OpenAI compatible API · Attested · Public status

Claude Opus 4.8 AWS vs DeepSeek: DeepSeek V4 Flash 0423

Claude Opus 4.8 AWS 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

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

$31.5/1MClaude Opus 4.8 AWS cheapest route

$0.2478/1MDeepSeek: DeepSeek V4 Flash 0423 cheapest route

not enough dataClaude Opus 4.8 AWS fastest measured p50 TTFT

374 msDeepSeek: DeepSeek V4 Flash 0423 fastest measured p50 TTFT via pearl

Claude Opus 4.8 AWSDeepSeek: DeepSeek V4 Flash 0423

Model idanthropic/claude-opus-4.8-awsdeepseek/deepseek-v4-flash

Publisher Anthropic DeepSeek

AI IQ — IQ 113#35

Context1,000,000 tokens1,048,576 tokens

Provider routes029

Cheapest route$31.5/1M$0.2478/1M

Privacy postureprovider posture varieshas provider E2EE route

Fastest measured p50 TTFTnot enough data374 ms via pearl

Highest measured throughputnot enough data113 tok/s via makora

Recent route uptime rangenot enough data100.00%

Modes chat messages chat

Claude Opus 4.8 AWS routes

Overview0 endpoints

DeepSeek: DeepSeek V4 Flash 0423 routes

Overview29 endpoints
PricingPrompt and completion 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-opus-4.8-aws",
    messages=messages,
)

Questions

Which should I use, Claude Opus 4.8 AWS or DeepSeek: DeepSeek V4 Flash 0423?

Is Claude Opus 4.8 AWS or DeepSeek: DeepSeek V4 Flash 0423 cheaper?

The current cheapest TrustedRouter route is $31.5/1M for Claude Opus 4.8 AWS and $0.2478/1M for DeepSeek: DeepSeek V4 Flash 0423. The comparison uses current catalog prices and updates as provider pricing changes.

Is Claude Opus 4.8 AWS or DeepSeek: DeepSeek V4 Flash 0423 faster?

Current measured p50 time to first token is not enough data for Claude Opus 4.8 AWS and 374 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 Claude Opus 4.8 AWS 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-opus-4.8-aws and deepseek/deepseek-v4-flash. This makes side-by-side evals possible without maintaining two provider integrations.