KAT Coder Pro V2 vs Nemotron 3.5 Lightning

KAT Coder Pro V2 vs Nemotron 3.5 Lightning. 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
33.70
Total cost
-
NVIDIANemotron 3.5 LightningOff the frontier
Intelligence
23.60
Total cost
$71.5
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 V2Nemotron 3.5 LightningDifference
Intelligence (higher is better)33.723.6−30.0% Nemotron 3.5 Lightning is 30.0% less intelligent
Total AA cost (lower is better)Not reported$71.45— not comparable
End-to-end time (lower is better)6.04s9.43s+56.1% Nemotron 3.5 Lightning is 56.1% slower
Price per 1M tokens (in / out)$0.30 / $1.20$0.07 / $0.22
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerKAT Coder Pro V2: what beats itNemotron 3.5 Lightning: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/kat-coder-pro-v2/nemotron-3-5-lightning · Markdown: /api/v1/compare/kat-coder-pro-v2/nemotron-3-5-lightning?format=md · llms.txt · agent skill