Ling 3.0 Flash vs Qwen3.7 Max

Ling 3.0 Flash vs Qwen3.7 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
-
AlibabaQwen3.7 MaxOff the frontier
Intelligence
29.50
Total cost
$2277
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 FlashQwen3.7 MaxDifference
Intelligence (higher is better)20.129.5+46.8% Qwen3.7 Max is 46.8% more intelligent
Total AA cost (lower is better)Not reported$2,277.12— not comparable
End-to-end time (lower is better)10.53s16.67s+58.3% Qwen3.7 Max is 58.3% slower
Price per 1M tokens (in / out)$0.07 / $0.22$2.50 / $7.50
Input modalitiesTextText
Open this matchup in the interactive pickerLing 3.0 Flash: what beats itQwen3.7 Max: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/ling-3-0-flash/qwen3-7-max · Markdown: /api/v1/compare/ling-3-0-flash/qwen3-7-max?format=md · llms.txt · agent skill