Claude 4.5 Haiku (Reasoning) vs Gemma 4 12B (Reasoning)

Claude 4.5 Haiku (Reasoning) 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 4.5 Haiku (Reasoning)Gemma 4 12B (Reasoning)Difference
Intelligence (higher is better)16.914.2−16.0% Gemma 4 12B (Reasonin… is 16.0% less intelligent
Total AA cost (lower is better)$594.08Not reported— not comparable
End-to-end time (lower is better)24.38s24.28s−0.4% Gemma 4 12B (Reasonin… is 0.4% faster
Price per 1M tokens (in / out)$1.00 / $5.00$0.10 / $0.30
Input modalitiesText, ImageText, Image, Speech, Video
Matchup

Compare something else

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