OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Flash Vision Exp vs Qwen: Qwen3 235B A22B Thinking 2507

DeepSeek V4 Flash Vision Exp 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

DeepSeek: DeepSeek V4 Flash Vision Exp has the lower cheapest prompt+completion route on TrustedRouter. DeepSeek: DeepSeek V4 Flash Vision Exp has more provider fallback routes, while DeepSeek: DeepSeek V4 Flash Vision Exp has the larger context window. Probe-backed speed data is shown when enough recent samples exist.

$0.43255/1MDeepSeek: DeepSeek V4 Flash Vision Exp cheapest route
$1.576804/1MQwen: Qwen3 235B A22B Thinking 2507 cheapest route
1268 msDeepSeek: DeepSeek V4 Flash Vision Exp fastest measured p50 TTFT via deepseek
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.

DeepSeek: DeepSeek V4 Flash Vision ExpQwen: Qwen3 235B A22B Thinking 2507
Model iddeepseek/deepseek-v4-flash-vision-expqwen/qwen3-235b-a22b-thinking-2507
AI IQ IQ 113#47
Context1,048,576 tokens131,072 tokens
Credits provider routes64
Cheapest route$0.43255/1M$1.576804/1M
Cached input$0.01/1M to $0.1477/1M$0.024265/1M to $0.031534/1M
Privacy postureprovider posture varieshas provider E2EE route
Fastest measured p50 TTFT1268 ms via deepseeknot enough data
Highest measured throughputnot enough datanot enough data
Recent route uptime range100.00%0.00% to 100.00%
Modes chat chat

DeepSeek: DeepSeek V4 Flash Vision Exp routes

Qwen: Qwen3 235B A22B Thinking 2507 routes

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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="deepseek/deepseek-v4-flash-vision-exp",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4 Flash Vision Exp or Qwen: Qwen3 235B A22B Thinking 2507?

DeepSeek: DeepSeek V4 Flash Vision Exp has the lower cheapest prompt+completion route on TrustedRouter. DeepSeek: DeepSeek V4 Flash Vision Exp has more provider fallback routes, while DeepSeek: DeepSeek V4 Flash Vision Exp has the larger context window. Probe-backed speed data is shown when enough recent samples exist.

Is DeepSeek: DeepSeek V4 Flash Vision Exp or Qwen: Qwen3 235B A22B Thinking 2507 cheaper?

The current cheapest TrustedRouter route is $0.43255/1M for DeepSeek: DeepSeek V4 Flash Vision Exp and $1.576804/1M for Qwen: Qwen3 235B A22B Thinking 2507. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4 Flash Vision Exp or Qwen: Qwen3 235B A22B Thinking 2507 faster?

Current measured p50 time to first token is 1268 ms for DeepSeek: DeepSeek V4 Flash Vision Exp 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 DeepSeek: DeepSeek V4 Flash Vision Exp 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 deepseek/deepseek-v4-flash-vision-exp and qwen/qwen3-235b-a22b-thinking-2507. This makes side-by-side evals possible without maintaining two provider integrations.

Workspace access

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