OpenAI compatible API · Attested · Public status

Cohere Embed English v3.0 vs OpenAI: gpt-oss-120b

Cohere Embed English v3.0 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

Cohere Embed English v3.0 has the lower cheapest prompt+completion route on TrustedRouter. OpenAI: gpt-oss-120b has more provider fallback routes, while OpenAI: gpt-oss-120b has the larger context window. Probe-backed speed data is shown when enough recent samples exist.

$0.1055/1MCohere Embed English v3.0 cheapest route

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

not enough dataCohere Embed English v3.0 fastest measured p50 TTFT

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

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.

Cohere Embed English v3.0OpenAI: gpt-oss-120b

Model idcohere/embed-english-v3.0openai/gpt-oss-120b

Publisher Cohere OpenAI

AI IQ — IQ 105#69

Context512 tokens131,072 tokens

Credits provider routes119

Cheapest route$0.1055/1M$0.211/1M

Cached inputNot published$0.015825/1M to $0.1055/1M

Privacy posturehas ZDR routehas provider E2EE route

Fastest measured p50 TTFTnot enough data775 ms via cerebras

Highest measured throughputnot enough data60 tok/s via nscale

Recent route uptime rangenot enough data0.00% to 100.00%

Modes embeddings chat

Cohere Embed English v3.0 routes

Overview1 Credits routes

OpenAI: gpt-oss-120b routes

Overview19 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="cohere/embed-english-v3.0",
    messages=messages,
)

Questions

Which should I use, Cohere Embed English v3.0 or OpenAI: gpt-oss-120b?

Is Cohere Embed English v3.0 or OpenAI: gpt-oss-120b cheaper?

The current cheapest TrustedRouter route is $0.1055/1M for Cohere Embed English v3.0 and $0.211/1M for OpenAI: gpt-oss-120b. The comparison uses current catalog prices and updates as provider pricing changes.

Is Cohere Embed English v3.0 or OpenAI: gpt-oss-120b faster?

Current measured p50 time to first token is not enough data for Cohere Embed English v3.0 and 775 ms for OpenAI: gpt-oss-120b. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test Cohere Embed English v3.0 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 cohere/embed-english-v3.0 and openai/gpt-oss-120b. This makes side-by-side evals possible without maintaining two provider integrations.