OpenAI compatible API · Attested · Public status

Google: Gemma 4 31B vs tool-choice

Google: Gemma 4 31B has more Credits provider routes and the larger context window. tool-choice has the lower published input-plus-output rate. There is not enough recent probe data to compare speed. Compare price, speed, context, and privacy.

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 and the larger context window. tool-choice has the lower published input-plus-output rate. There is not enough recent probe data to compare speed.

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

$0.11605/1Mtool-choice cheapest route

567 msGoogle: Gemma 4 31B fastest measured p50 TTFT via nvidia-nim

not enough datatool-choice fastest measured p50 TTFT

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.

Google: Gemma 4 31Btool-choice

Model idgoogle/gemma-4-31b-itneurometric/tool-choice

Publisher Google AI Studio Neurometric AI

AI IQ IQ 101#110 —

Context262,144 tokens32,768 tokens

Credits provider routes171

Cheapest route$0.45365/1M$0.11605/1M

Cached input$0.03798/1M to $0.26375/1MNot published

Privacy posturehas Confidential route (E2EE + ZDR)provider posture varies

Fastest measured p50 TTFT567 ms via nvidia-nimnot enough data

Highest measured throughput345 tok/s via friendlinot enough data

Recent route uptime range0.00% to 100.00%100.00%

Modes chat chat

Google: Gemma 4 31B routes

Overview17 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

tool-choice routes

Overview1 Credits routes

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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.

OpenAI clientPython

client = OpenAI(
    base_url="https://api.trustedrouter.com/v1",
    api_key="sk-tr-v1-..."
)

response = client.chat.completions.create(
    model="google/gemma-4-31b-it",
    messages=messages,
)

Questions

Which should I use, Google: Gemma 4 31B or tool-choice?

Google: Gemma 4 31B has more Credits provider routes and the larger context window. tool-choice has the lower published input-plus-output rate. There is not enough recent probe data to compare speed.

Is Google: Gemma 4 31B or tool-choice cheaper?

The current cheapest TrustedRouter route is $0.45365/1M for Google: Gemma 4 31B and $0.11605/1M for tool-choice. The comparison uses current catalog prices and updates as provider pricing changes.

Is Google: Gemma 4 31B or tool-choice faster?

Current measured p50 time to first token is 567 ms for Google: Gemma 4 31B and not enough data for tool-choice. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test Google: Gemma 4 31B and tool-choice with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between google/gemma-4-31b-it and neurometric/tool-choice. This makes side-by-side evals possible without maintaining two provider integrations.