Math is where reasoning models pull ahead

Best AI for Math
Reasoning Beats Polish

On hard math, the model that shows its work usually wins. DeepSeek V4 Pro and Claude Opus 4.6 are reasoning-heavy; GPT-5 is faster but less rigorous. CouncilMind runs them all on your problem and shows the work.

Reasoning Trace Visible
Hard Problems Where it matters
Verification Built-in
CouncilMind
🎯 Claude Opus 4.6

GPT-5: The integral evaluates to π/2 by symmetry of the integrand.

🧠 GPT-5.5

DeepSeek V4 Pro [reasoning]: Verifying. Substitute u = ... Apply ... Yes, the symmetry argument holds; the result is π/2.

🔬 DeepSeek V4

Synthesis: π/2 is correct; DeepSeek's verification gives you a defensible derivation.

Same answer, with the reasoning trace

Why Math Needs Multiple Models

A wrong answer with confidence is worse than 'I don't know'

Visible Reasoning Trace

DeepSeek V4 Pro shows every step. Mistakes become inspectable.

Cross-Verification

Two models arriving at the same answer via different paths is much stronger evidence than one model's claim.

Skeptic Pass

Run any answer through a skeptic to find counter-examples or unjustified steps.

The Math Workflow

Show the work, then verify

1

Submit the Problem

Algebra, calculus, proof, applied—anything.

2

Reasoning Models Work

DeepSeek V4 Pro and Claude Opus 4.6 show their work; GPT-5 produces the polished answer.

3

Read the Verification

A skeptic pass either confirms the work or surfaces the gap.

Find the Best AI for Your Math

Free tier. Premium reasoning included.