Claude 2.1 vs Claude 4 Sonnet (Reasoning)
Claude 2.1 vs Claude 4 Sonnet (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 2.1 | Claude 4 Sonnet (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 5.6 | 18.9 | +237.5% Claude 4 Sonnet (Reas… is 3.4× more intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | Not reported | Not reported | — not comparable |
| Input modalities | Text | Text, Image |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-21/claude-4-sonnet-thinking · Markdown: /api/v1/compare/claude-21/claude-4-sonnet-thinking?format=md · llms.txt · agent skill