LongCat 2.0 vs Qwen3 Next 80B A3B Instruct

LongCat 2.0 vs Qwen3 Next 80B A3B Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

LongCatLongCat 2.0Off the frontier
Intelligence
19.10
Total cost
$545
AlibabaQwen3 Next 80B A3B InstructNot ranked · benchmark data missing
Intelligence
9.60
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.

MetricLongCat 2.0Qwen3 Next 80B A3B InstructDifference
Intelligence (higher is better)19.19.6−49.7% Qwen3 Next 80B A3B In… is 49.7% less intelligent
Total AA cost (lower is better)$544.74Not reported— not comparable
End-to-end time (lower is better)37.06s4.52s−87.8% Qwen3 Next 80B A3B In… is 87.8% faster
Price per 1M tokens (in / out)$0.75 / $2.95$0.10 / $1.10
Input modalitiesTextText
Open this matchup in the interactive pickerLongCat 2.0: what beats itQwen3 Next 80B A3B Instruct: what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/longcat-2-0/qwen3-next-80b-a3b-instruct · Markdown: /api/v1/compare/longcat-2-0/qwen3-next-80b-a3b-instruct?format=md · llms.txt · agent skill