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

Claude Haiku 5.5 (High) 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.

AnthropicClaude Haiku 5.5 (High)On the frontier
Intelligence
37.80
Total cost
$94.1
GoogleGemma 4 12B (Reasoning)Not ranked · benchmark data missing
Intelligence
14.20
Total cost
-
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 (High)Gemma 4 12B (Reasoning)Difference
Intelligence (higher is better)37.814.2−62.4% Gemma 4 12B (Reasonin… is 62.4% less intelligent
Total AA cost (lower is better)$94.07Not reported— not comparable
End-to-end time (lower is better)28.27s24.65s−12.8% Gemma 4 12B (Reasonin… is 12.8% faster
Price per 1M tokens (in / out)$0.10 / $0.50$0.10 / $0.30
Input modalitiesText, ImageText, Image, Speech, Video
Open this matchup in the interactive pickerClaude Haiku 5.5 (High): what beats itGemma 4 12B (Reasoning): what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-haiku-5-5-high/gemma-4-12b · Markdown: /api/v1/compare/claude-haiku-5-5-high/gemma-4-12b?format=md · llms.txt · agent skill