OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Pro 0423 vs Qwen/Qwen2.5-72B-Instruct

DeepSeek V4 Pro 0423 vs Qwen/Qwen2.5-72B-Instruct: 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/Qwen2.5-72B-Instruct has the lower cheapest prompt+completion route on TrustedRouter. DeepSeek: DeepSeek V4 Pro 0423 has more provider fallback routes, while DeepSeek: DeepSeek V4 Pro 0423 has the larger context window. Current TrustedRouter probes show Qwen/Qwen2.5-72B-Instruct with the lower p50 TTFT.

$2.75355/1MDeepSeek: DeepSeek V4 Pro 0423 cheapest route

$0.8018/1MQwen/Qwen2.5-72B-Instruct cheapest route

969 msDeepSeek: DeepSeek V4 Pro 0423 fastest measured p50 TTFT via parasail

915 msQwen/Qwen2.5-72B-Instruct fastest measured p50 TTFT via deepinfra

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/Qwen2.5-72B-Instruct

Model iddeepseek/deepseek-v4-proqwen/qwen2.5-72b-instruct

Publisher DeepSeek DeepInfra

AI IQ IQ 117#36 —

Context1,024,000 tokens32,768 tokens

Credits provider routes161

Cheapest route$2.75355/1M$0.8018/1M

Cached input$0.02321/1M to $0.91574/1MNot published

Privacy posturehas ZDR routeprovider posture varies

Fastest measured p50 TTFT969 ms via parasail915 ms via deepinfra

Highest measured throughput82 tok/s via deepinfranot enough data

Recent route uptime range100.00%100.00%

Modes chat chat

DeepSeek: DeepSeek V4 Pro 0423 routes

Overview16 Credits routes
PricingInput, cached input, and output rates
BenchmarksTrustedRouter and external sources
ProvidersAll serving providers

Qwen/Qwen2.5-72B-Instruct routes

Overview1 Credits 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-pro",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4 Pro 0423 or Qwen/Qwen2.5-72B-Instruct?

Is DeepSeek: DeepSeek V4 Pro 0423 or Qwen/Qwen2.5-72B-Instruct cheaper?

The current cheapest TrustedRouter route is $2.75355/1M for DeepSeek: DeepSeek V4 Pro 0423 and $0.8018/1M for Qwen/Qwen2.5-72B-Instruct. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4 Pro 0423 or Qwen/Qwen2.5-72B-Instruct faster?

Current measured p50 time to first token is 969 ms for DeepSeek: DeepSeek V4 Pro 0423 and 915 ms for Qwen/Qwen2.5-72B-Instruct. 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/Qwen2.5-72B-Instruct 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/qwen2.5-72b-instruct. This makes side-by-side evals possible without maintaining two provider integrations.