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DeepSeek: DeepSeek V4.1 Flash 1017 vs Jina AI: Jina Code Embeddings 1.5b

Try both on us. Starter credit covers your first requests, then one key routes DeepSeek V4.1 Flash 1017 and Jina Code Embeddings 1.5b. Switch by changing the model name.

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

DeepSeek V4.1 Flash 1017 has more Credits provider routes and the larger context window. Jina AI: Jina Code Embeddings 1.5b has the lower published input-plus-output rate. There is not enough recent probe data to compare speed.

$0.15825/1MDeepSeek: DeepSeek V4.1 Flash 1017 cheapest route

$0.05275/1MJina AI: Jina Code Embeddings 1.5b cheapest route

714 msDeepSeek: DeepSeek V4.1 Flash 1017 fastest measured p50 TTFT via deepinfra

not enough dataJina AI: Jina Code Embeddings 1.5b 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.

DeepSeek: DeepSeek V4.1 Flash 1017Jina AI: Jina Code Embeddings 1.5b

Model iddeepseek/deepseek-v4.1-flash-1017jina-ai/jina-code-embeddings-1.5b

Publisher DeepSeek Jina AI

AI IQ IQ 128#19 —

Context1,048,576 tokens32,768 tokens

Credits provider routes161

Cheapest route$0.15825/1M$0.05275/1M

Cached input$0.01/1M to $0.13715/1MNot published

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

Fastest measured p50 TTFT714 ms via deepinfranot enough data

Highest measured throughputnot enough datanot enough data

Recent route uptime range100.00%not enough data

Modes chat embeddings

DeepSeek: DeepSeek V4.1 Flash 1017 routes

Overview16 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

Jina AI: Jina Code Embeddings 1.5b 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="deepseek/deepseek-v4.1-flash-1017",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4.1 Flash 1017 or Jina AI: Jina Code Embeddings 1.5b?

Is DeepSeek: DeepSeek V4.1 Flash 1017 or Jina AI: Jina Code Embeddings 1.5b cheaper?

The current cheapest TrustedRouter route is $0.15825/1M for DeepSeek: DeepSeek V4.1 Flash 1017 and $0.05275/1M for Jina AI: Jina Code Embeddings 1.5b. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4.1 Flash 1017 or Jina AI: Jina Code Embeddings 1.5b faster?

Current measured p50 time to first token is 714 ms for DeepSeek: DeepSeek V4.1 Flash 1017 and not enough data for Jina AI: Jina Code Embeddings 1.5b. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test DeepSeek: DeepSeek V4.1 Flash 1017 and Jina AI: Jina Code Embeddings 1.5b 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.