OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Pro 0423 vs Qwen: Qwen3 32B

DeepSeek V4 Pro 0423 vs Qwen: Qwen3 32B: 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 V4 Pro 0423 has more Credits provider routes, the larger context window and the lower measured p50 time to first token. Qwen: Qwen3 32B has the lower published input-plus-output rate.

$0.79125/1MDeepSeek: DeepSeek V4 Pro 0423 cheapest route

$0.34815/1MQwen: Qwen3 32B cheapest route

1455 msDeepSeek: DeepSeek V4 Pro 0423 fastest measured p50 TTFT via wafer

3155 msQwen: Qwen3 32B fastest measured p50 TTFT via nscale

The price comparison adds each route's rate for one million input tokens and one million output tokens; your cost depends on your input/output mix. 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 Pro 0423Qwen: Qwen3 32B

Model iddeepseek/deepseek-v4-proqwen/qwen3-32b

Publisher DeepSeek DeepInfra

AI IQ IQ 114#45 —

Context1,048,576 tokens40,960 tokens

Credits provider routes173

Cheapest route$0.79125/1M$0.34815/1M

Cached input$0.01/1M to $0.764976/1M$0.010972/1M to $0.01688/1M

Privacy posturehas ZDR routehas provider E2EE route

Fastest measured p50 TTFT1455 ms via wafer3155 ms via nscale

Highest measured throughputnot enough datanot enough data

Recent route uptime range100.00%100.00%

Modes chat chat

DeepSeek: DeepSeek V4 Pro 0423 routes

Overview17 Credits routes
PricingInput, cached input, and output rates
BenchmarksTrustedRouter and external sources
ProvidersAll serving providers

Qwen: Qwen3 32B routes

Overview3 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

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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-pro",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4 Pro 0423 or Qwen: Qwen3 32B?

DeepSeek V4 Pro 0423 has more Credits provider routes, the larger context window and the lower measured p50 time to first token. Qwen: Qwen3 32B has the lower published input-plus-output rate.

Is DeepSeek: DeepSeek V4 Pro 0423 or Qwen: Qwen3 32B cheaper?

The current cheapest TrustedRouter route is $0.79125/1M for DeepSeek: DeepSeek V4 Pro 0423 and $0.34815/1M for Qwen: Qwen3 32B. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4 Pro 0423 or Qwen: Qwen3 32B faster?

Current measured p50 time to first token is 1455 ms for DeepSeek: DeepSeek V4 Pro 0423 and 3155 ms for Qwen: Qwen3 32B. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test DeepSeek: DeepSeek V4 Pro 0423 and Qwen: Qwen3 32B 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-pro and qwen/qwen3-32b. This makes side-by-side evals possible without maintaining two provider integrations.