How to interpret the Highest Output-Speed DeepSeek V3.2 Exp Inference Providers
3 of 3 DeepSeek V3.2 Exp endpoints currently have the published data required for this ranking. SiliconFlow leads at 26.0 tok/s via siliconflow/fp8. The table keeps unranked routes visible so missing measurements do not look like missing provider availability.
How generation throughput is ranked
The output-speed ranking compares recent median generated tokens per second. It favors routes that complete long generations quickly, while first-token latency remains a separate measure of how responsive the endpoint feels at the beginning.
Compare SiliconFlow with the next option
NovitaAI currently ranks second at 22.0 tok/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.
Use the route, not only the provider name
DeepSeek V3.2 Exp has 3 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.