OpenAI compatible API · Attested · Public status
Google: Gemini 3.5 Flash Lite vs Thinking Machines: Inkling
Compare Google: Gemini 3.5 Flash Lite 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: Gemini 3.5 Flash Lite has the lower cheapest prompt+completion route on TrustedRouter. Thinking Machines: Inkling has more provider fallback routes, while Google: Gemini 3.5 Flash Lite has the larger context window. Current TrustedRouter probes show Google: Gemini 3.5 Flash Lite with the lower p50 TTFT.
$2.94/1MGoogle: Gemini 3.5 Flash Lite cheapest route
$5.3025/1MThinking Machines: Inkling cheapest route
1678 msGoogle: Gemini 3.5 Flash Lite measured p50 TTFT
1987 msThinking Machines: Inkling measured p50 TTFT
Google: Gemini 3.5 Flash LiteThinking Machines: Inkling
Model id
google/gemini-3.5-flash-litethinkingmachines/inkling
PublisherGoogle AI StudioDeepInfra
Context1,048,576 tokens1,048,576 tokens
Provider routes46
Cheapest route$2.94/1M$5.3025/1M
Privacy posturehas ZDR routehas ZDR route
Modes
chat
chat
Google: Gemini 3.5 Flash Lite 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/gemini-3.5-flash-lite",
messages=messages,
)