OpenAI compatible API · Attested · Public status

Jina AI: Jina Embeddings v2 Base DE vs MoonshotAI: Kimi K3

Jina AI: Jina Embeddings v2 Base DE vs MoonshotAI: Kimi K3: 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 DE has the lower published input-plus-output rate. MoonshotAI: Kimi K3 has more Credits provider routes and the larger context window. There is not enough recent probe data to compare speed.

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

$12.3435/1MMoonshotAI: Kimi K3 cheapest route

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

1078 msMoonshotAI: Kimi K3 fastest measured p50 TTFT via together

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.

Jina AI: Jina Embeddings v2 Base DEMoonshotAI: Kimi K3

Model idjina-ai/jina-embeddings-v2-base-demoonshotai/kimi-k3

Publisher Jina AI Kimi

AI IQ — IQ 121#24

Context8,192 tokens1,048,576 tokens

Credits provider routes124

Cheapest route$0.05275/1M$12.3435/1M

Cached inputNot published$0.205725/1M to $1.693275/1M

Privacy postureprovider posture varieshas provider E2EE route

Fastest measured p50 TTFTnot enough data1078 ms via together

Highest measured throughputnot enough data134 tok/s via sail-research

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

Modes embeddings chat

Jina AI: Jina Embeddings v2 Base DE routes

Overview1 Credits routes

MoonshotAI: Kimi K3 routes

Overview24 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.

Questions

Which should I use, Jina AI: Jina Embeddings v2 Base DE or MoonshotAI: Kimi K3?

Is Jina AI: Jina Embeddings v2 Base DE or MoonshotAI: Kimi K3 cheaper?

The current cheapest TrustedRouter route is $0.05275/1M for Jina AI: Jina Embeddings v2 Base DE and $12.3435/1M for MoonshotAI: Kimi K3. The comparison uses current catalog prices and updates as provider pricing changes.

Is Jina AI: Jina Embeddings v2 Base DE or MoonshotAI: Kimi K3 faster?

Current measured p50 time to first token is not enough data for Jina AI: Jina Embeddings v2 Base DE and 1078 ms for MoonshotAI: Kimi K3. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test Jina AI: Jina Embeddings v2 Base DE and MoonshotAI: Kimi K3 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.