Apertus 8B Instruct vs Gemini 3.5 Flash (High)

Apertus 8B Instruct vs Gemini 3.5 Flash (High). 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 InstructGemini 3.5 Flash (High)Difference
Intelligence (higher is better)4.832.6+579.2% Gemini 3.5 Flash (Hig… is 6.8× more intelligent
Total AA cost (lower is better)Not reported$4,222.12— not comparable
End-to-end time (lower is better)7.35s16.65s+126.5% Gemini 3.5 Flash (Hig… is 126.5% slower
Price per 1M tokens (in / out)$0.10 / $0.20$1.50 / $9.00
Input modalitiesTextText, Image, Speech, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/apertus-8b-instruct/gemini-3-5-flash · Markdown: /api/v1/compare/apertus-8b-instruct/gemini-3-5-flash?format=md · llms.txt · agent skill