Claude Haiku 5.5 (Medium) vs Gemma 4 12B (Reasoning)

Claude Haiku 5.5 (Medium) vs Gemma 4 12B (Reasoning). 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.

MetricClaude Haiku 5.5 (Medium)Gemma 4 12B (Reasoning)Difference
Intelligence (higher is better)34.514.2−58.8% Gemma 4 12B (Reasonin… is 58.8% less intelligent
Total AA cost (lower is better)$56.36Not reported— not comparable
End-to-end time (lower is better)13.12s24.28s+85.1% Gemma 4 12B (Reasonin… is 85.1% slower
Price per 1M tokens (in / out)$0.10 / $0.50$0.10 / $0.30
Input modalitiesText, ImageText, Image, Speech, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-haiku-5-5-medium/gemma-4-12b · Markdown: /api/v1/compare/claude-haiku-5-5-medium/gemma-4-12b?format=md · llms.txt · agent skill