OpenAI compatible API · Attested · Public status

Google: Gemini 3.1 Flash Lite vs OpenAI: gpt-oss-120b

Google: Gemini 3.1 Flash Lite vs gpt-oss-120b: compare current API pricing, context, provider routes, privacy, p50 latency, and OpenAI-compatible access.

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

Monthly evidence

OpenAI: gpt-oss-120b has the lower cheapest prompt+completion route on TrustedRouter. OpenAI: gpt-oss-120b has more provider fallback routes, while Google: Gemini 3.1 Flash Lite has the larger context window. Current TrustedRouter probes show OpenAI: gpt-oss-120b with the lower p50 TTFT.

$1.84625/1MGoogle: Gemini 3.1 Flash Lite cheapest route
$0.218385/1MOpenAI: gpt-oss-120b cheapest route
2682 msGoogle: Gemini 3.1 Flash Lite fastest measured p50 TTFT via google-ai-studio
827 msOpenAI: gpt-oss-120b fastest measured p50 TTFT via fireworks

Prices and live route measurements can change. Use the monthly reports when you need a stable evidence window, then run a small task-specific eval before choosing a production default.

Google: Gemini 3.1 Flash LiteOpenAI: gpt-oss-120b
Model idgoogle/gemini-3.1-flash-liteopenai/gpt-oss-120b
Context1,048,576 tokens131,072 tokens
Provider routes626
Cheapest route$1.84625/1M$0.218385/1M
Privacy posturehas ZDR routehas provider E2EE route
Fastest measured p50 TTFT2682 ms via google-ai-studio827 ms via fireworks
Highest measured throughputnot enough datanot enough data
Recent route uptime range100.00%100.00%
Modes chat chat

Google: Gemini 3.1 Flash Lite routes

OpenAI: gpt-oss-120b routes

Related comparisons

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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-3.1-flash-lite",
    messages=messages,
)

Questions

Which should I use, Google: Gemini 3.1 Flash Lite or OpenAI: gpt-oss-120b?

OpenAI: gpt-oss-120b has the lower cheapest prompt+completion route on TrustedRouter. OpenAI: gpt-oss-120b has more provider fallback routes, while Google: Gemini 3.1 Flash Lite has the larger context window. Current TrustedRouter probes show OpenAI: gpt-oss-120b with the lower p50 TTFT.

Is Google: Gemini 3.1 Flash Lite or OpenAI: gpt-oss-120b cheaper?

The current cheapest TrustedRouter route is $1.84625/1M for Google: Gemini 3.1 Flash Lite and $0.218385/1M for OpenAI: gpt-oss-120b. The comparison uses current catalog prices and updates as provider pricing changes.

Is Google: Gemini 3.1 Flash Lite or OpenAI: gpt-oss-120b faster?

Current measured p50 time to first token is 2682 ms for Google: Gemini 3.1 Flash Lite and 827 ms for OpenAI: gpt-oss-120b. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test Google: Gemini 3.1 Flash Lite and OpenAI: gpt-oss-120b with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between google/gemini-3.1-flash-lite and openai/gpt-oss-120b. This makes side-by-side evals possible without maintaining two provider integrations.

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