Kimi K2.7 Code vs Qwen3 4B (Reasoning)

Kimi K2.7 Code vs Qwen3 4B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

KimiKimi K2.7 CodeOff the frontier
Intelligence
25.80
Total cost
$993
AlibabaQwen3 4B (Reasoning)Not ranked · benchmark data missing
Intelligence
7.20
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 K2.7 CodeQwen3 4B (Reasoning)Difference
Intelligence (higher is better)25.87.2−72.1% Qwen3 4B (Reasoning) is 72.1% less intelligent
Total AA cost (lower is better)$992.88Not reported— not comparable
End-to-end time (lower is better)46.75sNot reported— not comparable
Price per 1M tokens (in / out)$0.95 / $4.00—
Input modalitiesText, Image, VideoText
Open this matchup in the interactive pickerKimi K2.7 Code: what beats itQwen3 4B (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-k2-7-code/qwen3-4b-instruct-reasoning · Markdown: /api/v1/compare/kimi-k2-7-code/qwen3-4b-instruct-reasoning?format=md · llms.txt · agent skill