OpenAI compatible API · Attested · Public status

Google: Gemini 2.5 Pro vs Qwen: Qwen3 235B A22B Thinking 2507

Google: Gemini 2.5 Pro vs Qwen: Qwen3 235B A22B Thinking 2507: 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

Qwen: Qwen3 235B A22B Thinking 2507 has the lower cheapest prompt+completion route on TrustedRouter. Google: Gemini 2.5 Pro has more provider fallback routes, while Google: Gemini 2.5 Pro has the larger context window. Probe-backed speed data is shown when enough recent samples exist.

$11.86875/1MGoogle: Gemini 2.5 Pro cheapest route
$1.576804/1MQwen: Qwen3 235B A22B Thinking 2507 cheapest route
not enough dataGoogle: Gemini 2.5 Pro fastest measured p50 TTFT
not enough dataQwen: Qwen3 235B A22B Thinking 2507 fastest measured p50 TTFT

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 2.5 ProQwen: Qwen3 235B A22B Thinking 2507
Model idgoogle/gemini-2.5-proqwen/qwen3-235b-a22b-thinking-2507
AI IQ IQ 103#75
Context1,048,576 tokens131,072 tokens
Credits provider routes44
Cheapest route$11.86875/1M$1.576804/1M
Cached input$0.131875/1M to $0.26375/1M$0.024265/1M to $0.031534/1M
Privacy posturehas ZDR routehas provider E2EE route
Fastest measured p50 TTFTnot enough datanot enough data
Highest measured throughputnot enough datanot enough data
Recent route uptime range100.00%0.00% to 100.00%
Modes chat chat

Google: Gemini 2.5 Pro routes

Qwen: Qwen3 235B A22B Thinking 2507 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-2.5-pro",
    messages=messages,
)

Questions

Which should I use, Google: Gemini 2.5 Pro or Qwen: Qwen3 235B A22B Thinking 2507?

Qwen: Qwen3 235B A22B Thinking 2507 has the lower cheapest prompt+completion route on TrustedRouter. Google: Gemini 2.5 Pro has more provider fallback routes, while Google: Gemini 2.5 Pro has the larger context window. Probe-backed speed data is shown when enough recent samples exist.

Is Google: Gemini 2.5 Pro or Qwen: Qwen3 235B A22B Thinking 2507 cheaper?

The current cheapest TrustedRouter route is $11.86875/1M for Google: Gemini 2.5 Pro and $1.576804/1M for Qwen: Qwen3 235B A22B Thinking 2507. The comparison uses current catalog prices and updates as provider pricing changes.

Is Google: Gemini 2.5 Pro or Qwen: Qwen3 235B A22B Thinking 2507 faster?

Current measured p50 time to first token is not enough data for Google: Gemini 2.5 Pro and not enough data for Qwen: Qwen3 235B A22B Thinking 2507. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test Google: Gemini 2.5 Pro and Qwen: Qwen3 235B A22B Thinking 2507 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-2.5-pro and qwen/qwen3-235b-a22b-thinking-2507. This makes side-by-side evals possible without maintaining two provider integrations.

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