Kimi K3.1 Pro vs Qwen3 4B (Non-reasoning)

Kimi K3.1 Pro vs Qwen3 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.

KimiKimi K3.1 ProOn the frontier
Intelligence
55.10
Total cost
$3117
AlibabaQwen3 4B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
6.60
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 ProQwen3 4B (Non-reasoning)Difference
Intelligence (higher is better)55.16.6−88.0% Qwen3 4B (Non-reasoni… is 88.0% less intelligent
Total AA cost (lower is better)$3,117.31Not reported— not comparable
End-to-end time (lower is better)42.64sNot reported— not comparable
Price per 1M tokens (in / out)$2.00 / $10.0—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerKimi K3.1 Pro: what beats itQwen3 4B (Non-reasoning): 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/qwen3-4b-instruct · Markdown: /api/v1/compare/kimi-k3-1-pro/qwen3-4b-instruct?format=md · llms.txt · agent skill