OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Pro vs Qwen: Qwen3 Next 80B A3B Instruct

DeepSeek V4 Pro vs Qwen: Qwen3 Next 80B A3B 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

Qwen: Qwen3 Next 80B A3B Instruct has the lower cheapest prompt+completion route on TrustedRouter. DeepSeek: DeepSeek V4 Pro has more provider fallback routes, while DeepSeek: DeepSeek V4 Pro has the larger context window. Current TrustedRouter probes show Qwen: Qwen3 Next 80B A3B Instruct with the lower p50 TTFT.

$1.37025/1MDeepSeek: DeepSeek V4 Pro cheapest route

$1.2495/1MQwen: Qwen3 Next 80B A3B Instruct cheapest route

2342 msDeepSeek: DeepSeek V4 Pro fastest measured p50 TTFT via atlas-cloud

1471 msQwen: Qwen3 Next 80B A3B Instruct fastest measured p50 TTFT via deepinfra

DeepSeek: DeepSeek V4 ProQwen: Qwen3 Next 80B A3B Instruct

Model iddeepseek/deepseek-v4-proqwen/qwen3-next-80b-a3b-instruct

Publisher DeepSeek DeepInfra

AI IQ IQ 117#25 —

Context1,048,576 tokens262,144 tokens

Provider routes249

Cheapest route$1.37025/1M$1.2495/1M

Privacy posturehas ZDR routehas ZDR route

Fastest measured p50 TTFT2342 ms via atlas-cloud1471 ms via deepinfra

Highest measured throughputnot enough datanot enough data

Recent route uptime range100.00%100.00%

Modes chat chat

DeepSeek: DeepSeek V4 Pro routes

Overview24 endpoints
PricingPrompt and completion rates
BenchmarksTrustedRouter and external sources
ProvidersAll serving providers

Qwen: Qwen3 Next 80B A3B Instruct routes

Overview9 endpoints
PricingPrompt and completion 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 or Qwen: Qwen3 Next 80B A3B Instruct?

Is DeepSeek: DeepSeek V4 Pro or Qwen: Qwen3 Next 80B A3B Instruct cheaper?

The current cheapest TrustedRouter route is $1.37025/1M for DeepSeek: DeepSeek V4 Pro and $1.2495/1M for Qwen: Qwen3 Next 80B A3B Instruct. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4 Pro or Qwen: Qwen3 Next 80B A3B Instruct faster?

Current measured p50 time to first token is 2342 ms for DeepSeek: DeepSeek V4 Pro and 1471 ms for Qwen: Qwen3 Next 80B A3B Instruct. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test DeepSeek: DeepSeek V4 Pro and Qwen: Qwen3 Next 80B A3B 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/qwen3-next-80b-a3b-instruct. This makes side-by-side evals possible without maintaining two provider integrations.