Claude Fable 5.1 (Low, Default Fallback) vs Gemma 4 31B (Non-reasoning)

Claude Fable 5.1 (Low, Default Fallback) vs Gemma 4 31B (Non-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 Fable 5.1 (Low, Default Fallback)Gemma 4 31B (Non-reasoning)Difference
Intelligence (higher is better)46.813.9−70.3% Gemma 4 31B (Non-reas… is 70.3% less intelligent
Total AA cost (lower is better)$3,157.66Not reported— not comparable
End-to-end time (lower is better)10.89s11.13s+2.2% Gemma 4 31B (Non-reas… is 2.2% slower
Price per 1M tokens (in / out)$10.0 / $50.0$0.17 / $0.40
Input modalitiesText, ImageText, Image, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-fable-5-1-low/gemma-4-31b-non-reasoning · Markdown: /api/v1/compare/claude-fable-5-1-low/gemma-4-31b-non-reasoning?format=md · llms.txt · agent skill