Inkling Small vs KAT Coder Pro V2

Inkling Small 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.

Thinking MachinesInkling SmallOff the frontier
Intelligence
25.70
Total cost
$241
KwaiKATKAT Coder Pro V2Not ranked · benchmark data missing
Intelligence
21.70
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.

MetricInkling SmallKAT Coder Pro V2Difference
Intelligence (higher is better)25.721.7−15.6% KAT Coder Pro V2 is 15.6% less intelligent
Total AA cost (lower is better)$240.85Not reported— not comparable
End-to-end time (lower is better)12.67sNot reported— not comparable
Price per 1M tokens (in / out)$0.30 / $1.20—
Input modalitiesText, Image, SpeechText
Open this matchup in the interactive pickerInkling Small: 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/inkling-small/kat-coder-pro-v2 · Markdown: /api/v1/compare/inkling-small/kat-coder-pro-v2?format=md · llms.txt · agent skill