Kimi K3.1 Pro vs Qwen3.5 4B (Non-reasoning)
Kimi K3.1 Pro vs Qwen3.5 4B (Non-reasoning). 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 K3.1 Pro | Qwen3.5 4B (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 55.1 | 10.8 | −80.4% Qwen3.5 4B (Non-reaso… is 80.4% less intelligent |
| Total AA cost (lower is better) | $3,117.31 | Not reported | — not comparable |
| End-to-end time (lower is better) | 55.12s | 27.63s | −49.9% Qwen3.5 4B (Non-reaso… is 49.9% faster |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $0.03 / $0.15 | |
| Input modalities | Text, Image | Text, Image, Video |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/kimi-k3-1-pro/qwen3-5-4b-non-reasoning · Markdown: /api/v1/compare/kimi-k3-1-pro/qwen3-5-4b-non-reasoning?format=md · llms.txt · agent skill