Claude Sonnet 4.6 (Non-reasoning, Low) vs Gemma 4 31B (Non-reasoning)
Claude Sonnet 4.6 (Non-reasoning, Low) 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.
| Metric | Claude Sonnet 4.6 (Non-reasoning, Low) | Gemma 4 31B (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 23.3 | 13.9 | −40.3% Gemma 4 31B (Non-reas… is 40.3% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 11.12s | 10.80s | −2.9% Gemma 4 31B (Non-reas… is 2.9% faster |
| Price per 1M tokens (in / out) | $3.00 / $15.0 | $0.17 / $0.40 | |
| Input modalities | Text, Image | Text, Image, Video |
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-sonnet-4-6-non-reasoning-low-effort/gemma-4-31b-non-reasoning · Markdown: /api/v1/compare/claude-sonnet-4-6-non-reasoning-low-effort/gemma-4-31b-non-reasoning?format=md · llms.txt · agent skill