Apertus 8B Instruct vs Magistral Small 1.2

Apertus 8B Instruct vs Magistral Small 1.2. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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 InstructMagistral Small 1.2Difference
Intelligence (higher is better)4.88.6+79.2% Magistral Small 1.2 is 79.2% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)7.29s33.47s+359.1% Magistral Small 1.2 is 359.1% slower
Price per 1M tokens (in / out)$0.10 / $0.20$0.50 / $1.50
Input modalitiesTextText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/apertus-8b-instruct/magistral-small-2509 · Markdown: /api/v1/compare/apertus-8b-instruct/magistral-small-2509?format=md · llms.txt · agent skill