Grok 4 vs Ling 3.0 Flash

Grok 4 vs Ling 3.0 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.

MetricGrok 4Ling 3.0 FlashDifference
Intelligence (higher is better)22.520.1−10.7% Ling 3.0 Flash is 10.7% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)13.47s10.63s−21.1% Ling 3.0 Flash is 21.1% faster
Price per 1M tokens (in / out)$3.00 / $15.0$0.07 / $0.22
Input modalitiesText, ImageText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/grok-4/ling-3-0-flash · Markdown: /api/v1/compare/grok-4/ling-3-0-flash?format=md · llms.txt · agent skill