ts_utc stringdate 2026-09-23 18:05:34 2026-09-28 23:20:09 | endpoint_id stringclasses 4
values | gpu stringclasses 12
values | model stringclasses 4
values | kind stringclasses 2
values | cycle int64 0 2 | req int64 0 5 | wall_ms int64 85 795k | delay_ms float64 15 793k ⌀ | exec_ms float64 486 6.56k ⌀ | status stringclasses 3
values | prompt_tokens float64 140 140 ⌀ | completion_tokens float64 64 64 ⌀ | finish_reason stringclasses 2
values | text stringclasses 4
values | workers_before stringclasses 8
values | error stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026-09-23T18:05:34+00:00 | 4ib59mjp0vgaao | 24GB-0.69 | qwen/qwen3-8b | cold | 0 | 0 | 314,612 | 310,459 | 2,980 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | {"idle": 0, "initializing": 0, "ready": 0, "running": 0, "throttled": 1, "unhealthy": 0} | null |
2026-09-23T18:05:37+00:00 | 4ib59mjp0vgaao | 24GB-0.69 | qwen/qwen3-8b | warm | 0 | 1 | 3,189 | 22 | 2,843 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T18:05:40+00:00 | 4ib59mjp0vgaao | 24GB-0.69 | qwen/qwen3-8b | warm | 0 | 2 | 2,998 | 19 | 2,882 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T18:07:51+00:00 | 4ib59mjp0vgaao | 24GB-0.69 | qwen/qwen3-8b | cold | 0 | 0 | 7,213 | 502 | 6,559 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | {"idle": 1, "initializing": 0, "ready": 1, "running": 0, "throttled": 0, "unhealthy": 0} | null |
2026-09-23T18:07:55+00:00 | 4ib59mjp0vgaao | 24GB-0.69 | qwen/qwen3-8b | warm | 0 | 1 | 3,411 | 35 | 2,894 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T18:07:58+00:00 | 4ib59mjp0vgaao | 24GB-0.69 | qwen/qwen3-8b | warm | 0 | 2 | 3,393 | 18 | 2,916 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T18:08:01+00:00 | 4ib59mjp0vgaao | 24GB-0.69 | qwen/qwen3-8b | warm | 0 | 3 | 3,399 | 19 | 2,888 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T18:08:05+00:00 | 4ib59mjp0vgaao | 24GB-0.69 | qwen/qwen3-8b | warm | 0 | 4 | 3,182 | 19 | 2,910 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T18:08:08+00:00 | 4ib59mjp0vgaao | 24GB-0.69 | qwen/qwen3-8b | warm | 0 | 5 | 3,229 | 21 | 2,912 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T18:50:39+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | cold | 0 | 0 | 478,698 | 476,676 | 1,317 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | {"idle": 0, "initializing": 1, "ready": 0, "running": 0, "throttled": 0, "unhealthy": 0} | null |
2026-09-23T18:50:40+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 0 | 1 | 1,440 | 19 | 1,247 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T18:50:42+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 0 | 2 | 1,315 | 17 | 1,194 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T18:50:43+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 0 | 3 | 1,499 | 16 | 1,268 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T18:50:45+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 0 | 4 | 1,358 | 18 | 1,242 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T18:50:46+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 0 | 5 | 1,373 | 15 | 1,243 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T19:00:06+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | cold | 1 | 0 | 259,819 | 257,952 | 1,350 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | {"idle": 0, "initializing": 2, "ready": 0, "running": 0, "throttled": 0, "unhealthy": 0} | null |
2026-09-23T19:00:07+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 1 | 1 | 1,396 | 24 | 1,244 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T19:00:09+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 1 | 2 | 1,494 | 22 | 1,236 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T19:00:10+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 1 | 3 | 1,417 | 32 | 1,227 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T19:00:12+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 1 | 4 | 2,092 | 20 | 1,283 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T19:00:14+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 1 | 5 | 1,857 | 24 | 1,283 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T19:09:20+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | cold | 2 | 0 | 244,973 | 242,993 | 1,337 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | {"idle": 0, "initializing": 2, "ready": 0, "running": 0, "throttled": 0, "unhealthy": 0} | null |
2026-09-23T19:09:21+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 2 | 1 | 1,682 | 16 | 1,261 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T19:09:23+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 2 | 2 | 1,752 | 18 | 1,281 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T19:09:25+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 2 | 3 | 1,568 | 18 | 1,225 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T19:09:26+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 2 | 4 | 1,453 | 25 | 1,332 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T19:09:27+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 2 | 5 | 1,382 | 25 | 1,263 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T19:53:07+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | cold | 0 | 0 | 180,781 | 177,517 | 2,173 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | {"idle": 1, "initializing": 1, "ready": 1, "running": 0, "throttled": 0, "unhealthy": 0} | null |
2026-09-23T19:53:09+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 0 | 1 | 2,273 | 19 | 2,108 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T19:53:11+00:00 | 4ib59mjp0vgaao | 24GBPRO-1.10 | qwen/qwen3-8b | warm | 0 | 2 | 2,163 | 16 | 2,043 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-23T21:36:02+00:00 | 29fqxvabtskzb8 | 48GB-1.22 | Qwen/Qwen3-32B-AWQ | cold | 0 | 0 | 137 | null | null | 403 | null | null | null | null | {} | null |
2026-09-23T21:37:34+00:00 | 29fqxvabtskzb8 | 48GB-1.22 | Qwen/Qwen3-32B-AWQ | cold | 0 | 0 | 102 | null | null | 403 | null | null | null | null | {} | null |
2026-09-23T21:38:31+00:00 | 29fqxvabtskzb8 | 48GB-1.22 | Qwen/Qwen3-32B-AWQ | cold | 0 | 0 | 111 | null | null | 403 | null | null | null | null | {} | null |
2026-09-23T21:45:59+00:00 | 29fqxvabtskzb8 | 48GB-1.22 | Qwen/Qwen3-32B-AWQ | cold | 0 | 0 | 275,847 | 274,549 | 486 | FAILED | null | null | null | null | {"idle": 0, "initializing": 0, "ready": 0, "running": 0, "throttled": 1, "unhealthy": 0} | {'message': 'vLLM returned HTTP 404: {"error":{"message":"The model `Qwen/Qwen3-32B-AWQ` does not exist.","type":"NotFoundError","param":"model","code":404}}', 'type': 'worker_error', 'code': None} |
2026-09-23T21:46:50+00:00 | 29fqxvabtskzb8 | 48GB-1.22 | qwen/qwen3-32b-awq | cold | 0 | 0 | 3,387 | 718 | 2,442 | COMPLETED | 140 | 64 | length | ```json\n{"score": 2, "reason": "The news relates to monetary policy and inflation, which can have broad market implications, but it does not directly impact the operations, supply chain, or customers of NVDA, TSM, or AAPL. It is more of a macroeconomic update than breaking | {"idle": 1, "initializing": 0, "ready": 1, "running": 0, "throttled": 0, "unhealthy": 0} | null |
2026-09-23T21:46:53+00:00 | 29fqxvabtskzb8 | 48GB-1.22 | qwen/qwen3-32b-awq | warm | 0 | 1 | 2,692 | 54 | 2,420 | COMPLETED | 140 | 64 | length | ```json\n{"score": 2, "reason": "The news relates to monetary policy and inflation, which can have broad market implications, but it does not directly impact the operations, supply chain, or customers of NVDA, TSM, or AAPL. It is more of a macroeconomic update than breaking | null | null |
2026-09-23T21:46:56+00:00 | 29fqxvabtskzb8 | 48GB-1.22 | qwen/qwen3-32b-awq | warm | 0 | 2 | 2,679 | 74 | 2,387 | COMPLETED | 140 | 64 | length | ```json\n{"score": 2, "reason": "The news relates to monetary policy and inflation, which can have broad market implications, but it does not directly impact the operations, supply chain, or customers of NVDA, TSM, or AAPL. It is more of a macroeconomic update than breaking | null | null |
2026-09-23T21:46:58+00:00 | 29fqxvabtskzb8 | 48GB-1.22 | qwen/qwen3-32b-awq | warm | 0 | 3 | 2,618 | 50 | 2,307 | COMPLETED | 140 | 64 | length | ```json\n{"score": 2, "reason": "The news relates to monetary policy and inflation, which can have broad market implications, but it does not directly impact the operations, supply chain, or customers of NVDA, TSM, or AAPL. It is more of a macroeconomic update than breaking | null | null |
2026-09-23T21:47:01+00:00 | 29fqxvabtskzb8 | 48GB-1.22 | qwen/qwen3-32b-awq | warm | 0 | 4 | 2,663 | 56 | 2,375 | COMPLETED | 140 | 64 | length | ```json\n{"score": 2, "reason": "The news relates to monetary policy and inflation, which can have broad market implications, but it does not directly impact the operations, supply chain, or customers of NVDA, TSM, or AAPL. It is more of a macroeconomic update than breaking | null | null |
2026-09-23T21:47:04+00:00 | 29fqxvabtskzb8 | 48GB-1.22 | qwen/qwen3-32b-awq | warm | 0 | 5 | 2,565 | 51 | 2,308 | COMPLETED | 140 | 64 | length | ```json\n{"score": 2, "reason": "The news relates to monetary policy and inflation, which can have broad market implications, but it does not directly impact the operations, supply chain, or customers of NVDA, TSM, or AAPL. It is more of a macroeconomic update than breaking | null | null |
2026-09-27T19:53:24+00:00 | m7hh3l1qzbutfy | 4090-vol | Qwen/Qwen3-8B | cold | 0 | 0 | 85 | null | null | 403 | null | null | null | null | {} | null |
2026-09-27T20:26:25+00:00 | kbme98hqtjthdl | A100-vol | Qwen/Qwen3-8B | cold | 0 | 0 | 83,866 | 83,027 | 646 | FAILED | null | null | null | null | {"idle": 0, "initializing": 0, "ready": 0, "running": 1, "throttled": 0, "unhealthy": 0} | {'message': 'vLLM returned HTTP 404: {"error":{"message":"The model `Qwen/Qwen3-8B` does not exist.","type":"NotFoundError","param":"model","code":404}}', 'type': 'worker_error', 'code': None} |
2026-09-27T20:27:00+00:00 | kbme98hqtjthdl | A100-vol | qwen/qwen3-8b | cold | 0 | 0 | 3,515 | 1,937 | 1,359 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | {"idle": 1, "initializing": 0, "ready": 1, "running": 0, "throttled": 0, "unhealthy": 0} | null |
2026-09-27T20:27:02+00:00 | kbme98hqtjthdl | A100-vol | qwen/qwen3-8b | warm | 0 | 1 | 1,486 | 55 | 1,222 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-27T20:27:03+00:00 | kbme98hqtjthdl | A100-vol | qwen/qwen3-8b | warm | 0 | 2 | 1,480 | 58 | 1,230 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-27T20:27:05+00:00 | kbme98hqtjthdl | A100-vol | qwen/qwen3-8b | warm | 0 | 3 | 1,485 | 57 | 1,238 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-27T20:34:52+00:00 | kbme98hqtjthdl | A100-vol-parked | qwen/qwen3-8b | cold | 0 | 0 | 175,788 | 173,049 | 1,452 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact, but it does not directly affect the specific stocks listed (NVDA, TSM, AAPL) in a material way. It could influence interest rates and overall market sentiment, but the effect | {"idle": 1, "initializing": 0, "ready": 1, "running": 0, "throttled": 0, "unhealthy": 0} | null |
2026-09-27T20:34:54+00:00 | kbme98hqtjthdl | A100-vol-parked | qwen/qwen3-8b | warm | 0 | 1 | 1,535 | 57 | 1,252 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-27T20:42:02+00:00 | kbme98hqtjthdl | A100-vol2 | qwen/qwen3-8b | cold | 0 | 0 | 154,780 | 152,741 | 1,351 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact, but it does not directly affect the specific stocks listed (NVDA, TSM, AAPL) in a material way. It could influence interest rates and overall market sentiment, but the effect | {"idle": 1, "initializing": 0, "ready": 1, "running": 0, "throttled": 0, "unhealthy": 0} | null |
2026-09-27T20:46:06+00:00 | kbme98hqtjthdl | A100-vol2 | qwen/qwen3-8b | warm | 0 | 1 | 243,861 | 241,627 | 1,445 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact, but it does not directly affect the specific stocks listed (NVDA, TSM, AAPL) in a material way. It could influence interest rates and overall market sentiment, but the effect | null | null |
2026-09-27T20:46:09+00:00 | kbme98hqtjthdl | A100-vol2 | qwen/qwen3-8b | warm | 0 | 2 | 2,544 | 53 | 1,289 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-27T20:46:11+00:00 | kbme98hqtjthdl | A100-vol2 | qwen/qwen3-8b | warm | 0 | 3 | 2,045 | 53 | 1,271 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-27T20:49:13+00:00 | kbme98hqtjthdl | H100-vol2 | qwen/qwen3-8b | cold | 0 | 0 | 2,495 | 934 | 1,347 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | {"idle": 1, "initializing": 0, "ready": 1, "running": 0, "throttled": 0, "unhealthy": 0} | null |
2026-09-27T20:49:14+00:00 | kbme98hqtjthdl | H100-vol2 | qwen/qwen3-8b | warm | 0 | 1 | 1,528 | 50 | 1,227 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-27T20:49:16+00:00 | kbme98hqtjthdl | H100-vol2 | qwen/qwen3-8b | warm | 0 | 2 | 1,604 | 57 | 1,249 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-27T20:49:18+00:00 | kbme98hqtjthdl | H100-vol2 | qwen/qwen3-8b | warm | 0 | 3 | 1,540 | 58 | 1,238 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-27T21:04:32+00:00 | kbme98hqtjthdl | H100-vol2-ghost | qwen/qwen3-8b | cold | 0 | 0 | 149,412 | 147,602 | 1,422 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | {"idle": 1, "initializing": 0, "ready": 1, "running": 0, "throttled": 0, "unhealthy": 0} | null |
2026-09-27T21:04:34+00:00 | kbme98hqtjthdl | H100-vol2-ghost | qwen/qwen3-8b | warm | 0 | 1 | 1,547 | 52 | 1,266 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-27T21:04:36+00:00 | kbme98hqtjthdl | H100-vol2-ghost | qwen/qwen3-8b | warm | 0 | 2 | 1,917 | 50 | 1,229 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-27T21:04:37+00:00 | kbme98hqtjthdl | H100-vol2-ghost | qwen/qwen3-8b | warm | 0 | 3 | 1,535 | 56 | 1,271 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-28T22:53:01+00:00 | kbme98hqtjthdl | A100-vol-nocache | qwen/qwen3-8b | cold | 0 | 0 | 185,245 | 183,547 | 1,293 | COMPLETED | 140 | 64 | stop | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect NVDA, TSM, or AAPL. It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these stocks."} | {"idle": 0, "initializing": 0, "ready": 0, "running": 0, "throttled": 0, "unhealthy": 0} | null |
2026-09-28T22:53:02+00:00 | kbme98hqtjthdl | A100-vol-nocache | qwen/qwen3-8b | warm | 0 | 1 | 1,432 | 53 | 1,140 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-28T22:53:04+00:00 | kbme98hqtjthdl | A100-vol-nocache | qwen/qwen3-8b | warm | 0 | 2 | 1,548 | 59 | 1,227 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-28T22:53:05+00:00 | kbme98hqtjthdl | A100-vol-nocache | qwen/qwen3-8b | warm | 0 | 3 | 1,400 | 56 | 1,146 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-28T23:04:37+00:00 | kbme98hqtjthdl | A100-vol-nocache-c1 | qwen/qwen3-8b | cold | 0 | 0 | 321,034 | 318,852 | 1,267 | COMPLETED | 140 | 64 | stop | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect NVDA, TSM, or AAPL. It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these stocks."} | {"idle": 0, "initializing": 0, "ready": 0, "running": 0, "throttled": 1, "unhealthy": 0} | null |
2026-09-28T23:04:38+00:00 | kbme98hqtjthdl | A100-vol-nocache-c1 | qwen/qwen3-8b | warm | 0 | 1 | 1,532 | 54 | 1,247 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-28T23:04:40+00:00 | kbme98hqtjthdl | A100-vol-nocache-c1 | qwen/qwen3-8b | warm | 0 | 2 | 1,420 | 56 | 1,152 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-28T23:04:41+00:00 | kbme98hqtjthdl | A100-vol-nocache-c1 | qwen/qwen3-8b | warm | 0 | 3 | 1,532 | 54 | 1,246 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-28T23:20:03+00:00 | kbme98hqtjthdl | A100-vol-nocache-c2 | qwen/qwen3-8b | cold | 0 | 0 | 795,266 | 792,724 | 1,263 | COMPLETED | 140 | 64 | stop | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect NVDA, TSM, or AAPL. It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these stocks."} | {"idle": 0, "initializing": 0, "ready": 0, "running": 0, "throttled": 1, "unhealthy": 0} | null |
2026-09-28T23:20:05+00:00 | kbme98hqtjthdl | A100-vol-nocache-c2 | qwen/qwen3-8b | warm | 0 | 1 | 2,600 | 65 | 1,268 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-28T23:20:07+00:00 | kbme98hqtjthdl | A100-vol-nocache-c2 | qwen/qwen3-8b | warm | 0 | 2 | 1,570 | 54 | 1,241 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
2026-09-28T23:20:09+00:00 | kbme98hqtjthdl | A100-vol-nocache-c2 | qwen/qwen3-8b | warm | 0 | 3 | 1,976 | 55 | 1,146 | COMPLETED | 140 | 64 | length | {"score": 2, "reason": "The Federal Reserve's decision not to change rates may have a broad market impact but does not directly affect the specific stocks listed (NVDA, TSM, AAPL). It could influence interest rates and overall market sentiment, but the effect is not immediate or specific to these | null | null |
Runpod Serverless LLM benchmarks
Raw benchmark output from running LLM inference on Runpod Serverless
between 2026-09-23 and 2026-10-01: cold-start timelines, load sweeps, per-request latencies, the workers' own
boot logs, and an LLM scoring job run against several backends. Two engines appear on the same GPU and model —
emberserve (my from-scratch inference engine, formerly
pagedserve) and Runpod's worker-vllm — which is what makes the data worth keeping.
This is the landing zone of serverless-lakehouse,
a bronze → silver → gold pipeline (local PySpark + Delta Lake) whose gold layer is served as a
Space. The files here are byte-identical
to data/landing/ in that repository: every table, chart and headline number in the pipeline is reproducible
from this dataset alone with make bronze && make silver && make gold.
What is in it
| folder / file | files | format | one record is |
|---|---|---|---|
landing/emberserve/results/serverless_coldstart_*.json |
13 | JSON (one object per series) | a cold-start series: runs[] of {cold request, warm request, worker health before}, with delay_ms / execution_ms / worker_id per request and, where the engine wrote them, phases_s and a timeline |
landing/emberserve/results/runpod_serverless_*.json |
10 | JSON | a load sweep: runs[] per request rate (1 → ∞) with summary latencies; four files also carry per-request records[] (arrival, first token, finish) |
landing/pulse/results.csv (+ results_v0.csv, bench/logs/results_runs1-3.csv) |
3 | CSV | one cold-start request from the Pulse coldstart.py harness: endpoint, typed GPU label, kind (cold/warm), cycle, delay_ms, exec_ms, status, tokens, workers_before JSON. results_v0.csv is an earlier 15-column layout of the same runs 1–3 |
landing/pulse/results_throughput.csv |
1 | CSV | one request of a prefix-cache on/off throughput run |
landing/pulse/bench/quality.csv, quality_batches.csv |
2 | CSV | one scored article / one 50-article batch of the Pulse scoring job across Runpod (Qwen3-8B, Qwen3-32B-AWQ), Claude, OpenRouter and Ollama backends, with the price table used |
landing/pulse/bench/logs/*.log, landing/emberserve/results/*_worker_log.txt |
18 | text | a worker's console export: vLLM's own boot lines (Loading weights took …, torch.compile took …, Graph capturing finished in …, init engine … took …, Application startup complete), in three timestamp formats |
landing/manifest.json |
1 | JSON | provenance: source root, sha256 of the source and of the landed copy, byte count, redaction count and dataset tag for every file |
gold/gold_report.md, gold/gold.json |
2 | Markdown / JSON | the derived gold tables as of the commit that published this dataset — the same snapshot the Space renders |
The four CSVs are exposed as viewer configs; the JSON and log files are raw and are read by the pipeline's
bronze step (lakehouse/bronze.py), which keeps one row per runs[] / records[] element and leaves nested
objects as JSON strings.
Hardware in the data: RTX 4090 (24 GB PRO tier), A40 and RTX A6000 (48 GB tier), A100 and H100 with a network volume, and one unidentified 24 GB-tier card. Models: Qwen3-8B (most runs), Qwen3-32B-AWQ, Qwen2.5-0.5B and Qwen2.5-7B.
Things to know before using it
- Observational, not controlled. Cohorts differ in engine build, host state (fresh host pulling the image vs. same-night rerun), date and endpoint settings. Pooled medians across cohorts are labelled pooled in the pipeline for that reason.
- A GPU label is what the operator typed, not where Runpod placed the job.
gpuin the Pulse CSVs is a command-line argument; run 7 on endpoint4ib59mjp0vgaaocarried the 24 GB PRO label but ran on an A40 (its worker boot is inendpoint_logs_1450-1553_4090_and_A40.log). The pipeline corrects it with a seed row; the raw files are left as written. - Timestamps. CSV
ts_utcis ISO-8601 UTC. Worker logs mix three formats: console exports inGMT-0400, API-style ISOZ, and one laptop-local export inAmerica/New_Yorkwhose lines also carry the wrapper's own UTC stamp. - FlashBoot. Only one series file records the engine's
flashboot_resumeflag; elsewhere a "fast cold response" is a proxy (successful cold-labelled request under 5 s) and cannot be told from a worker that was still warm. - Not here: the Pulse
quality_*.logfiles,.env, server-side logs and the article fixture.
Redaction and provenance
Every file passed through lakehouse/land.py, which copies source bytes through one credential-pattern list
(HF / Runpod / OpenAI-style keys, GitHub and Slack tokens, AWS keys, PEM blocks, JWTs, Bearer/Basic auth,
key=value secrets) and records what it removed in manifest.json. redactions_total is 0: the sources were
already clean — the api_key field in sweep args is "<redacted>" at source. Endpoint IDs and worker IDs are
kept; they are not credentials (every call needs a bearer key) and are already public in the emberserve repo.
manifest.json lets you verify any file: sha256sum landing/<path> must equal that file's sha256_landed.
License and citation
MIT, same as the pipeline. If you use it:
Sreedhar, A. (2026). Runpod Serverless LLM benchmarks: cold starts, worker logs, load sweeps, scoring runs.
https://huggingface.co/datasets/ashwin-sreedhar/runpod-serverless-benchmarks
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