OpenAI compatible API · Attested · Public status

Google: Gemma 4 31B vs Qwen/Qwen3-Coder-480B-A35B-Instruct-FP8

Google: Gemma 4 31B vs Qwen/Qwen3-Coder-480B-A35B-Instruct-FP8: 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 and the larger context window. A published Credits price comparison is not available for both models. There is not enough recent probe data to compare speed.

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

$5.697/1MQwen/Qwen3-Coder-480B-A35B-Instruct-FP8 cheapest route

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

not enough dataQwen/Qwen3-Coder-480B-A35B-Instruct-FP8 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 31BQwen/Qwen3-Coder-480B-A35B-Instruct-FP8

Model idgoogle/gemma-4-31b-itqwen/qwen3-coder-480b-a35b-instruct-fp8

Publisher Google AI Studio GMI Cloud

AI IQ IQ 101#99 —

Context262,144 tokens262,128 tokens

Credits provider routes160

Cheapest route$0.45365/1M$5.697/1M

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

Privacy posturehas provider E2EE routeprovider posture varies

Fastest measured p50 TTFT962 ms via friendlinot enough data

Highest measured throughput271 tok/s via tinfoilnot enough data

Recent route uptime range50.00% to 100.00%not enough data

Modes chat chat

Google: Gemma 4 31B routes

Overview16 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

Qwen/Qwen3-Coder-480B-A35B-Instruct-FP8 routes

Overview0 Credits routes

Related comparisons

Browse every comparison

Google: Gemma 4 31B vs Z.ai: GLM 5.243 combined provider routes
Google: Gemma 4 31B vs Z.ai: GLM 5.343 combined provider routes
Google: Gemma 4 31B vs Z.ai: GLM 5.3 Flash42 combined provider routes
Google: Gemma 4 31B vs MoonshotAI: Kimi K340 combined provider routes
DeepSeek: DeepSeek V4 Flash 0731 vs Google: Gemma 4 31B39 combined provider routes
Google: Gemma 4 31B vs OpenAI: gpt-oss-120b39 combined provider routes
DeepSeek: DeepSeek V4.1 Flash vs Google: Gemma 4 31B35 combined provider routes
Google: Gemma 4 31B vs MoonshotAI: Kimi K2.633 combined provider routes

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-Coder-480B-A35B-Instruct-FP8?

Is Google: Gemma 4 31B or Qwen/Qwen3-Coder-480B-A35B-Instruct-FP8 cheaper?

The current cheapest TrustedRouter route is $0.45365/1M for Google: Gemma 4 31B and $5.697/1M for Qwen/Qwen3-Coder-480B-A35B-Instruct-FP8. The comparison uses current catalog prices and updates as provider pricing changes.

Is Google: Gemma 4 31B or Qwen/Qwen3-Coder-480B-A35B-Instruct-FP8 faster?

Current measured p50 time to first token is 962 ms for Google: Gemma 4 31B and not enough data for Qwen/Qwen3-Coder-480B-A35B-Instruct-FP8. 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-Coder-480B-A35B-Instruct-FP8 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-coder-480b-a35b-instruct-fp8. This makes side-by-side evals possible without maintaining two provider integrations.