Ling 3.1 Flash vs Ling-mini-2.0

Ling 3.1 Flash vs Ling-mini-2.0. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

InclusionAILing 3.1 FlashOff the frontier
Intelligence
41.10
Total cost
$1015
InclusionAILing-mini-2.0Not ranked · benchmark data missing
Intelligence
5.50
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.

MetricLing 3.1 FlashLing-mini-2.0Difference
Intelligence (higher is better)41.15.5−86.6% Ling-mini-2.0 is 86.6% less intelligent
Total AA cost (lower is better)$1,014.56Not reported— not comparable
End-to-end time (lower is better)13.66sNot reported— not comparable
Price per 1M tokens (in / out)$0.30 / $0.90—
Input modalitiesTextText
Open this matchup in the interactive pickerLing 3.1 Flash: what beats itLing-mini-2.0: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/ling-3-1-flash/ling-mini-2-0 · Markdown: /api/v1/compare/ling-3-1-flash/ling-mini-2-0?format=md · llms.txt · agent skill