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OpenAI: gpt-oss-120b vs Beam

Try both on us. Starter credit covers your first requests, then one key routes gpt-oss-120b and Beam. Switch by changing the model name.

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

gpt-oss-120b has the lower published input-plus-output rate and more Credits provider routes. Beam has the larger context window. There is not enough recent probe data to compare speed.

$0.211/1MOpenAI: gpt-oss-120b cheapest route

$5.908/1MBeam cheapest route

1033 msOpenAI: gpt-oss-120b fastest measured p50 TTFT via cerebras

not enough dataBeam fastest measured p50 TTFT

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.

OpenAI: gpt-oss-120bBeam

Model idopenai/gpt-oss-120breflection/beam-1.0

Publisher OpenAI reflection

AI IQ IQ 98#132 —

Context131,072 tokens1,048,576 tokens

Credits provider routes241

Cheapest route$0.211/1M$5.908/1M

Cached input$0.015825/1M to $0.1055/1M$0.13715/1M

Privacy posturehas Confidential route (E2EE + ZDR)has ZDR route

Fastest measured p50 TTFT1033 ms via cerebrasnot enough data

Highest measured throughput132 tok/s via amazon-bedrocknot enough data

Recent route uptime range88.31% to 100.00%100.00%

Modes chat chat

OpenAI: gpt-oss-120b routes

Overview24 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

Beam 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="openai/gpt-oss-120b",
    messages=messages,
)

Questions

Which should I use, OpenAI: gpt-oss-120b or Beam?

gpt-oss-120b has the lower published input-plus-output rate and more Credits provider routes. Beam has the larger context window. There is not enough recent probe data to compare speed.

Is OpenAI: gpt-oss-120b or Beam cheaper?

The current cheapest TrustedRouter route is $0.211/1M for OpenAI: gpt-oss-120b and $5.908/1M for Beam. The comparison uses current catalog prices and updates as provider pricing changes.

Is OpenAI: gpt-oss-120b or Beam faster?

Current measured p50 time to first token is 1033 ms for OpenAI: gpt-oss-120b and not enough data for Beam. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test OpenAI: gpt-oss-120b and Beam 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-120b and reflection/beam-1.0. This makes side-by-side evals possible without maintaining two provider integrations.