OpenAI compatible API · Attested · Public status
Google: Gemma 3 12B vs Qwen: Qwen3 235B A22B Thinking 2507
Compare Google: Gemma 3 12B and Qwen: Qwen3 235B A22B Thinking 2507 by providers, context, price, and TrustedRouter route support.
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
Google: Gemma 3 12B has the lower cheapest prompt+completion route on TrustedRouter. Qwen: Qwen3 235B A22B Thinking 2507 has more provider fallback routes, while Qwen: Qwen3 235B A22B Thinking 2507 has the larger context window. Probe-backed speed data is shown when enough recent samples exist.
$0.1575/1MGoogle: Gemma 3 12B cheapest route
$1.56933/1MQwen: Qwen3 235B A22B Thinking 2507 cheapest route
not enough dataGoogle: Gemma 3 12B measured p50 TTFT
not enough dataQwen: Qwen3 235B A22B Thinking 2507 measured p50 TTFT
Google: Gemma 3 12BQwen: Qwen3 235B A22B Thinking 2507
Model id
google/gemma-3-12b-itqwen/qwen3-235b-a22b-thinking-2507
PublisherGoogle AI StudioDeepInfra
AI IQ
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Context131,072 tokens262,144 tokens
Provider routes49
Cheapest route$0.1575/1M$1.56933/1M
Privacy postureprovider posture varieshas confidential-compute route
Modes
chat
chat
Google: Gemma 3 12B 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://gchircrcif.eu-west-3.awsapprunner.com/v1",
api_key="sk-tr-v1-..."
)
response = client.chat.completions.create(
model="google/gemma-3-12b-it",
messages=messages,
)