Claude Opus 4.8 (Max) vs Ling 3.0 Flash

Claude Opus 4.8 (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 Opus 4.8 (Max)Off the frontier
Intelligence
41.80
Total cost
$6874
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 Opus 4.8 (Max)Ling 3.0 FlashDifference
Intelligence (higher is better)41.820.1−51.9% Ling 3.0 Flash is 51.9% less intelligent
Total AA cost (lower is better)$6,873.86Not reported— not comparable
End-to-end time (lower is better)36.92s10.63s−71.2% Ling 3.0 Flash is 71.2% faster
Price per 1M tokens (in / out)$5.00 / $25.0$0.07 / $0.22
Input modalitiesText, ImageText
Open this matchup in the interactive pickerClaude Opus 4.8 (Max): 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/claude-opus-4-8/ling-3-0-flash · Markdown: /api/v1/compare/claude-opus-4-8/ling-3-0-flash?format=md · llms.txt · agent skill