OpenAI compatible API · Attested · Public status

FLUX.2 [max] vs Google: Gemma 4 31B

FLUX.2 [max] vs Google: Gemma 4 31B: compare current API pricing, context, provider routes, privacy, p50 latency, and OpenAI-compatible access.

Verify gateway

Onebase URL to migrate

100sof models and routes

0prompt or output logs. Always.

Compare routesProviders, price, context, and policy posture in one view.

Use auto when uptime mattersKeep a primary model and let fallback handle provider failures.

Same API shapeUse the OpenAI client and set the model you want.

Practical read

Monthly evidence

Google: Gemma 4 31B has more Credits provider routes. A published Credits price comparison is not available for both models. There is not enough recent probe data to compare speed.

selected routeFLUX.2 [max] cheapest route

$0.45365/1MGoogle: Gemma 4 31B cheapest route

not enough dataFLUX.2 [max] fastest measured p50 TTFT

1045 msGoogle: Gemma 4 31B fastest measured p50 TTFT via friendli

The price comparison adds each route's rate for one million input tokens and one million output tokens; your cost depends on your input/output mix. Prices and live route measurements can change. Use the monthly reports when you need a stable evidence window, then run a small task-specific eval before choosing a production default.

FLUX.2 [max]Google: Gemma 4 31B

Model idblack-forest-labs/flux-2-maxgoogle/gemma-4-31b-it

Publisher Black Forest Labs Google AI Studio

AI IQ — IQ 103#79

Context0 tokens262,144 tokens

Credits provider routes115

Cheapest routeselected route$0.45365/1M

Cached inputNot published$0.03798/1M to $0.26375/1M

Privacy postureprovider posture varieshas provider E2EE route

Fastest measured p50 TTFTnot enough data1045 ms via friendli

Highest measured throughputnot enough data146 tok/s via tinfoil

Recent route uptime rangenot enough data0.00% to 100.00%

Modes chat

FLUX.2 [max] routes

Overview1 Credits routes

Google: Gemma 4 31B routes

Overview15 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

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Production choice

Pick a default model. Keep fallback enabled.

TrustedRouter is useful when you know the model you want, but still need provider rollover, budget limits, usage records, and a prompt path you can verify.

Questions

Which should I use, FLUX.2 [max] or Google: Gemma 4 31B?

Google: Gemma 4 31B has more Credits provider routes. A published Credits price comparison is not available for both models. There is not enough recent probe data to compare speed.

Is FLUX.2 [max] or Google: Gemma 4 31B cheaper?

The current cheapest TrustedRouter route is selected route for FLUX.2 [max] and $0.45365/1M for Google: Gemma 4 31B. The comparison uses current catalog prices and updates as provider pricing changes.

Is FLUX.2 [max] or Google: Gemma 4 31B faster?

Current measured p50 time to first token is not enough data for FLUX.2 [max] and 1045 ms for Google: Gemma 4 31B. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test FLUX.2 [max] and Google: Gemma 4 31B with the same API?

Both use the same TrustedRouter base URL and API key. At least one of them is not a chat model, so the request can differ as well as the model id: the API docs list the route for each kind of model.