OpenAI compatible API · Attested · Public status

Jina AI: Jina Embeddings v2 Base ES vs OpenAI: gpt-oss-120b

Jina AI: Jina Embeddings v2 Base ES 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

Jina AI: Jina Embeddings v2 Base ES 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.

$0.05275/1MJina AI: Jina Embeddings v2 Base ES cheapest route

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

not enough dataJina AI: Jina Embeddings v2 Base ES fastest measured p50 TTFT

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.

Jina AI: Jina Embeddings v2 Base ESOpenAI: gpt-oss-120b

Model idjina-ai/jina-embeddings-v2-base-esopenai/gpt-oss-120b

Publisher Jina AI OpenAI

AI IQ — IQ 105#63

Context8,192 tokens131,072 tokens

Provider routes131

Cheapest route$0.05275/1M$0.218385/1M

Privacy postureprovider posture varieshas provider E2EE route

Fastest measured p50 TTFTnot enough data1164 ms via baseten

Highest measured throughputnot enough datanot enough data

Recent route uptime rangenot enough data100.00%

Modes embeddings chat

Jina AI: Jina Embeddings v2 Base ES routes

Overview1 endpoints

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="jina-ai/jina-embeddings-v2-base-es",
    messages=messages,
)

Questions

Which should I use, Jina AI: Jina Embeddings v2 Base ES or OpenAI: gpt-oss-120b?

Is Jina AI: Jina Embeddings v2 Base ES or OpenAI: gpt-oss-120b cheaper?

The current cheapest TrustedRouter route is $0.05275/1M for Jina AI: Jina Embeddings v2 Base ES and $0.218385/1M for OpenAI: gpt-oss-120b. The comparison uses current catalog prices and updates as provider pricing changes.

Is Jina AI: Jina Embeddings v2 Base ES or OpenAI: gpt-oss-120b faster?

Current measured p50 time to first token is not enough data for Jina AI: Jina Embeddings v2 Base ES 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 Jina AI: Jina Embeddings v2 Base ES 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 jina-ai/jina-embeddings-v2-base-es and openai/gpt-oss-120b. This makes side-by-side evals possible without maintaining two provider integrations.