Ling 3.1 Flash 1019 vs Nova Pro

Ling 3.1 Flash 1019 vs Nova Pro. 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 Flash 1019Off the frontier
Intelligence
43.90
Total cost
$1552
AmazonNova ProNot ranked · benchmark data missing
Intelligence
7.00
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 Flash 1019Nova ProDifference
Intelligence (higher is better)43.97.0−84.1% Nova Pro is 84.1% less intelligent
Total AA cost (lower is better)$1,551.81Not reported— not comparable
End-to-end time (lower is better)Not reported4.90s— not comparable
Price per 1M tokens (in / out)$0.30 / $0.90$0.80 / $3.20
Input modalitiesTextText, Image, Video
Open this matchup in the interactive pickerLing 3.1 Flash 1019: what beats itNova Pro: 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-1019/nova-pro · Markdown: /api/v1/compare/ling-3-1-flash-1019/nova-pro?format=md · llms.txt · agent skill