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Highest Output-Speed Gemma 3 12B Inference Providers

Ranks providers by their recent typical output speed in tokens per second. Providers without enough recent data remain visible after ranked rows.

DeepInfra currently ranks first at 12.0 tok/s via deepinfra/bf16.

Provider options:
1
Ranked:
1
Metric:
Output speed

Highest output speed endpoint ranking

Highest Output-Speed Gemma 3 12B Inference Providers
RankProvider / routeOutput speedSpeed measurementsEndpoint details
#1Provider / route
DeepInfradeepinfra/bf16
Output speed12.0 tok/sSpeed measurements
500-token response
41.93 s
Response starts
0.27 s
Output speed
12.0 tok/s
Endpoint details
Input price
$0.05 / 1M tokens
Output price
$0.15 / 1M tokens
Uptime (30 min)
100.00%
Context
131.1K

Endpoint data fetched .

Gemma 3 12B endpoint guide

How to interpret the Highest Output-Speed Gemma 3 12B Inference Providers

1 of 1 Gemma 3 12B endpoint currently have the published data required for this ranking. DeepInfra leads at 12.0 tok/s via deepinfra/bf16. The table keeps unranked routes visible so missing measurements do not look like missing provider availability.

How generation throughput is ranked

The output-speed ranking compares recent median generated tokens per second. It favors routes that complete long generations quickly, while first-token latency remains a separate measure of how responsive the endpoint feels at the beginning.

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.