Claude Opus 4.7 (Non-reasoning, High) vs Kimi K3.1 Pro

Claude Opus 4.7 (Non-reasoning, High) vs Kimi K3.1 Pro. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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.

MetricClaude Opus 4.7 (Non-reasoning, High)Kimi K3.1 ProDifference
Intelligence (higher is better)30.955.1+78.3% Kimi K3.1 Pro is 78.3% more intelligent
Total AA cost (lower is better)Not reported$3,117.31— not comparable
End-to-end time (lower is better)11.72s42.64s+263.8% Kimi K3.1 Pro is 263.8% slower
Price per 1M tokens (in / out)$5.00 / $25.0$2.00 / $10.0
Input modalitiesText, ImageText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-opus-4-7-non-reasoning/kimi-k3-1-pro · Markdown: /api/v1/compare/claude-opus-4-7-non-reasoning/kimi-k3-1-pro?format=md · llms.txt · agent skill