DeepSeek V4 Flash 0731 (Reasoning, Max Effort) vs KAT Coder Pro V2

DeepSeek V4 Flash 0731 (Reasoning, Max Effort) vs KAT Coder Pro V2. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

DeepSeekDeepSeek V4 Flash 0731 (Reasoning, Max Effort)On the open-weights frontier
Intelligence
51.80
Total cost
$323
KwaiKATKAT Coder Pro V2Not ranked · benchmark data missing
Intelligence
33.70
Total cost
-
Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricDeepSeek V4 Flash 0731 (Reasoning, Max Effort)KAT Coder Pro V2Difference
Intelligence (higher is better)51.833.7−34.9% KAT Coder Pro V2 is 34.9% less intelligent
Total AA cost (lower is better)$323.26Not reported— not comparable
End-to-end time (lower is better)23.17s6.00s−74.1% KAT Coder Pro V2 is 74.1% faster
Price per 1M tokens (in / out)$0.44 / $1.32$0.30 / $1.20
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerDeepSeek V4 Flash 0731 (max): what beats itKAT Coder Pro V2: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-flash/kat-coder-pro-v2 · Markdown: /api/v1/compare/deepseek-v4-flash/kat-coder-pro-v2?format=md · llms.txt · agent skill