OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Pro 0423 vs Jina AI: Jina Embeddings v5 Text Nano

DeepSeek V4 Pro 0423 vs Jina AI: Jina Embeddings v5 Text Nano: 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 v5 Text Nano has the lower cheapest prompt+completion route on TrustedRouter. DeepSeek: DeepSeek V4 Pro 0423 has more provider fallback routes, while DeepSeek: DeepSeek V4 Pro 0423 has the larger context window. Probe-backed speed data is shown when enough recent samples exist.

$0.79125/1MDeepSeek: DeepSeek V4 Pro 0423 cheapest route
$0.0211/1MJina AI: Jina Embeddings v5 Text Nano cheapest route
1045 msDeepSeek: DeepSeek V4 Pro 0423 fastest measured p50 TTFT via digitalocean
not enough dataJina AI: Jina Embeddings v5 Text Nano fastest measured p50 TTFT

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 Pro 0423Jina AI: Jina Embeddings v5 Text Nano
Model iddeepseek/deepseek-v4-projina-ai/jina-embeddings-v5-text-nano
AI IQ IQ 114#47
Context1,048,576 tokens8,192 tokens
Credits provider routes161
Cheapest route$0.79125/1M$0.0211/1M
Cached input$0.01/1M to $0.897805/1MNot published
Privacy posturehas ZDR routeprovider posture varies
Fastest measured p50 TTFT1045 ms via digitaloceannot enough data
Highest measured throughputnot enough datanot enough data
Recent route uptime range100.00%not enough data
Modes chat embeddings

DeepSeek: DeepSeek V4 Pro 0423 routes

Jina AI: Jina Embeddings v5 Text Nano routes

Related comparisons

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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-pro",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4 Pro 0423 or Jina AI: Jina Embeddings v5 Text Nano?

Jina AI: Jina Embeddings v5 Text Nano has the lower cheapest prompt+completion route on TrustedRouter. DeepSeek: DeepSeek V4 Pro 0423 has more provider fallback routes, while DeepSeek: DeepSeek V4 Pro 0423 has the larger context window. Probe-backed speed data is shown when enough recent samples exist.

Is DeepSeek: DeepSeek V4 Pro 0423 or Jina AI: Jina Embeddings v5 Text Nano cheaper?

The current cheapest TrustedRouter route is $0.79125/1M for DeepSeek: DeepSeek V4 Pro 0423 and $0.0211/1M for Jina AI: Jina Embeddings v5 Text Nano. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4 Pro 0423 or Jina AI: Jina Embeddings v5 Text Nano faster?

Current measured p50 time to first token is 1045 ms for DeepSeek: DeepSeek V4 Pro 0423 and not enough data for Jina AI: Jina Embeddings v5 Text Nano. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test DeepSeek: DeepSeek V4 Pro 0423 and Jina AI: Jina Embeddings v5 Text Nano with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between deepseek/deepseek-v4-pro and jina-ai/jina-embeddings-v5-text-nano. This makes side-by-side evals possible without maintaining two provider integrations.

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