Kimi K3.1 Pro vs Nova Pro

Kimi K3.1 Pro vs Nova Pro. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

KimiKimi K3.1 ProOn the frontier
Intelligence
55.10
Total cost
$3117
AmazonNova ProNot ranked · benchmark data missing
Intelligence
7.00
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.

MetricKimi K3.1 ProNova ProDifference
Intelligence (higher is better)55.17.0−87.3% Nova Pro is 87.3% less intelligent
Total AA cost (lower is better)$3,117.31Not reported— not comparable
End-to-end time (lower is better)42.64s4.90s−88.5% Nova Pro is 88.5% faster
Price per 1M tokens (in / out)$2.00 / $10.0$0.80 / $3.20
Input modalitiesText, ImageText, Image, Video
Open this matchup in the interactive pickerKimi K3.1 Pro: what beats itNova Pro: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/kimi-k3-1-pro/nova-pro · Markdown: /api/v1/compare/kimi-k3-1-pro/nova-pro?format=md · llms.txt · agent skill