Kimi K3.1 Pro vs MiniMax-M2.7

Kimi K3.1 Pro vs MiniMax-M2.7. 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
MiniMaxMiniMax-M2.7Not ranked · benchmark data missing
Intelligence
22.80
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 ProMiniMax-M2.7Difference
Intelligence (higher is better)55.122.8−58.6% MiniMax-M2.7 is 58.6% less intelligent
Total AA cost (lower is better)$3,117.31Not reported— not comparable
End-to-end time (lower is better)42.64s59.33s+39.1% MiniMax-M2.7 is 39.1% slower
Price per 1M tokens (in / out)$2.00 / $10.0$0.30 / $1.20
Input modalitiesText, ImageText
Open this matchup in the interactive pickerKimi K3.1 Pro: what beats itMiniMax-M2.7: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/kimi-k3-1-pro/minimax-m2-7 · Markdown: /api/v1/compare/kimi-k3-1-pro/minimax-m2-7?format=md · llms.txt · agent skill