Ling-flash-2.0 vs Qwen3 32B (Non-reasoning)

Ling-flash-2.0 vs Qwen3 32B (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

InclusionAILing-flash-2.0Not ranked · benchmark data missing
Intelligence
7.80
Total cost
-
AlibabaQwen3 32B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
7.30
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.

MetricLing-flash-2.0Qwen3 32B (Non-reasoning)Difference
Intelligence (higher is better)7.87.3−6.4% Qwen3 32B (Non-reason… is 6.4% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)112.65s9.67s−91.4% Qwen3 32B (Non-reason… is 91.4% faster
Price per 1M tokens (in / out)$0.14 / $0.57$0.15 / $0.60
Input modalitiesTextText
Open this matchup in the interactive pickerLing-flash-2.0: what beats itQwen3 32B (Non-reasoning): 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-flash-2-0/qwen3-32b-instruct · Markdown: /api/v1/compare/ling-flash-2-0/qwen3-32b-instruct?format=md · llms.txt · agent skill