Apriel-v1.5-15B-Thinker vs Kimi K3.1 Pro

Apriel-v1.5-15B-Thinker 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.

MetricApriel-v1.5-15B-ThinkerKimi K3.1 ProDifference
Intelligence (higher is better)13.855.1+299.3% Kimi K3.1 Pro is 4.0× more intelligent
Total AA cost (lower is better)Not reported$3,117.31— not comparable
End-to-end time (lower is better)Not reported50.87s— not comparable
Price per 1M tokens (in / out)$0.00 / $0.00$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/apriel-v1-5-15b-thinker/kimi-k3-1-pro · Markdown: /api/v1/compare/apriel-v1-5-15b-thinker/kimi-k3-1-pro?format=md · llms.txt · agent skill