KAT Coder Pro V2 vs Mercury 2.5

KAT Coder Pro V2 vs Mercury 2.5. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

KwaiKATKAT Coder Pro V2Not ranked · benchmark data missing
Intelligence
21.70
Total cost
-
InceptionMercury 2.5Off the frontier
Intelligence
12.30
Total cost
$218
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.

MetricKAT Coder Pro V2Mercury 2.5Difference
Intelligence (higher is better)21.712.3−43.3% Mercury 2.5 is 43.3% less intelligent
Total AA cost (lower is better)Not reported$218.11— not comparable
End-to-end time (lower is better)Not reported4.39s— not comparable
Price per 1M tokens (in / out)—$0.25 / $0.75
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Open this matchup in the interactive pickerKAT Coder Pro V2: what beats itMercury 2.5: what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/kat-coder-pro-v2/mercury-2-5 · Markdown: /api/v1/compare/kat-coder-pro-v2/mercury-2-5?format=md · llms.txt · agent skill