GPT-4.1 mini vs Ling-3.0-flash-VL

GPT-4.1 mini 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.

OpenAIGPT-4.1 miniNot ranked · benchmark data missing
Intelligence
10.20
Total cost
-
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.

MetricGPT-4.1 miniLing-3.0-flash-VLDifference
Intelligence (higher is better)10.224.6+141.2% Ling-3.0-flash-VL is 2.4× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)3.88sNot reported— not comparable
Price per 1M tokens (in / out)$0.40 / $1.60—
Input modalitiesText, ImageText, Image, Video
Open this matchup in the interactive pickerGPT-4.1 mini: 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/gpt-4-1-mini/ling-3-0-flash-vl · Markdown: /api/v1/compare/gpt-4-1-mini/ling-3-0-flash-vl?format=md · llms.txt · agent skill