Celeris-1 vs KAT Coder Pro V2

Celeris-1 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.

CelerisCeleris-1Off the frontier
Intelligence
12.40
Total cost
$157
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.

MetricCeleris-1KAT Coder Pro V2Difference
Intelligence (higher is better)12.433.7+171.8% KAT Coder Pro V2 is 2.7× more intelligent
Total AA cost (lower is better)$156.79Not reported— not comparable
End-to-end time (lower is better)0.95s6.04s+535.8% KAT Coder Pro V2 is 535.8% slower
Price per 1M tokens (in / out)$0.20 / $0.70$0.30 / $1.20
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerCeleris-1: 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/celeris-1/kat-coder-pro-v2 · Markdown: /api/v1/compare/celeris-1/kat-coder-pro-v2?format=md · llms.txt · agent skill