Cogito v2.1 (Reasoning) vs Qwen2.5 Coder Instruct 32B

Cogito v2.1 (Reasoning) vs Qwen2.5 Coder Instruct 32B. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Deep CogitoCogito v2.1 (Reasoning)Not ranked · benchmark data missing
Intelligence
-
Total cost
-
AlibabaQwen2.5 Coder Instruct 32BNot ranked · benchmark data missing
Intelligence
6.70
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.

MetricCogito v2.1 (Reasoning)Qwen2.5 Coder Instruct 32BDifference
Intelligence (higher is better)Not reported6.7— not comparable
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Input modalitiesTextText
Open this matchup in the interactive pickerCogito v2.1 (Reasoning): what beats itQwen2.5 Coder Instruct 32B: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/cogito-v2-1-reasoning/qwen2-5-coder-32b-instruct · Markdown: /api/v1/compare/cogito-v2-1-reasoning/qwen2-5-coder-32b-instruct?format=md · llms.txt · agent skill