OpenAI compatible API · Attested · Public status

Arcee AI: Trinity Large Thinking vs OpenAI: gpt-oss-120b

Arcee AI: Trinity Large Thinking vs gpt-oss-120b: 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-120b has the lower cheapest prompt+completion route on TrustedRouter. OpenAI: gpt-oss-120b has more provider fallback routes, while Arcee AI: Trinity Large Thinking has the larger context window. Current TrustedRouter probes show OpenAI: gpt-oss-120b with the lower p50 TTFT.

$1.10775/1MArcee AI: Trinity Large Thinking cheapest route

$0.218385/1MOpenAI: gpt-oss-120b cheapest route

1634 msArcee AI: Trinity Large Thinking fastest measured p50 TTFT via arcee

1164 msOpenAI: gpt-oss-120b fastest measured p50 TTFT via baseten

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.

Arcee AI: Trinity Large ThinkingOpenAI: gpt-oss-120b

Model idarcee-ai/trinity-large-thinkingopenai/gpt-oss-120b

Publisher Parasail OpenAI

AI IQ IQ 97#91 IQ 105#63

Context262,144 tokens131,072 tokens

Provider routes331

Cheapest route$1.10775/1M$0.218385/1M

Privacy posturehas ZDR routehas provider E2EE route

Fastest measured p50 TTFT1634 ms via arcee1164 ms via baseten

Highest measured throughputnot enough datanot enough data

Recent route uptime range100.00%100.00%

Modes chat chat

Arcee AI: Trinity Large Thinking routes

Overview3 endpoints
PricingPrompt and completion rates
ProvidersAll serving providers

OpenAI: gpt-oss-120b routes

Overview31 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="arcee-ai/trinity-large-thinking",
    messages=messages,
)

Questions

Which should I use, Arcee AI: Trinity Large Thinking or OpenAI: gpt-oss-120b?

Is Arcee AI: Trinity Large Thinking or OpenAI: gpt-oss-120b cheaper?

The current cheapest TrustedRouter route is $1.10775/1M for Arcee AI: Trinity Large Thinking and $0.218385/1M for OpenAI: gpt-oss-120b. The comparison uses current catalog prices and updates as provider pricing changes.

Is Arcee AI: Trinity Large Thinking or OpenAI: gpt-oss-120b faster?

Current measured p50 time to first token is 1634 ms for Arcee AI: Trinity Large Thinking and 1164 ms for OpenAI: gpt-oss-120b. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test Arcee AI: Trinity Large Thinking and OpenAI: gpt-oss-120b with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between arcee-ai/trinity-large-thinking and openai/gpt-oss-120b. This makes side-by-side evals possible without maintaining two provider integrations.