Ling-flash-2.0 vs Qwen3 30B A3B 2507 Instruct

Ling-flash-2.0 vs Qwen3 30B A3B 2507 Instruct. 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 30B A3B 2507 InstructNot ranked · benchmark data missing
Intelligence
7.50
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 30B A3B 2507 InstructDifference
Intelligence (higher is better)7.87.5−3.8% Qwen3 30B A3B 2507 In… is 3.8% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)103.32s3.39s−96.7% Qwen3 30B A3B 2507 In… is 96.7% faster
Price per 1M tokens (in / out)$0.14 / $0.57$0.10 / $0.30
Input modalitiesTextText
Open this matchup in the interactive pickerLing-flash-2.0: what beats itQwen3 30B A3B 2507 Instruct: 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/qwen3-30b-a3b-2507 · Markdown: /api/v1/compare/ling-flash-2-0/qwen3-30b-a3b-2507?format=md · llms.txt · agent skill