Gemini 2.5 Flash (Reasoning) vs Ling 3.1 Flash

Gemini 2.5 Flash (Reasoning) vs Ling 3.1 Flash. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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.

MetricGemini 2.5 Flash (Reasoning)Ling 3.1 FlashDifference
Intelligence (higher is better)13.141.1+213.7% Ling 3.1 Flash is 3.1× more intelligent
Total AA cost (lower is better)Not reported$1,014.56— not comparable
End-to-end time (lower is better)20.54s13.66s−33.5% Ling 3.1 Flash is 33.5% faster
Price per 1M tokens (in / out)$0.30 / $2.50$0.30 / $0.90
Input modalitiesText, Image, Speech, VideoText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-2-5-flash-reasoning/ling-3-1-flash · Markdown: /api/v1/compare/gemini-2-5-flash-reasoning/ling-3-1-flash?format=md · llms.txt · agent skill