Apertus 8B Instruct vs Qwen3 235B A22B 2507 Instruct

Apertus 8B Instruct 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.

Swiss AI InitiativeApertus 8B InstructNot ranked · benchmark data missing
Intelligence
4.80
Total cost
-
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.

MetricApertus 8B InstructQwen3 235B A22B 2507 InstructDifference
Intelligence (higher is better)4.812.0+150.0% Qwen3 235B A22B 2507 … is 2.5× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)7.38s11.36s+53.9% Qwen3 235B A22B 2507 … is 53.9% slower
Price per 1M tokens (in / out)$0.10 / $0.20$0.21 / $0.84
Input modalitiesTextText
Open this matchup in the interactive pickerApertus 8B Instruct: what beats itQwen3 235B A22B 2507 Instruct: what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/apertus-8b-instruct/qwen3-235b-a22b-instruct-2507 · Markdown: /api/v1/compare/apertus-8b-instruct/qwen3-235b-a22b-instruct-2507?format=md · llms.txt · agent skill