Claude Sonnet 4.6 (Max) vs Ling 3.0 Flash

Claude Sonnet 4.6 (Max) 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.

AnthropicClaude Sonnet 4.6 (Max)Off the frontier
Intelligence
30.10
Total cost
$4925
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.

MetricClaude Sonnet 4.6 (Max)Ling 3.0 FlashDifference
Intelligence (higher is better)30.120.1−33.2% Ling 3.0 Flash is 33.2% less intelligent
Total AA cost (lower is better)$4,924.80Not reported— not comparable
End-to-end time (lower is better)101.20s11.78s−88.4% Ling 3.0 Flash is 88.4% faster
Price per 1M tokens (in / out)$3.00 / $15.0$0.07 / $0.22
Input modalitiesText, ImageText
Open this matchup in the interactive pickerClaude Sonnet 4.6 (Max): what beats itLing 3.0 Flash: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-sonnet-4-6-adaptive/ling-3-0-flash · Markdown: /api/v1/compare/claude-sonnet-4-6-adaptive/ling-3-0-flash?format=md · llms.txt · agent skill