OpenAI compatible API · Attested · Public status

Google: Gemma 4 31B vs Qwen: Qwen3.8 2.4T A95B

Google: Gemma 4 31B vs Qwen: Qwen3.8 2.4T A95B: 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 the lower cheapest prompt+completion route on TrustedRouter. Google: Gemma 4 31B has more provider fallback routes, while Qwen: Qwen3.8 2.4T A95B has the larger context window. Probe-backed speed data is shown when enough recent samples exist.

$0.4642/1MGoogle: Gemma 4 31B cheapest route
$8.44/1MQwen: Qwen3.8 2.4T A95B cheapest route
1094 msGoogle: Gemma 4 31B fastest measured p50 TTFT via friendli
not enough dataQwen: Qwen3.8 2.4T A95B fastest measured p50 TTFT

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 31BQwen: Qwen3.8 2.4T A95B
Model idgoogle/gemma-4-31b-itqwen/qwen3.8-2.4t-a95b
Context262,144 tokens1,000,000 tokens
Credits provider routes133
Cheapest route$0.4642/1M$8.44/1M
Cached input$0.02743/1M to $0.1477/1M$0.211/1M to $0.26375/1M
Privacy posturehas provider E2EE routehas ZDR route
Fastest measured p50 TTFT1094 ms via friendlinot enough data
Highest measured throughput114 tok/s via tinfoilnot enough data
Recent route uptime range0.00% to 100.00%100.00%
Modes chat chat

Google: Gemma 4 31B routes

Qwen: Qwen3.8 2.4T A95B routes

Related comparisons

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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 Qwen: Qwen3.8 2.4T A95B?

Google: Gemma 4 31B has the lower cheapest prompt+completion route on TrustedRouter. Google: Gemma 4 31B has more provider fallback routes, while Qwen: Qwen3.8 2.4T A95B has the larger context window. Probe-backed speed data is shown when enough recent samples exist.

Is Google: Gemma 4 31B or Qwen: Qwen3.8 2.4T A95B cheaper?

The current cheapest TrustedRouter route is $0.4642/1M for Google: Gemma 4 31B and $8.44/1M for Qwen: Qwen3.8 2.4T A95B. The comparison uses current catalog prices and updates as provider pricing changes.

Is Google: Gemma 4 31B or Qwen: Qwen3.8 2.4T A95B faster?

Current measured p50 time to first token is 1094 ms for Google: Gemma 4 31B and not enough data for Qwen: Qwen3.8 2.4T A95B. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test Google: Gemma 4 31B and Qwen: Qwen3.8 2.4T A95B 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 qwen/qwen3.8-2.4t-a95b. This makes side-by-side evals possible without maintaining two provider integrations.

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