Dataset

harvardMadsys/freeinference_agentic_trace

1M<n<10M rowsLicense: cc-by-4.0

traces · week_2026_05_17 traces · week_2026_05_24 traces · week_2026_05_31 traces · week_2026_06_07 traces · week_2026_06_14 traces · week_2026_06_21 traces · week_2026_06_28 traces · week_2026_07_05 traces · week_2026_07_12 traces · week_2026_07_19 traces · week_2026_07_26 traces · week_2026_08_02 traces · week_2026_08_09 traces · week_2026_08_16 traces · week_2026_08_23 traces · week_2026_08_30 requests · week_2026_05_17 requests · week_2026_05_24 requests · week_2026_05_31 requests · week_2026_06_07 requests · week_2026_06_14 requests · week_2026_06_21 requests · week_2026_06_28 requests · week_2026_07_05

First 10 rows of week_2026_07_05

session_idstring	stepint32	link_reasonstring	start_msint64	end_msint64	ttft_msint64	modelstring	providerstring	streambool	step_triggerstring	waited_forstring	prompt_tokensint64	completion_tokensint64	cache_read_tokensint64	role_tokens

001c49f900cf3abf1eeda8512e1e9fd1	0		1783520487500	1783520495381	3767	glm-5.2	B	true	user		14996	285	12288	{"system":8867,"user":2870,"assistant":0,"tool":0,"tool_definitions":3029}	19	["shell_command","list_mcp_resources","list_mcp_resource_templates","read_mcp_resource","update_plan","request_user_input","apply_patch","view_image","get_goal","create_goal","update_goal","codex_app__load_workspace_dependencies","codex_app__navigate_to_codex_page","codex_app__re…	tool_calls			[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,…
001c49f900cf3abf1eeda8512e1e9fd1	1	tool_call_id	1783520496974	1783520511347	6324	glm-5.2	B	true	tool	tool	28935	508	14976	{"system":8867,"user":2870,"assistant":289,"tool":13877,"tool_definitions":3029}	24	["shell_command","list_mcp_resources","list_mcp_resource_templates","read_mcp_resource","update_plan","request_user_input","apply_patch","view_image","get_goal","create_goal","update_goal","codex_app__load_workspace_dependencies","codex_app__navigate_to_codex_page","codex_app__re…	tool_calls	append		[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,…
001c49f900cf3abf1eeda8512e1e9fd1	2	tool_call_id	1783520513238	1783520528702	4821	glm-5.2	B	true	tool	tool	31045	698	15168	{"system":8867,"user":2870,"assistant":789,"tool":15489,"tool_definitions":3029}	29	["shell_command","list_mcp_resources","list_mcp_resource_templates","read_mcp_resource","update_plan","request_user_input","apply_patch","view_image","get_goal","create_goal","update_goal","codex_app__load_workspace_dependencies","codex_app__navigate_to_codex_page","codex_app__re…	tool_calls	mutation	other	[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,…
001c49f900cf3abf1eeda8512e1e9fd1	3	tool_call_id	1783520530516	1783520554510	4509	glm-5.2	B	true	tool	tool	33316	1095	29120	{"system":8867,"user":2870,"assistant":1478,"tool":17058,"tool_definitions":3029}	33	["shell_command","list_mcp_resources","list_mcp_resource_templates","read_mcp_resource","update_plan","request_user_input","apply_patch","view_image","get_goal","create_goal","update_goal","codex_app__load_workspace_dependencies","codex_app__navigate_to_codex_page","codex_app__re…	tool_calls	mutation	other	[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,…
001c49f900cf3abf1eeda8512e1e9fd1	4	tool_call_id	1783520561867	1783520572944	11068	glm-5.2	B	true	tool	tool	71851	283	31488	{"system":8867,"user":2870,"assistant":2580,"tool":55286,"tool_definitions":3029}	38	["shell_command","list_mcp_resources","list_mcp_resource_templates","read_mcp_resource","update_plan","request_user_input","apply_patch","view_image","get_goal","create_goal","update_goal","codex_app__load_workspace_dependencies","codex_app__navigate_to_codex_page","codex_app__re…	tool_calls	mutation	other	[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,…
001c49f900cf3abf1eeda8512e1e9fd1	5	tool_call_id	1783520574923	1783520584792	9868	glm-5.2	B	true	tool	tool	72457	110	71808	{"system":8867,"user":2870,"assistant":2864,"tool":55624,"tool_definitions":3029}	41	["shell_command","list_mcp_resources","list_mcp_resource_templates","read_mcp_resource","update_plan","request_user_input","apply_patch","view_image","get_goal","create_goal","update_goal","codex_app__load_workspace_dependencies","codex_app__navigate_to_codex_page","codex_app__re…	tool_calls	append		[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,…
001c49f900cf3abf1eeda8512e1e9fd1	6	tool_call_id	1783520589151	1783520599299	10139	glm-5.2	B	true	tool	tool	72670	365	72448	{"system":8867,"user":2870,"assistant":2978,"tool":55727,"tool_definitions":3029}	43	["shell_command","list_mcp_resources","list_mcp_resource_templates","read_mcp_resource","update_plan","request_user_input","apply_patch","view_image","get_goal","create_goal","update_goal","codex_app__load_workspace_dependencies","codex_app__navigate_to_codex_page","codex_app__re…	tool_calls	append		[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,…
001c49f900cf3abf1eeda8512e1e9fd1	7	tool_call_id	1783520600857	1783520609527	8666	glm-5.2	B	true	tool	tool	73402	262	72640	{"system":8867,"user":2870,"assistant":3352,"tool":56087,"tool_definitions":3029}	46	["shell_command","list_mcp_resources","list_mcp_resource_templates","read_mcp_resource","update_plan","request_user_input","apply_patch","view_image","get_goal","create_goal","update_goal","codex_app__load_workspace_dependencies","codex_app__navigate_to_codex_page","codex_app__re…	tool_calls	append		[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,…
001c49f900cf3abf1eeda8512e1e9fd1	8	tool_call_id	1783520610674	1783520622453	11769	glm-5.2	B	true	tool	tool	78117	219	73344	{"system":8867,"user":2870,"assistant":3615,"tool":60599,"tool_definitions":3029}	50	["shell_command","list_mcp_resources","list_mcp_resource_templates","read_mcp_resource","update_plan","request_user_input","apply_patch","view_image","get_goal","create_goal","update_goal","codex_app__load_workspace_dependencies","codex_app__navigate_to_codex_page","codex_app__re…	tool_calls	append		[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,…
001c49f900cf3abf1eeda8512e1e9fd1	9	tool_call_id	1783520623742	1783520631047	7304	glm-5.2	B	true	tool	tool	78612	90	78080	{"system":8867,"user":2870,"assistant":3844,"tool":60867,"tool_definitions":3029}	54	["shell_command","list_mcp_resources","list_mcp_resource_templates","read_mcp_resource","update_plan","request_user_input","apply_patch","view_image","get_goal","create_goal","update_goal","codex_app__load_workspace_dependencies","codex_app__navigate_to_codex_page","codex_app__re…	tool_calls	append		[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,…