Which model handles math better? We compare Claude Sonnet 4.5's careful reasoning against Gemini 3 Flash's speed across five mathematical dimensions.
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Task-specific scoring for math workloads across 5 dimensions.
| Dimension | Claude Sonnet 4.5 | Gemini 3 Flash | Edge |
|---|---|---|---|
| Step-by-step Reasoning | Exceptionally detailed reasoning chains with self-correction. Shows all intermediate work. | Faster but less thorough. Sometimes skips steps and more prone to arithmetic errors. | |
| Symbolic Math | Strong at complex symbolic manipulation including integration, series, and matrix algebra. | Handles basic algebra well. Less reliable on advanced calculus and abstract algebra. | |
| Word Problems | Carefully reads and extracts all constraints. Excellent at identifying hidden conditions. | Good at straightforward word problems. May miss constraints in complex multi-part questions. | |
| Statistical Analysis | Rigorous about test assumptions and prerequisites. Precise with edge cases. | Fast basic statistics. Good enough for common tests when speed matters. | |
| Proof Construction | Handles formal proofs reliably including induction, contradiction, and direct proofs. | Weaker at formal proofs. Better suited to numerical computation than theoretical math. |
Pick Claude Sonnet 4.5 for any math task where accuracy matters: exam prep, problem sets, proofs, statistical analysis, and research-grade computation.
Pick Gemini 3 Flash for quick mental-math-style calculations, basic arithmetic, and situations where getting a fast approximate answer is more valuable than a perfect one.
Claude Sonnet 4.5 dominates all five math dimensions. Its meticulous reasoning and self-correction make it the clear choice for any task requiring mathematical accuracy. Gemini 3 Flash is only preferable for quick, low-stakes calculations where speed outweighs precision.
Use LLMWise Compare mode to test Claude Sonnet 4.5 vs Gemini 3 Flash on your own math prompts.
You only pay credits per request. No monthly subscription. Paid credits never expire.
Replace multiple AI subscriptions with one wallet that includes routing, failover, and optimization.