OpenAI compatible API · Attested · Public status

Anthropic: Claude Sonnet 5 vs DeepSeek: DeepSeek V4 Flash 0423

Claude Sonnet 5 vs DeepSeek V4 Flash 0423: 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

DeepSeek V4 Flash 0423 has the lower published input-plus-output rate, more Credits provider routes, the larger context window and the lower measured p50 time to first token.

$12.66/1MAnthropic: Claude Sonnet 5 cheapest route

$0.24898/1MDeepSeek: DeepSeek V4 Flash 0423 cheapest route

1502 msAnthropic: Claude Sonnet 5 fastest measured p50 TTFT via anthropic

1299 msDeepSeek: DeepSeek V4 Flash 0423 fastest measured p50 TTFT via mancer

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.

Anthropic: Claude Sonnet 5DeepSeek: DeepSeek V4 Flash 0423

Model idanthropic/claude-sonnet-5deepseek/deepseek-v4-flash

Publisher Anthropic DeepSeek

AI IQ IQ 124#26 IQ 122#32

Context1,000,000 tokens1,048,576 tokens

Credits provider routes115

Cheapest route$12.66/1M$0.24898/1M

Cached input$0.211/1M$0.01/1M to $0.078492/1M

Privacy postureprovider posture varieshas ZDR route

Fastest measured p50 TTFT1502 ms via anthropic1299 ms via mancer

Highest measured throughputnot enough data141 tok/s via novita

Recent route uptime range100.00%100.00%

Modes chat messages chat

Anthropic: Claude Sonnet 5 routes

Overview1 Credits routes

DeepSeek: DeepSeek V4 Flash 0423 routes

Overview15 Credits routes
PricingInput, cached input, and output rates
BenchmarksTrustedRouter and external sources
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.

OpenAI clientPython

client = OpenAI(
    base_url="https://api.trustedrouter.com/v1",
    api_key="sk-tr-v1-..."
)

response = client.chat.completions.create(
    model="anthropic/claude-sonnet-5",
    messages=messages,
)

Questions

Which should I use, Anthropic: Claude Sonnet 5 or DeepSeek: DeepSeek V4 Flash 0423?

DeepSeek V4 Flash 0423 has the lower published input-plus-output rate, more Credits provider routes, the larger context window and the lower measured p50 time to first token.

Is Anthropic: Claude Sonnet 5 or DeepSeek: DeepSeek V4 Flash 0423 cheaper?

The current cheapest TrustedRouter route is $12.66/1M for Anthropic: Claude Sonnet 5 and $0.24898/1M for DeepSeek: DeepSeek V4 Flash 0423. The comparison uses current catalog prices and updates as provider pricing changes.

Is Anthropic: Claude Sonnet 5 or DeepSeek: DeepSeek V4 Flash 0423 faster?

Current measured p50 time to first token is 1502 ms for Anthropic: Claude Sonnet 5 and 1299 ms for DeepSeek: DeepSeek V4 Flash 0423. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test Anthropic: Claude Sonnet 5 and DeepSeek: DeepSeek V4 Flash 0423 with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between anthropic/claude-sonnet-5 and deepseek/deepseek-v4-flash. This makes side-by-side evals possible without maintaining two provider integrations.