OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Pro 0423 vs Multilingual E5 Large Instruct

DeepSeek V4 Pro 0423 vs Multilingual E5 Large Instruct: 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

Multilingual E5 Large Instruct 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.

$2.75355/1MDeepSeek: DeepSeek V4 Pro 0423 cheapest route

$0.0211/1MMultilingual E5 Large Instruct cheapest route

969 msDeepSeek: DeepSeek V4 Pro 0423 fastest measured p50 TTFT via parasail

not enough dataMultilingual E5 Large Instruct 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 0423Multilingual E5 Large Instruct

Model iddeepseek/deepseek-v4-prointfloat/multilingual-e5-large-instruct

Publisher DeepSeek Together

AI IQ IQ 117#36 —

Context1,024,000 tokens512 tokens

Credits provider routes161

Cheapest route$2.75355/1M$0.0211/1M

Cached input$0.02321/1M to $0.91574/1MNot published

Privacy posturehas ZDR routehas ZDR route

Fastest measured p50 TTFT969 ms via parasailnot 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

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

Multilingual E5 Large Instruct 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-pro",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4 Pro 0423 or Multilingual E5 Large Instruct?

Is DeepSeek: DeepSeek V4 Pro 0423 or Multilingual E5 Large Instruct cheaper?

The current cheapest TrustedRouter route is $2.75355/1M for DeepSeek: DeepSeek V4 Pro 0423 and $0.0211/1M for Multilingual E5 Large Instruct. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4 Pro 0423 or Multilingual E5 Large Instruct faster?

Current measured p50 time to first token is 969 ms for DeepSeek: DeepSeek V4 Pro 0423 and not enough data for Multilingual E5 Large Instruct. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test DeepSeek: DeepSeek V4 Pro 0423 and Multilingual E5 Large Instruct 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 intfloat/multilingual-e5-large-instruct. This makes side-by-side evals possible without maintaining two provider integrations.