Claude 3.7 Sonnet (Non-reasoning) vs o4-mini (High)

Claude 3.7 Sonnet (Non-reasoning) vs o4-mini (High). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

AnthropicClaude 3.7 Sonnet (Non-reasoning)Not ranked · benchmark data missing
Intelligence
15.30
Total cost
-
OpenAIo4-mini (High)Not ranked · benchmark data missing
Intelligence
16.70
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 3.7 Sonnet (Non-reasoning)o4-mini (High)Difference
Intelligence (higher is better)15.316.7+9.2% o4-mini (High) is 9.2% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported28.44s— not comparable
Price per 1M tokens (in / out)$3.00 / $15.0$1.10 / $4.40
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerClaude 3.7 Sonnet (Non-reasoning): what beats ito4-mini (High): what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-3-7-sonnet/o4-mini · Markdown: /api/v1/compare/claude-3-7-sonnet/o4-mini?format=md · llms.txt · agent skill