OpenAI compatible API · Attested · Public status

Google: Gemma 4 31B vs Thinking Machines: Inkling Small

Compare Google: Gemma 4 31B and Thinking Machines: Inkling Small by providers, context, price, and TrustedRouter route support.

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

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 Small has the larger context window. Probe-backed speed data is shown when enough recent samples exist.

$0.5355/1MGoogle: Gemma 4 31B cheapest route
$1.575/1MThinking Machines: Inkling Small cheapest route
1017 msGoogle: Gemma 4 31B measured p50 TTFT
not enough dataThinking Machines: Inkling Small measured p50 TTFT
Google: Gemma 4 31BThinking Machines: Inkling Small
Model idgoogle/gemma-4-31b-itthinkingmachines/inkling-small
Context262,144 tokens524,288 tokens
Provider routes236
Cheapest route$0.5355/1M$1.575/1M
Privacy posturehas provider E2EE routeprovider posture varies
Modes chat chat

Google: Gemma 4 31B routes

Thinking Machines: Inkling Small 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-azure.trustedrouter.com/v1",
    api_key="sk-tr-v1-..."
)

response = client.chat.completions.create(
    model="google/gemma-4-31b-it",
    messages=messages,
)
Workspace access

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