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type
string
request_id
string
timestamp_rel_s
float64
timestamp_utc
string
method
string
path
string
query_params
string
headers
string
body
string
task_metadata
string
thread_id
int64
status_code
int64
request
1774758070393410897
39.332456
2026-03-29T04:21:10.393431+00:00
POST
/v1/chat/completions
{}
{"host": "localhost:8212", "accept-encoding": "gzip, deflate, zstd", "connection": "keep-alive", "accept": "application/json", "content-type": "application/json", "user-agent": "OpenAI/Python 2.8.0", "x-stainless-lang": "python", "x-stainless-package-version": "2.8.0", "x-stainless-os": "Linux", "x-stainless-arch": "x6...
{"messages": [{"role": "system", "content": "You are OpenHands agent, a helpful AI assistant that can interact with a computer to solve tasks.\n\n<ROLE>\nYour primary role is to assist users by executing commands, modifying code, and solving technical problems effectively. You should be thorough, methodical, and priori...
{"source_dataset": "swebench_deepseek", "task_id": "django__django-14792", "session_name": "swebench__django__django-14792"}
0
null
response
1774758070393410897
43.239013
2026-03-29T04:21:14.299988+00:00
null
null
null
{"date": "Sun, 29 Mar 2026 04:21:12 GMT", "content-type": "application/json", "transfer-encoding": "chunked", "connection": "keep-alive", "access-control-allow-origin": "*", "permissions-policy": "payment=(self \"https://checkout.stripe.com\" \"https://connect-js.stripe.com\" \"https://js.stripe.com\" \"https://*.js.st...
{"id": "gen-1774758070-SJIDeej6feekvRdPstya", "object": "chat.completion", "created": 1774758070, "model": "deepseek/deepseek-chat-v3.1", "provider": "AtlasCloud", "system_fingerprint": null, "choices": [{"index": 0, "logprobs": null, "finish_reason": "stop", "native_finish_reason": "stop", "message": {"role": "assista...
{"source_dataset": "swebench_deepseek", "task_id": "django__django-14792", "session_name": "swebench__django__django-14792"}
0
200
request
1774758075017732073
43.956777
2026-03-29T04:21:15.017752+00:00
POST
/v1/chat/completions
{}
{"host": "localhost:8212", "accept-encoding": "gzip, deflate, zstd", "connection": "keep-alive", "accept": "application/json", "content-type": "application/json", "user-agent": "OpenAI/Python 2.8.0", "x-stainless-lang": "python", "x-stainless-package-version": "2.8.0", "x-stainless-os": "Linux", "x-stainless-arch": "x6...
{"messages": [{"role": "system", "content": "You are OpenHands agent, a helpful AI assistant that can interact with a computer to solve tasks.\n\n<ROLE>\nYour primary role is to assist users by executing commands, modifying code, and solving technical problems effectively. You should be thorough, methodical, and priori...
{"source_dataset": "swebench_deepseek", "task_id": "django__django-14792", "session_name": "swebench__django__django-14792"}
0
null
response
1774758075017732073
49.520143
2026-03-29T04:21:20.581109+00:00
null
null
null
{"date": "Sun, 29 Mar 2026 04:21:15 GMT", "content-type": "application/json", "transfer-encoding": "chunked", "connection": "keep-alive", "access-control-allow-origin": "*", "permissions-policy": "payment=(self \"https://checkout.stripe.com\" \"https://connect-js.stripe.com\" \"https://js.stripe.com\" \"https://*.js.st...
{"id": "gen-1774758075-ePoI66StgXg8zzZYGDE6", "object": "chat.completion", "created": 1774758075, "model": "deepseek/deepseek-chat-v3.1", "provider": "DeepInfra", "system_fingerprint": null, "choices": [{"index": 0, "logprobs": null, "finish_reason": "stop", "native_finish_reason": "stop", "message": {"role": "assistan...
{"source_dataset": "swebench_deepseek", "task_id": "django__django-14792", "session_name": "swebench__django__django-14792"}
0
200
request
1774758082282856805
51.221899
2026-03-29T04:21:22.282868+00:00
POST
/v1/chat/completions
{}
{"host": "localhost:8212", "accept-encoding": "gzip, deflate, zstd", "connection": "keep-alive", "accept": "application/json", "content-type": "application/json", "user-agent": "OpenAI/Python 2.8.0", "x-stainless-lang": "python", "x-stainless-package-version": "2.8.0", "x-stainless-os": "Linux", "x-stainless-arch": "x6...
{"messages": [{"role": "system", "content": "You are OpenHands agent, a helpful AI assistant that can interact with a computer to solve tasks.\n\n<ROLE>\nYour primary role is to assist users by executing commands, modifying code, and solving technical problems effectively. You should be thorough, methodical, and priori...
{"source_dataset": "swebench_deepseek", "task_id": "django__django-14792", "session_name": "swebench__django__django-14792"}
0
null
response
1774758082282856805
58.465094
2026-03-29T04:21:29.526063+00:00
null
null
null
{"date": "Sun, 29 Mar 2026 04:21:22 GMT", "content-type": "application/json", "transfer-encoding": "chunked", "connection": "keep-alive", "access-control-allow-origin": "*", "permissions-policy": "payment=(self \"https://checkout.stripe.com\" \"https://connect-js.stripe.com\" \"https://js.stripe.com\" \"https://*.js.st...
{"id": "gen-1774758082-SmMVbnO1kVEgS00rdWhV", "object": "chat.completion", "created": 1774758082, "model": "deepseek/deepseek-chat-v3.1", "provider": "DeepInfra", "system_fingerprint": null, "choices": [{"index": 0, "logprobs": null, "finish_reason": "stop", "native_finish_reason": "stop", "message": {"role": "assistan...
{"source_dataset": "swebench_deepseek", "task_id": "django__django-14792", "session_name": "swebench__django__django-14792"}
0
200
request
1774758091233565605
60.172607
2026-03-29T04:21:31.233576+00:00
POST
/v1/chat/completions
{}
{"host": "localhost:8212", "accept-encoding": "gzip, deflate, zstd", "connection": "keep-alive", "accept": "application/json", "content-type": "application/json", "user-agent": "OpenAI/Python 2.8.0", "x-stainless-lang": "python", "x-stainless-package-version": "2.8.0", "x-stainless-os": "Linux", "x-stainless-arch": "x6...
{"messages": [{"role": "system", "content": "You are OpenHands agent, a helpful AI assistant that can interact with a computer to solve tasks.\n\n<ROLE>\nYour primary role is to assist users by executing commands, modifying code, and solving technical problems effectively. You should be thorough, methodical, and priori...
{"source_dataset": "swebench_deepseek", "task_id": "django__django-14792", "session_name": "swebench__django__django-14792"}
0
null
response
1774758091233565605
68.209786
2026-03-29T04:21:39.270754+00:00
null
null
null
{"date": "Sun, 29 Mar 2026 04:21:31 GMT", "content-type": "application/json", "transfer-encoding": "chunked", "connection": "keep-alive", "access-control-allow-origin": "*", "permissions-policy": "payment=(self \"https://checkout.stripe.com\" \"https://connect-js.stripe.com\" \"https://js.stripe.com\" \"https://*.js.st...
{"id": "gen-1774758091-cFpRczWKogKiveLIgZzH", "object": "chat.completion", "created": 1774758091, "model": "deepseek/deepseek-chat-v3.1", "provider": "DeepInfra", "system_fingerprint": null, "choices": [{"index": 0, "logprobs": null, "finish_reason": "stop", "native_finish_reason": "stop", "message": {"role": "assistan...
{"source_dataset": "swebench_deepseek", "task_id": "django__django-14792", "session_name": "swebench__django__django-14792"}
0
200
request
1774758099965793532
68.904836
2026-03-29T04:21:39.965805+00:00
POST
/v1/chat/completions
{}
"{\"host\": \"localhost:8212\", \"accept-encoding\": \"gzip, deflate, zstd\", \"connection\": \"keep(...TRUNCATED)
"{\"messages\": [{\"role\": \"system\", \"content\": \"You are OpenHands agent, a helpful AI assista(...TRUNCATED)
"{\"source_dataset\": \"swebench_deepseek\", \"task_id\": \"django__django-14792\", \"session_name\"(...TRUNCATED)
0
null
response
1774758099965793532
73.568221
2026-03-29T04:21:44.629195+00:00
null
null
null
"{\"date\": \"Sun, 29 Mar 2026 04:21:40 GMT\", \"content-type\": \"application/json\", \"transfer-en(...TRUNCATED)
"{\"id\": \"gen-1774758100-g94exBKHqT4EzqCypbpu\", \"object\": \"chat.completion\", \"created\": 177(...TRUNCATED)
"{\"source_dataset\": \"swebench_deepseek\", \"task_id\": \"django__django-14792\", \"session_name\"(...TRUNCATED)
0
200
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swebench-deepseek-traces-2

Complete HTTP-level agentic traces from running swebench_deepseek benchmark tasks through an instrumented reverse proxy.

Each trace captures full request/response pairs including system prompts, user messages, assistant responses, tool calls and results, and token usage metadata.

Stats

  • Total sessions: 37
  • Multi-turn sessions (2+ LLM calls): 33
  • Total records: 2040
  • Total LLM requests: 1020

Format

Raw JSONL traces from the instrumented proxy. Each line is a request or response record:

Request record

{"type": "request", "request_id": "...", "timestamp_rel_s": 0.0, "timestamp_utc": "...", "method": "POST", "path": "/v1/chat/completions", "headers": {...}, "body": {...}, "thread_id": 0, "task_metadata": {"source_dataset": "swebench_deepseek", "task_id": "...", "session_name": "..."}}

Response record

{"type": "response", "request_id": "...", "timestamp_rel_s": 1.23, "timestamp_utc": "...", "status_code": 200, "headers": {...}, "body": {...}, "thread_id": 0, "task_metadata": {"source_dataset": "swebench_deepseek", "task_id": "...", "session_name": "..."}}

Files

  • swebench_deepseek_all_traces.jsonl — All sessions merged into one file
  • sessions/ — Individual per-session trace files

Collection Method

Traces collected via instrumented reverse proxy recording all LLM API calls during agent benchmark execution.

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