Ling 3.0 Flash vs Ministral 3 8B

Ling 3.0 Flash vs Ministral 3 8B. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

InclusionAILing 3.0 FlashNot ranked · benchmark data missing
Intelligence
20.10
Total cost
-
MistralMinistral 3 8BOff the frontier
Intelligence
5.50
Total cost
$27.5
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 3.0 FlashMinistral 3 8BDifference
Intelligence (higher is better)20.15.5−72.6% Ministral 3 8B is 72.6% less intelligent
Total AA cost (lower is better)Not reported$27.47— not comparable
End-to-end time (lower is better)12.48s4.92s−60.6% Ministral 3 8B is 60.6% faster
Price per 1M tokens (in / out)$0.07 / $0.22$0.15 / $0.15
Input modalitiesTextText, Image
Open this matchup in the interactive pickerLing 3.0 Flash: what beats itMinistral 3 8B: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/ling-3-0-flash/ministral-3-8b · Markdown: /api/v1/compare/ling-3-0-flash/ministral-3-8b?format=md · llms.txt · agent skill