LongCat 2.0 vs Qwen3 235B A22B 2507 Instruct

LongCat 2.0 vs Qwen3 235B A22B 2507 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 235B A22B 2507 InstructNot ranked · benchmark data missing
Intelligence
12.00
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 235B A22B 2507 InstructDifference
Intelligence (higher is better)19.112.0−37.2% Qwen3 235B A22B 2507 … is 37.2% less intelligent
Total AA cost (lower is better)$544.74Not reported— not comparable
End-to-end time (lower is better)37.67s10.44s−72.3% Qwen3 235B A22B 2507 … is 72.3% faster
Price per 1M tokens (in / out)$0.75 / $2.95$0.21 / $0.84
Input modalitiesTextText
Open this matchup in the interactive pickerLongCat 2.0: what beats itQwen3 235B A22B 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/longcat-2-0/qwen3-235b-a22b-instruct-2507 · Markdown: /api/v1/compare/longcat-2-0/qwen3-235b-a22b-instruct-2507?format=md · llms.txt · agent skill