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Ranks providers by estimated time to return 500 tokens, combining the wait for the first token with output speed.
DigitalOcean currently ranks first at 10.21 s via digitalocean.
| Rank | Provider / route | Estimated response time | Speed measurements | Endpoint details |
|---|---|---|---|---|
| #1 | Provider / route DigitalOcean digitalocean | Estimated response time10.21 s | Speed measurements
| Endpoint details
|
| #2 | Provider / route Alibaba Cloud Int. alibaba | Estimated response time11.33 s | Speed measurements
| Endpoint details
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| #3 | Provider / route Friendli friendli | Estimated response time13.79 s | Speed measurements
| Endpoint details
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| #4 | Provider / route GMICloud gmicloud/fp8 | Estimated response time16.54 s | Speed measurements
| Endpoint details
|
| #5 | Provider / route Baidu Qianfan baidu/fp8 | Estimated response time16.61 s | Speed measurements
| Endpoint details
|
| #6 | Provider / route SiliconFlow siliconflow/fp8 | Estimated response time17.25 s | Speed measurements
| Endpoint details
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| #7 | Provider / route Google Vertex google-vertex | Estimated response time19.40 s | Speed measurements
| Endpoint details
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| #8 | Provider / route SambaNova sambanova | Estimated response time21.52 s | Speed measurements
| Endpoint details
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| #9 | Provider / route NovitaAI novita/fp8 | Estimated response time22.93 s | Speed measurements
| Endpoint details
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| #10 | Provider / route StreamLake streamlake/fp8 | Estimated response time23.06 s | Speed measurements
| Endpoint details
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| #11 | Provider / route DeepInfra deepinfra/fp4 | Estimated response time30.14 s | Speed measurements
| Endpoint details
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| #12 | Provider / route Venice venice | Estimated response time32.23 s | Speed measurements
| Endpoint details
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| #13 | Provider / route AtlasCloud atlas-cloud/fp8 | Estimated response time72.70 s | Speed measurements
| Endpoint details
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| #14 | Provider / route Phala phala | Estimated response time75.59 s | Speed measurements
| Endpoint details
|
Endpoint data fetched .
DeepSeek V3.2 endpoint guide
14 of 14 DeepSeek V3.2 endpoints currently have the published data required for this ranking. DigitalOcean leads at 10.21 s via digitalocean. 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.
Alibaba Cloud Int. currently ranks second at 11.33 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 V3.2 has 14 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.
