OpenAI compatible API · Attested · Public status

OpenAI: gpt-oss-20b vs Qwen3.8 Max

gpt-oss-20b vs Qwen3.8 Max: 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

OpenAI: gpt-oss-20b has the lower cheapest prompt+completion route on TrustedRouter. OpenAI: gpt-oss-20b has more provider fallback routes, while Qwen3.8 Max has the larger context window. Probe-backed speed data is shown when enough recent samples exist.

$0.1688/1MOpenAI: gpt-oss-20b cheapest route

$6.964055/1MQwen3.8 Max cheapest route

878 msOpenAI: gpt-oss-20b fastest measured p50 TTFT via deepinfra

not enough dataQwen3.8 Max 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.

OpenAI: gpt-oss-20bQwen3.8 Max

Model idopenai/gpt-oss-20bqwen/qwen3.8-max

Publisher OpenAI Novita AI

AI IQ IQ 100#87 IQ 121#26

Context131,072 tokens1,000,000 tokens

Credits provider routes124

Cheapest route$0.1688/1M$6.964055/1M

Cached input$0.0211/1M to $0.030068/1M$0.21733/1M to $0.26375/1M

Privacy posturehas ZDR routeprovider posture varies

Fastest measured p50 TTFT878 ms via deepinfranot enough data

Highest measured throughputnot enough datanot enough data

Recent route uptime range57.14% to 100.00%100.00%

Modes chat chat

OpenAI: gpt-oss-20b routes

Overview12 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

Qwen3.8 Max routes

Overview4 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="openai/gpt-oss-20b",
    messages=messages,
)

Questions

Which should I use, OpenAI: gpt-oss-20b or Qwen3.8 Max?

Is OpenAI: gpt-oss-20b or Qwen3.8 Max cheaper?

The current cheapest TrustedRouter route is $0.1688/1M for OpenAI: gpt-oss-20b and $6.964055/1M for Qwen3.8 Max. The comparison uses current catalog prices and updates as provider pricing changes.

Is OpenAI: gpt-oss-20b or Qwen3.8 Max faster?

Current measured p50 time to first token is 878 ms for OpenAI: gpt-oss-20b and not enough data for Qwen3.8 Max. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test OpenAI: gpt-oss-20b and Qwen3.8 Max with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between openai/gpt-oss-20b and qwen/qwen3.8-max. This makes side-by-side evals possible without maintaining two provider integrations.