Google: Gemma 4 31B Performance
Try Gemma 4 31B on us. Starter credit covers your first requests, then one key reaches all 13 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 |
|---|---|---|---|---|---|---|
| friendli | 940 ms | 2015 ms | 383 tok/s n=1 | 100.00% | — | 3 |
| tinfoil | 1233 ms | 2672 ms | 87 tok/s n=1 | 100.00% | — | 5 |
| regolo | 1435 ms | 1435 ms | 165 tok/s n=1 | 100.00% | — | 1 |
| digitalocean | 1525 ms | 2159 ms | — | 100.00% | — | 3 |
| sail-research | 2092 ms | 2092 ms | — | 100.00% | — | 1 |
| wandb | 3137 ms | 3137 ms | 56 tok/s n=1 | 100.00% | — | 1 |
| crusoe | — | — | 90 tok/s n=2 | — | — | 0 |
| deepinfra | — | — | 38 tok/s n=1 | — | — | 0 |
| greenference | — | — | 85 tok/s n=2 | — | — | 0 |
| io-net | — | — | 81 tok/s n=1 | — | — | 0 |
| novita | — | — | 32 tok/s n=1 | — | — | 0 |
| parasail | — | — | 48 tok/s n=1 | — | — | 0 |
| siliconflow | — | — | 95 tok/s n=1 | — | — | 0 |
Full provider & model leaderboard.
13 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.