Apertus 8B Instruct vs DeepSeek V4 Flash Vision (Max)

Apertus 8B Instruct vs DeepSeek V4 Flash Vision (Max). 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
-
DeepSeekDeepSeek V4 Flash Vision (Max)Off the frontier
Intelligence
34.80
Total cost
$1081
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 InstructDeepSeek V4 Flash Vision (Max)Difference
Intelligence (higher is better)4.834.8+625.0% DeepSeek V4 Flash Vis… is 7.2× more intelligent
Total AA cost (lower is better)Not reported$1,081.42— not comparable
End-to-end time (lower is better)7.29s15.95s+118.8% DeepSeek V4 Flash Vis… is 118.8% slower
Price per 1M tokens (in / out)$0.10 / $0.20$0.44 / $1.32
Input modalitiesTextText, Image
Open this matchup in the interactive pickerApertus 8B Instruct: what beats itDeepSeek V4 Flash Vision (Max): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/apertus-8b-instruct/deepseek-v4-flash-vision · Markdown: /api/v1/compare/apertus-8b-instruct/deepseek-v4-flash-vision?format=md · llms.txt · agent skill