Kimi K2.7 Code vs Qwen3.5 4B (Reasoning)

Kimi K2.7 Code vs Qwen3.5 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
AlibabaQwen3.5 4B (Reasoning)Not ranked · benchmark data missing
Intelligence
13.10
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 CodeQwen3.5 4B (Reasoning)Difference
Intelligence (higher is better)25.813.1−49.2% Qwen3.5 4B (Reasoning) is 49.2% less intelligent
Total AA cost (lower is better)$992.88Not reported— not comparable
End-to-end time (lower is better)46.75s170.08s+263.8% Qwen3.5 4B (Reasoning) is 263.8% slower
Price per 1M tokens (in / out)$0.95 / $4.00$0.03 / $0.15
Input modalitiesText, Image, VideoText, Image, Video
Open this matchup in the interactive pickerKimi K2.7 Code: what beats itQwen3.5 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/qwen3-5-4b · Markdown: /api/v1/compare/kimi-k2-7-code/qwen3-5-4b?format=md · llms.txt · agent skill