OpenAI compatible API · Attested · Public status
Qwen: Qwen3 235B A22B Thinking 2507 vs Google: Gemma 3 12B
Compare Qwen: Qwen3 235B A22B Thinking 2507 and Google: Gemma 3 12B by providers, context, price, and TrustedRouter route support.
Onebase URL to migrate
100sof models and routes
Noneprompt logs by default
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. Current TrustedRouter probes show Qwen: Qwen3 235B A22B Thinking 2507 with the lower p50 TTFT.
$1.56933/1MQwen: Qwen3 235B A22B Thinking 2507 cheapest route
$0.1575/1MGoogle: Gemma 3 12B cheapest route
1879 msQwen: Qwen3 235B A22B Thinking 2507 measured p50 TTFT
4594 msGoogle: Gemma 3 12B measured p50 TTFT
Qwen: Qwen3 235B A22B Thinking 2507Google: Gemma 3 12B
Model id
qwen/qwen3-235b-a22b-thinking-2507google/gemma-3-12b-it
PublisherDeepInfraGoogle AI Studio
AI IQ
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Context262,144 tokens131,072 tokens
Provider routes84
Cheapest route$1.56933/1M$0.1575/1M
Privacy posturehas provider E2EE routeprovider posture varies
Modes
chat
chat
Qwen: Qwen3 235B A22B Thinking 2507 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="qwen/qwen3-235b-a22b-thinking-2507",
messages=messages,
)