OpenAI compatible API · Attested · Public status
Google: Gemma 4 31B vs Thinking Machines: Inkling
Compare Google: Gemma 4 31B and Thinking Machines: Inkling 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 4 31B has the lower cheapest prompt+completion route on TrustedRouter. Google: Gemma 4 31B has more provider fallback routes, while Thinking Machines: Inkling has the larger context window. Current TrustedRouter probes show Google: Gemma 4 31B with the lower p50 TTFT.
$0.5355/1MGoogle: Gemma 4 31B cheapest route
$5.3025/1MThinking Machines: Inkling cheapest route
896 msGoogle: Gemma 4 31B measured p50 TTFT
4815 msThinking Machines: Inkling measured p50 TTFT
Google: Gemma 4 31BThinking Machines: Inkling
Model id
google/gemma-4-31b-itthinkingmachines/inkling
PublisherGoogle AI StudioTogether
Context262,144 tokens524,288 tokens
Provider routes235
Cheapest route$0.5355/1M$5.3025/1M
Privacy posturehas provider E2EE routehas ZDR route
Modes
chat
chat
Google: Gemma 4 31B 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,
)