Kimi K2.7 Code vs Ling 3.0 Flash

Kimi K2.7 Code vs Ling 3.0 Flash. 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
InclusionAILing 3.0 FlashNot ranked · benchmark data missing
Intelligence
20.10
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 CodeLing 3.0 FlashDifference
Intelligence (higher is better)25.820.1−22.1% Ling 3.0 Flash is 22.1% less intelligent
Total AA cost (lower is better)$992.88Not reported— not comparable
End-to-end time (lower is better)46.75s10.63s−77.3% Ling 3.0 Flash is 77.3% faster
Price per 1M tokens (in / out)$0.95 / $4.00$0.07 / $0.22
Input modalitiesText, Image, VideoText
Open this matchup in the interactive pickerKimi K2.7 Code: what beats itLing 3.0 Flash: 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/ling-3-0-flash · Markdown: /api/v1/compare/kimi-k2-7-code/ling-3-0-flash?format=md · llms.txt · agent skill