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Ranks providers by estimated time to return 500 tokens, combining the wait for the first token with output speed.
Alibaba Cloud Int. currently ranks first at 13.62 s via alibaba.
| Rank | Provider / route | Estimated response time | Speed measurements | Endpoint details |
|---|---|---|---|---|
| #1 | Provider / route Alibaba Cloud Int. alibaba | Estimated response time13.62 s | Speed measurements
| Endpoint details
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| #2 | Provider / route DeepInfra deepinfra/fp8 | Estimated response time21.23 s | Speed measurements
| Endpoint details
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| #3 | Provider / route Phala phala | Estimated response time23.87 s | Speed measurements
| Endpoint details
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| #4 | Provider / route NovitaAI novita/bf16 | Estimated response time24.60 s | Speed measurements
| Endpoint details
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| #5 | Provider / route SiliconFlow siliconflow/fp8 | Estimated response time64.95 s | Speed measurements
| Endpoint details
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Endpoint data fetched .
Qwen3 VL 30B A3B Instruct endpoint guide
5 of 5 Qwen3 VL 30B A3B Instruct endpoints currently have the published data required for this ranking. Alibaba Cloud Int. leads at 13.62 s via alibaba. 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.
DeepInfra currently ranks second at 21.23 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.
Qwen3 VL 30B A3B Instruct has 5 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.
