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Ranks providers by estimated time to return 500 tokens, combining the wait for the first token with output speed.
MARA currently ranks first at 3.14 s via mara.
| Rank | Provider / route | Estimated response time | Speed measurements | Endpoint details |
|---|---|---|---|---|
| #1 | Provider / route MARA mara | Estimated response time3.14 s | Speed measurements
| Endpoint details
|
| #2 | Provider / route Friendli friendli | Estimated response time4.08 s | Speed measurements
| Endpoint details
|
| #3 | Provider / route Parasail parasail/fp8 | Estimated response time4.51 s | Speed measurements
| Endpoint details
|
| #4 | Provider / route StreamLake streamlake | Estimated response time4.60 s | Speed measurements
| Endpoint details
|
| #5 | Provider / route Weights & Biases wandb/fp8 | Estimated response time6.45 s | Speed measurements
| Endpoint details
|
| #6 | Provider / route DigitalOcean digitalocean | Estimated response time8.28 s | Speed measurements
| Endpoint details
|
| #7 | Provider / route Inceptron inceptron/fp8 | Estimated response time9.09 s | Speed measurements
| Endpoint details
|
| #8 | Provider / route DeepInfra deepinfra/fp8 | Estimated response time9.63 s | Speed measurements
| Endpoint details
|
| #9 | Provider / route MiniMax minimax/fp8 | Estimated response time10.51 s | Speed measurements
| Endpoint details
|
| #10 | Provider / route Venice venice | Estimated response time10.55 s | Speed measurements
| Endpoint details
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| #11 | Provider / route SiliconFlow siliconflow/fp8 | Estimated response time11.24 s | Speed measurements
| Endpoint details
|
| #12 | Provider / route MiniMax minimax/highspeed | Estimated response time12.53 s | Speed measurements
| Endpoint details
|
| #13 | Provider / route Chutes chutes/fp8 | Estimated response time15.22 s | Speed measurements
| Endpoint details
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| #14 | Provider / route Phala phala | Estimated response time15.63 s | Speed measurements
| Endpoint details
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| #15 | Provider / route NovitaAI novita/fp8 | Estimated response time57.18 s | Speed measurements
| Endpoint details
|
| #16 | Provider / route AtlasCloud atlas-cloud/fp8 | Estimated response time64.71 s | Speed measurements
| Endpoint details
|
Endpoint data fetched .
MiniMax M2.5 endpoint guide
16 of 16 MiniMax M2.5 endpoints currently have the published data required for this ranking. MARA leads at 3.14 s via mara. 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.
Friendli currently ranks second at 4.08 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 M2.5 has 16 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.
