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Ranks providers by estimated time to return 500 tokens, combining the wait for the first token with output speed.
Baseten currently ranks first at 6.83 s via baseten/fp4.
| Rank | Provider / route | Estimated response time | Speed measurements | Endpoint details |
|---|---|---|---|---|
| #1 | Provider / route Baseten baseten/fp4 | Estimated response time6.83 s | Speed measurements
| Endpoint details
|
| #2 | Provider / route Fireworks fireworks | Estimated response time9.77 s | Speed measurements
| Endpoint details
|
| #3 | Provider / route Together together | Estimated response time11.00 s | Speed measurements
| Endpoint details
|
| #4 | Provider / route DeepSeek deepseek | Estimated response time11.08 s | Speed measurements
| Endpoint details
|
| #5 | Provider / route GMICloud gmicloud/fp8 | Estimated response time11.76 s | Speed measurements
| Endpoint details
|
| #6 | Provider / route Baidu Qianfan baidu/fp8 | Estimated response time13.24 s | Speed measurements
| Endpoint details
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| #7 | Provider / route NovitaAI novita/fp8 | Estimated response time14.99 s | Speed measurements
| Endpoint details
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| #8 | Provider / route Alibaba Cloud Int. alibaba | Estimated response time15.26 s | Speed measurements
| Endpoint details
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| #9 | Provider / route SiliconFlow siliconflow/fp8 | Estimated response time17.87 s | Speed measurements
| Endpoint details
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| #10 | Provider / route DeepInfra deepinfra/fp4 | Estimated response time18.03 s | Speed measurements
| Endpoint details
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| #11 | Provider / route DigitalOcean digitalocean | Estimated response time21.63 s | Speed measurements
| Endpoint details
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| #12 | Provider / route StreamLake streamlake/fp8 | Estimated response time21.66 s | Speed measurements
| Endpoint details
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| #13 | Provider / route Venice venice | Estimated response time33.49 s | Speed measurements
| Endpoint details
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| #14 | Provider / route Weights & Biases wandb/fp8 | Estimated response time84.51 s | Speed measurements
| Endpoint details
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| #15 | Provider / route AtlasCloud atlas-cloud/fp4 | Estimated response time168.73 s | Speed measurements
| Endpoint details
|
| — | Provider / route Parasail parasail/fp8 | Estimated response timeInsufficient recent data | Speed measurements
| Endpoint details
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Endpoint data fetched .
DeepSeek V4 Pro endpoint guide
15 of 16 DeepSeek V4 Pro endpoints currently have the published data required for this ranking. Baseten leads at 6.83 s via baseten/fp4. The table keeps unranked routes visible so missing measurements do not look like missing provider availability.
The fastest ranking estimates a 500-token answer by adding the recent median first-token wait to 500 divided by median output throughput. It represents an example complete response, not a guarantee for every prompt or request size.
Fireworks currently ranks second at 9.77 s. Compare that gap with input and output price, response-start time, output speed, 30-minute uptime, context length, and the exact route before deciding whether first place is meaningful for your workload.
DeepSeek V4 Pro has 16 published provider options, and performance data is matched to each exact OpenRouter routing tag. Different quantization, context, regional deployment, or provider configuration can change price and behavior even when the underlying model name is identical.
