5173, "completion_tokens": 12, "total_tokens": 5185, "prompt_tokens_details": null } }, "pass": true, "seconds": 15.58070587500697 }, { "name": "long context repeated (in-memory prefix cache)", "response": { "choices": [ { "index": 0, "message": { "role": "assistant", "content": "CEDAR-7741-LANTERN", "tool_calls": null, "reasoning_content": null, "_usage": { "prompt_tokens": 5173, "completion_tokens": 12, "total_tokens": 5185, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 5173, "completion_tokens": 12, "total_tokens": 5185, "prompt_tokens_details": { "cached_tokens": 0, "cache_detail": "block-disk" } } }, "pass": true, "seconds": 15.598076791036874 } ]