OpenAI compatible API · Attested · Public status

Google: Gemma 3 12B vs Qwen: Qwen3.8 27B

Google: Gemma 3 12B vs Qwen: Qwen3.8 27B: 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

Qwen: Qwen3.8 27B has the lower cheapest prompt+completion route on TrustedRouter. Qwen: Qwen3.8 27B has more provider fallback routes, while Qwen: Qwen3.8 27B has the larger context window. Current TrustedRouter probes show Google: Gemma 3 12B with the lower p50 TTFT.

$0.15825/1MGoogle: Gemma 3 12B cheapest route

$0.02/1MQwen: Qwen3.8 27B cheapest route

1206 msGoogle: Gemma 3 12B fastest measured p50 TTFT via databricks

1457 msQwen: Qwen3.8 27B fastest measured p50 TTFT via engy

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 3 12BQwen: Qwen3.8 27B

Model idgoogle/gemma-3-12b-itqwen/qwen3.8-27b

Publisher Google AI Studio Novita AI

AI IQ — IQ 112#52

Context131,072 tokens1,000,000 tokens

Credits provider routes312

Cheapest route$0.15825/1M$0.02/1M

Cached inputNot published$0.015825/1M to $0.178295/1M

Privacy postureprovider posture varieshas provider E2EE route

Fastest measured p50 TTFT1206 ms via databricks1457 ms via engy

Highest measured throughputnot enough datanot enough data

Recent route uptime range100.00%0.00% to 100.00%

Modes chat chat

Google: Gemma 3 12B routes

Overview3 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

Qwen: Qwen3.8 27B routes

Overview12 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

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Google: Gemma 3 12B vs Z.ai: GLM 5.234 combined provider routes
Qwen: Qwen3.8 27B vs Z.ai: GLM 5.334 combined provider routes
Qwen: Qwen3.8 27B vs Z.ai: GLM 5.3 Flash32 combined provider routes
MoonshotAI: Kimi K2.6 vs Qwen: Qwen3.8 27B31 combined provider 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-3-12b-it",
    messages=messages,
)

Questions

Which should I use, Google: Gemma 3 12B or Qwen: Qwen3.8 27B?

Is Google: Gemma 3 12B or Qwen: Qwen3.8 27B cheaper?

The current cheapest TrustedRouter route is $0.15825/1M for Google: Gemma 3 12B and $0.02/1M for Qwen: Qwen3.8 27B. The comparison uses current catalog prices and updates as provider pricing changes.

Is Google: Gemma 3 12B or Qwen: Qwen3.8 27B faster?

Current measured p50 time to first token is 1206 ms for Google: Gemma 3 12B and 1457 ms for Qwen: Qwen3.8 27B. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test Google: Gemma 3 12B and Qwen: Qwen3.8 27B 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-3-12b-it and qwen/qwen3.8-27b. This makes side-by-side evals possible without maintaining two provider integrations.