OpenAI compatible API · Attested · Public status

Google: Gemma 4 31B vs Jina AI: Jina Embeddings v2 Base ES

Google: Gemma 4 31B has more Credits provider routes and the larger context window. Jina AI: Jina Embeddings v2 Base ES has the lower published input-plus-output rate. There is not enough recent probe data to compare speed. Compare price, speed, context, and privacy.

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

$0.45365/1MGoogle: Gemma 4 31B cheapest route

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

1073 msGoogle: Gemma 4 31B fastest measured p50 TTFT via friendli

not enough dataJina AI: Jina Embeddings v2 Base ES 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.

Google: Gemma 4 31BJina AI: Jina Embeddings v2 Base ES

Model idgoogle/gemma-4-31b-itjina-ai/jina-embeddings-v2-base-es

Publisher Google AI Studio Jina AI

AI IQ IQ 101#110 —

Context262,144 tokens8,192 tokens

Credits provider routes171

Cheapest route$0.45365/1M$0.05275/1M

Cached input$0.03798/1M to $0.26375/1MNot published

Privacy posturehas Confidential route (E2EE + ZDR)provider posture varies

Fastest measured p50 TTFT1073 ms via friendlinot enough data

Highest measured throughput366 tok/s via lightningnot enough data

Recent route uptime range100.00%not enough data

Modes chat embeddings

Google: Gemma 4 31B routes

Overview17 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

Jina AI: Jina Embeddings v2 Base ES 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="google/gemma-4-31b-it",
    messages=messages,
)

Questions

Which should I use, Google: Gemma 4 31B or Jina AI: Jina Embeddings v2 Base ES?

Is Google: Gemma 4 31B or Jina AI: Jina Embeddings v2 Base ES cheaper?

The current cheapest TrustedRouter route is $0.45365/1M for Google: Gemma 4 31B and $0.05275/1M for Jina AI: Jina Embeddings v2 Base ES. The comparison uses current catalog prices and updates as provider pricing changes.

Is Google: Gemma 4 31B or Jina AI: Jina Embeddings v2 Base ES faster?

Current measured p50 time to first token is 1073 ms for Google: Gemma 4 31B and not enough data for Jina AI: Jina Embeddings v2 Base ES. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test Google: Gemma 4 31B and Jina AI: Jina Embeddings v2 Base ES with the same API?

Both use the same TrustedRouter base URL and API key. At least one of them is not a chat model, so the request can differ as well as the model id: the API docs list the route for each kind of model.