Google: Gemma 4 31B Performance
Try Gemma 4 31B on us. Starter credit covers your first requests, then one key reaches all 16 provider routes with automatic failover.
google/gemma-4-31b-it
Measured performance
Continuously sampled p50/p95 time-to-first-token (TTFT), effective throughput, and success rate for Google: Gemma 4 31B. Effective throughput uses provider-reported output tokens over complete request time. Unsupported route and probe-configuration rows are separated from provider downtime, and no prompt or output content is stored.
| Provider | p50 TTFT | p95 TTFT | Effective throughput | Uptime | Config excluded | Availability samples |
|---|---|---|---|---|---|---|
| tinfoil | 1050 ms | 3028 ms | 107 tok/s n=1 | 100.00% | — | 29 |
| parasail | 951 ms | 951 ms | 16 tok/s n=1 | 100.00% | — | 1 |
| sail-research | 987 ms | 7015 ms | — | 100.00% | — | 4 |
| wandb | 1040 ms | 1040 ms | 199 tok/s n=1 | 100.00% | — | 1 |
| friendli | 1090 ms | 3194 ms | 120 tok/s n=1 | 100.00% | — | 4 |
| crusoe | 1283 ms | 1283 ms | 126 tok/s n=1 | 100.00% | — | 1 |
| regolo | 1617 ms | 1617 ms | 140 tok/s n=1 | 100.00% | — | 1 |
| siliconflow | 1993 ms | 1993 ms | — | 100.00% | — | 1 |
| sambanova | 2536 ms | 12067 ms | 71 tok/s n=1 | 100.00% | — | 5 |
| digitalocean | 3030 ms | 3313 ms | — | 100.00% | — | 3 |
| io-net | 4023 ms | 4023 ms | 90 tok/s n=1 | 100.00% | — | 1 |
| deepinfra | — | — | 79 tok/s n=1 | — | — | 0 |
| greenference | — | — | 72 tok/s n=1 | — | 1 rate_limit_exceeded |
0 |
| novita | — | — | 27 tok/s n=1 | — | — | 0 |
| nvidia-nim | — | — | — | 0.00% | — | 3 |
| pearl | — | — | — | — | 4 unsupported_route |
0 |
Full provider & model leaderboard.
16 routes.
More routes give the auto router more room to fail over around provider 429 and 5xx responses.
Gateway overhead is measured separately.
Public status separates TLS/health overhead from full model latency so slow LLMs do not inflate the router metric.
Metadata rollups.
Status samples store latency, outcome, provider, model, route, cost, and region metadata only.
View public status or inspect provider routes.