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Ranks providers by estimated time to return 500 tokens, combining the wait for the first token with output speed.
Google Vertex currently ranks first at 4.16 s via google-vertex.
| Rank | Provider / route | Estimated response time | Speed measurements | Endpoint details |
|---|---|---|---|---|
| #1 | Provider / route Google Vertex google-vertex | Estimated response time4.16 s | Speed measurements
| Endpoint details
|
| #2 | Provider / route Cerebras cerebras/fp16 | Estimated response time5.58 s | Speed measurements
| Endpoint details
|
| #3 | Provider / route DeepInfra deepinfra/fp4 | Estimated response time14.40 s | Speed measurements
| Endpoint details
|
| #4 | Provider / route Venice venice/fp4 | Estimated response time19.57 s | Speed measurements
| Endpoint details
|
| #5 | Provider / route NovitaAI novita/fp8 | Estimated response time25.52 s | Speed measurements
| Endpoint details
|
| #6 | Provider / route StreamLake streamlake/fp8 | Estimated response time26.75 s | Speed measurements
| Endpoint details
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| #7 | Provider / route Z.ai z-ai/fp4 | Estimated response time28.36 s | Speed measurements
| Endpoint details
|
| #8 | Provider / route Phala phala | Estimated response time35.02 s | Speed measurements
| Endpoint details
|
| #9 | Provider / route AtlasCloud atlas-cloud/fp8 | Estimated response time51.86 s | Speed measurements
| Endpoint details
|
Endpoint data fetched .
GLM 4.7 endpoint guide
9 of 9 GLM 4.7 endpoints currently have the published data required for this ranking. Google Vertex leads at 4.16 s via google-vertex. 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.
Cerebras currently ranks second at 5.58 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.
GLM 4.7 has 9 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.
