Ling 3.1 Flash vs Ling-flash-2.0

Ling 3.1 Flash vs Ling-flash-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-flash-2.0Not ranked · benchmark data missing
Intelligence
7.80
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-flash-2.0Difference
Intelligence (higher is better)41.17.8−81.0% Ling-flash-2.0 is 81.0% less intelligent
Total AA cost (lower is better)$1,014.56Not reported— not comparable
End-to-end time (lower is better)13.66s112.62s+724.5% Ling-flash-2.0 is 724.5% slower
Price per 1M tokens (in / out)$0.30 / $0.90$0.14 / $0.57
Input modalitiesTextText
Open this matchup in the interactive pickerLing 3.1 Flash: what beats itLing-flash-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-flash-2-0 · Markdown: /api/v1/compare/ling-3-1-flash/ling-flash-2-0?format=md · llms.txt · agent skill