Kimi K2.7 Code vs Ling-3.0-flash-VL

Kimi K2.7 Code vs Ling-3.0-flash-VL. 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-flash-VLNot ranked · benchmark data missing
Intelligence
24.60
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 K2.7 CodeLing-3.0-flash-VLDifference
Intelligence (higher is better)25.824.6−4.7% Ling-3.0-flash-VL is 4.7% 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, Image, Video
Open this matchup in the interactive pickerKimi K2.7 Code: what beats itLing-3.0-flash-VL: 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-vl · Markdown: /api/v1/compare/kimi-k2-7-code/ling-3-0-flash-vl?format=md · llms.txt · agent skill