OpenAI compatible API · Attested · Public status
Google: Gemma 3 12B vs Thinking Machines: Inkling
Compare Google: Gemma 3 12B and Thinking Machines: Inkling 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. Thinking Machines: Inkling has more provider fallback routes, while Thinking Machines: Inkling has the larger context window. Current TrustedRouter probes show Google: Gemma 3 12B with the lower p50 TTFT.
$0.1575/1MGoogle: Gemma 3 12B cheapest route
$5.3025/1MThinking Machines: Inkling cheapest route
938 msGoogle: Gemma 3 12B measured p50 TTFT
1987 msThinking Machines: Inkling measured p50 TTFT
Google: Gemma 3 12BThinking Machines: Inkling
Model id
google/gemma-3-12b-itthinkingmachines/inkling
PublisherGoogle AI StudioDeepInfra
Context131,072 tokens1,048,576 tokens
Provider routes46
Cheapest route$0.1575/1M$5.3025/1M
Privacy postureprovider posture varieshas ZDR 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://api.trustedrouter.com/v1",
api_key="sk-tr-v1-..."
)
response = client.chat.completions.create(
model="google/gemma-3-12b-it",
messages=messages,
)