Kimi K2.6 (Non-reasoning) vs Kimi K3.1 Pro
Kimi K2.6 (Non-reasoning) 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.
| Metric | Kimi K2.6 (Non-reasoning) | Kimi K3.1 Pro | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 23.6 | 55.1 | +133.5% Kimi K3.1 Pro is 2.3× more intelligent |
| Total AA cost (lower is better) | Not reported | $3,117.31 | — not comparable |
| End-to-end time (lower is better) | 7.83s | 49.55s | +532.8% Kimi K3.1 Pro is 532.8% slower |
| Price per 1M tokens (in / out) | $0.95 / $4.00 | $2.00 / $10.0 | |
| Input modalities | Text, Image, Video | Text, Image |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/kimi-k2-6-non-reasoning/kimi-k3-1-pro · Markdown: /api/v1/compare/kimi-k2-6-non-reasoning/kimi-k3-1-pro?format=md · llms.txt · agent skill