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Ranks providers by estimated time to return 500 tokens, combining the wait for the first token with output speed.
Groq currently ranks first at 1.82 s via groq.
| Rank | Provider / route | Estimated response time | Speed measurements | Endpoint details |
|---|---|---|---|---|
| #1 | Provider / route Groq groq | Estimated response time1.82 s | Speed measurements
| Endpoint details
|
| #2 | Provider / route Fireworks fireworks | Estimated response time3.45 s | Speed measurements
| Endpoint details
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| #3 | Provider / route Together together/fp4 | Estimated response time3.72 s | Speed measurements
| Endpoint details
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| #4 | Provider / route MARA mara | Estimated response time3.86 s | Speed measurements
| Endpoint details
|
| #5 | Provider / route SambaNova sambanova/minimax-m2.7-dedicated | Estimated response time5.81 s | Speed measurements
| Endpoint details
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| #6 | Provider / route SambaNova sambanova | Estimated response time5.90 s | Speed measurements
| Endpoint details
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| #7 | Provider / route MiniMax minimax/fp8 | Estimated response time10.43 s | Speed measurements
| Endpoint details
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| #8 | Provider / route DeepInfra deepinfra/turbo | Estimated response time11.56 s | Speed measurements
| Endpoint details
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| #9 | Provider / route GMICloud gmicloud/fp8 | Estimated response time12.32 s | Speed measurements
| Endpoint details
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| #10 | Provider / route MiniMax minimax/highspeed | Estimated response time14.20 s | Speed measurements
| Endpoint details
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| #11 | Provider / route NovitaAI novita/fp8 | Estimated response time14.99 s | Speed measurements
| Endpoint details
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| #12 | Provider / route DeepInfra deepinfra/fp8 | Estimated response time19.12 s | Speed measurements
| Endpoint details
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| #13 | Provider / route Morph morph | Estimated response time28.74 s | Speed measurements
| Endpoint details
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| #14 | Provider / route AtlasCloud atlas-cloud/fp8 | Estimated response time43.67 s | Speed measurements
| Endpoint details
|
Endpoint data fetched .
MiniMax M2.7 endpoint guide
14 of 14 MiniMax M2.7 endpoints currently have the published data required for this ranking. Groq leads at 1.82 s via groq. 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 3.45 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.
MiniMax M2.7 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.
