Ling 3.0 Flash vs Qwen3.8 Max (0902)

Ling 3.0 Flash vs Qwen3.8 Max (0902). 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 Max (0902)Off the frontier
Intelligence
45.40
Total cost
$4935
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 Max (0902)Difference
Intelligence (higher is better)20.145.4+125.9% Qwen3.8 Max (0902) is 2.3× more intelligent
Total AA cost (lower is better)Not reported$4,934.79— not comparable
End-to-end time (lower is better)10.53s65.39s+521.0% Qwen3.8 Max (0902) is 521.0% slower
Price per 1M tokens (in / out)$0.07 / $0.22$2.00 / $6.00
Input modalitiesTextText, Image
Open this matchup in the interactive pickerLing 3.0 Flash: what beats itQwen3.8 Max (0902): 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 · Markdown: /api/v1/compare/ling-3-0-flash/qwen3-8-max?format=md · llms.txt · agent skill