Ling 3.0 Flash vs Qwen3.8 Max

Ling 3.0 Flash vs Qwen3.8 Max. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

InclusionAILing 3.0 FlashNot ranked · benchmark data missing
Intelligence
20.10
Total cost
-
AlibabaQwen3.8 MaxOff the frontier
Intelligence
40.20
Total cost
$3172
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 3.0 FlashQwen3.8 MaxDifference
Intelligence (higher is better)20.140.2+100.0% Qwen3.8 Max is 2.0× more intelligent
Total AA cost (lower is better)Not reported$3,172.37— not comparable
End-to-end time (lower is better)10.53s64.64s+513.9% Qwen3.8 Max is 513.9% slower
Price per 1M tokens (in / out)$0.07 / $0.22$2.00 / $6.00
Input modalitiesTextText, Image, Video
Open this matchup in the interactive pickerLing 3.0 Flash: what beats itQwen3.8 Max: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/ling-3-0-flash/qwen3-8-max-0803 · Markdown: /api/v1/compare/ling-3-0-flash/qwen3-8-max-0803?format=md · llms.txt · agent skill