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2026 ranking

Best AI for Math

From homework to formal proofs — which model actually does the arithmetic right.

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No credit card · run the same prompt across all 4 models in one window

Math is the use case where AI used to be unreliable and is now, with reasoning-mode models, surprisingly strong — but with caveats. The frontier reasoning models (OpenAI's o-series, Claude's thinking mode, Gemini's deep-think) solve problems that stumped earlier AIs. They also still make arithmetic mistakes that any pocket calculator wouldn't.

Below is the practical ranking for everyday math, plus what to do when the answer matters.

Best for hard problems

ChatGPT (o-series / o1) wins for math and reasoning

OpenAI's reasoning models lead on most math benchmarks (AIME, MATH, FrontierMath). For multi-step problems that need real chain-of-thought, this is the model to use. Claude's thinking mode is a close second and often produces clearer working.

Try this prompt

Solve this problem step by step. Show every step. After the solution, check your arithmetic by computing each step a different way. Problem: [paste]

All four models, ranked for math and reasoning

1

ChatGPT (o1 / o3) recommended

Score 9.5/10

Strength

Leading benchmarks on hard problems; deep multi-step reasoning.

Weakness

Slower and more expensive per query.

When to use

Olympiad-style problems, competition math, advanced proofs.

2

Claude (with thinking)

Score 9.2/10

Strength

Clearest working, strong on word problems and applied math.

Weakness

Slightly behind o-series on competition-style.

When to use

Word problems, applied calculations, math tutoring.

3

Gemini 2 Pro (Deep Think)

Score 8.9/10

Strength

Strong reasoning; integrates with Wolfram/code execution.

Weakness

Inconsistent on very symbolic work.

When to use

Mixed numerical + symbolic problems.

4

Grok 3

Score 8.4/10

Strength

Surprisingly strong, willing to commit to an answer.

Weakness

Less explanation than the others by default.

When to use

Quick verifications, second opinions.

What we actually measure for math and reasoning

Arithmetic accuracy

Does it actually compute the numbers right?

Reasoning depth

Will it follow multi-step proofs without losing the thread?

Showing work

Can you see every step, or does it skip to the answer?

Self-checking

Will it verify its own arithmetic when asked?

FAQ

Best AI for school math?

Claude for tutoring (shows clearest work). Always have it explain step-by-step, not just give the answer.

Best AI for statistics?

Compute in real software (R, Python). Use AI to explain and write about the result.

Will AI get my homework right?

Usually. Sometimes not. Always check the final arithmetic against a calculator.

How do I avoid math hallucinations?

Ask for steps, then ask the model to verify each step a different way. Or run two models in MultipleChat and compare.

Don't pick — use all four

MultipleChat lets you run the same prompt across ChatGPT, Claude, Gemini and Grok side-by-side. Verify the ranking on your actual work, not someone else's benchmark.

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Also see: Which AI should I use? (quiz) · Best AI for other tasks · AI for your profession

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