OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V3.2 vs KAT Coder Pro V2.5

DeepSeek V3.2 vs KAT Coder Pro V2.5: 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: DeepSeek V3.2 has the lower cheapest prompt+completion route on TrustedRouter. DeepSeek: DeepSeek V3.2 has more provider fallback routes, while KAT Coder Pro V2.5 has the larger context window. Current TrustedRouter probes show DeepSeek: DeepSeek V3.2 with the lower p50 TTFT.

$0.6752/1MDeepSeek: DeepSeek V3.2 cheapest route

$3.9035/1MKAT Coder Pro V2.5 cheapest route

1337 msDeepSeek: DeepSeek V3.2 fastest measured p50 TTFT via friendli

1744 msKAT Coder Pro V2.5 fastest measured p50 TTFT via streamlake

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 V3.2KAT Coder Pro V2.5

Model iddeepseek/deepseek-v3.2kwaipilot/kat-coder-pro-v2.5

Publisher DeepSeek Atlas Cloud

AI IQ IQ 103#66 —

Context163,840 tokens262,144 tokens

Provider routes192

Cheapest route$0.6752/1M$3.9035/1M

Privacy posturehas provider E2EE routeprovider posture varies

Fastest measured p50 TTFT1337 ms via friendli1744 ms via streamlake

Highest measured throughputnot enough datanot enough data

Recent route uptime range50.00% to 100.00%100.00%

Modes chat chat

DeepSeek: DeepSeek V3.2 routes

Overview19 endpoints
PricingPrompt and completion rates
BenchmarksTrustedRouter and external sources
ProvidersAll serving providers

KAT Coder Pro V2.5 routes

Overview2 endpoints
PricingPrompt and completion rates
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="deepseek/deepseek-v3.2",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V3.2 or KAT Coder Pro V2.5?

Is DeepSeek: DeepSeek V3.2 or KAT Coder Pro V2.5 cheaper?

The current cheapest TrustedRouter route is $0.6752/1M for DeepSeek: DeepSeek V3.2 and $3.9035/1M for KAT Coder Pro V2.5. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V3.2 or KAT Coder Pro V2.5 faster?

Current measured p50 time to first token is 1337 ms for DeepSeek: DeepSeek V3.2 and 1744 ms for KAT Coder Pro V2.5. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test DeepSeek: DeepSeek V3.2 and KAT Coder Pro V2.5 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-v3.2 and kwaipilot/kat-coder-pro-v2.5. This makes side-by-side evals possible without maintaining two provider integrations.