How to interpret the Fastest Gemma 3 12B Inference Providers
1 of 1 Gemma 3 12B endpoint currently have the published data required for this ranking. DeepInfra leads at 41.93 s via deepinfra/bf16. The table keeps unranked routes visible so missing measurements do not look like missing provider availability.
How complete response time is ranked
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.
Compare DeepInfra with the next option
Only 1 route currently qualifies, so the rank alone provides limited choice. Review every visible endpoint for price, speed, uptime, context length, and route-specific configuration.
Use the route, not only the provider name
Gemma 3 12B has 1 published provider option, 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.