Grok 4.1 Fast (Non-reasoning) vs Ling 3.0 Flash

Grok 4.1 Fast (Non-reasoning) 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.

SpaceXAIGrok 4.1 Fast (Non-reasoning)Not ranked · benchmark data missing
Intelligence
11.30
Total cost
-
InclusionAILing 3.0 FlashNot ranked · benchmark data missing
Intelligence
20.10
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.

MetricGrok 4.1 Fast (Non-reasoning)Ling 3.0 FlashDifference
Intelligence (higher is better)11.320.1+77.9% Ling 3.0 Flash is 77.9% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported10.63s— not comparable
Price per 1M tokens (in / out)—$0.07 / $0.22
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGrok 4.1 Fast (Non-reasoning): what beats itLing 3.0 Flash: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/grok-4-1-fast/ling-3-0-flash · Markdown: /api/v1/compare/grok-4-1-fast/ling-3-0-flash?format=md · llms.txt · agent skill