OpenAI compatible API · Attested · Public status

Jina AI: Jina Code Embeddings 0.5b vs OpenAI: gpt-oss-120b

Jina AI: Jina Code Embeddings 0.5b 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 Code Embeddings 0.5b 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 Code Embeddings 0.5b cheapest route

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

not enough dataJina AI: Jina Code Embeddings 0.5b fastest measured p50 TTFT

618 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 Code Embeddings 0.5bOpenAI: gpt-oss-120b

Model idjina-ai/jina-code-embeddings-0.5bopenai/gpt-oss-120b

Publisher Jina AI OpenAI

AI IQ — IQ 105#72

Context32,768 tokens131,072 tokens

Credits provider routes117

Cheapest route$0.05275/1M$0.211/1M

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

Privacy postureprovider posture varieshas provider E2EE route

Fastest measured p50 TTFTnot enough data618 ms via baseten

Highest measured throughputnot enough datanot enough data

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

Modes embeddings chat

Jina AI: Jina Code Embeddings 0.5b routes

Overview1 Credits routes

OpenAI: gpt-oss-120b routes

Overview17 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="jina-ai/jina-code-embeddings-0.5b",
    messages=messages,
)

Questions

Which should I use, Jina AI: Jina Code Embeddings 0.5b or OpenAI: gpt-oss-120b?

Is Jina AI: Jina Code Embeddings 0.5b or OpenAI: gpt-oss-120b cheaper?

The current cheapest TrustedRouter route is $0.05275/1M for Jina AI: Jina Code Embeddings 0.5b and $0.211/1M for OpenAI: gpt-oss-120b. The comparison uses current catalog prices and updates as provider pricing changes.

Is Jina AI: Jina Code Embeddings 0.5b or OpenAI: gpt-oss-120b faster?

Current measured p50 time to first token is not enough data for Jina AI: Jina Code Embeddings 0.5b and 618 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 Code Embeddings 0.5b 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-code-embeddings-0.5b and openai/gpt-oss-120b. This makes side-by-side evals possible without maintaining two provider integrations.