Ling 3.0 Flash vs Qwen3 Coder Next

Ling 3.0 Flash vs Qwen3 Coder Next. 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 Coder NextOff the frontier
Intelligence
9.20
Total cost
$405
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 Coder NextDifference
Intelligence (higher is better)20.19.2−54.2% Qwen3 Coder Next is 54.2% less intelligent
Total AA cost (lower is better)Not reported$405.10— not comparable
End-to-end time (lower is better)10.63s6.44s−39.4% Qwen3 Coder Next is 39.4% faster
Price per 1M tokens (in / out)$0.07 / $0.22$0.31 / $1.00
Input modalitiesTextText
Open this matchup in the interactive pickerLing 3.0 Flash: what beats itQwen3 Coder Next: 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-coder-next · Markdown: /api/v1/compare/ling-3-0-flash/qwen3-coder-next?format=md · llms.txt · agent skill