ChatGPT vs DeepSeek for Math
ChatGPT edges out DeepSeek for general math with superior GPQA Diamond scores (92.8% vs 82.4%), but DeepSeek's R1 model surprisingly outperforms on pure competition math (AIME: 93.1%), making it the better choice for serious mathematicians on a budget. For most users needing math help, ChatGPT's higher overall reasoning capability plus integrated tools justifies the cost, though DeepSeek is compelling if you're working on specialized math problems and want to save money.
Head-to-Head for Math
| Criteria | ChatGPT | DeepSeek | Winner |
|---|---|---|---|
| Advanced Math Reasoning (GPQA Diamond) | Excellent performance at 92.8% | Strong at 82.4%, slightly lower | ChatGPT |
| Competition Math (AIME 2025) | No benchmark data available | Outstanding 93.1% accuracy | DeepSeek |
| Extended Reasoning Capabilities | Extended thinking mode available | Dedicated R1 reasoning model | Tie |
| Computational Verification | Full code execution supported | No code execution capability | ChatGPT |
| Cost for Math Work | Higher API and subscription costs | Much more affordable pricing | DeepSeek |
Advanced Math Reasoning (GPQA Diamond)
ChatGPT
Excellent performance at 92.8%
DeepSeek
Strong at 82.4%, slightly lower
Competition Math (AIME 2025)
ChatGPT
No benchmark data available
DeepSeek
Outstanding 93.1% accuracy
Extended Reasoning Capabilities
ChatGPT
Extended thinking mode available
DeepSeek
Dedicated R1 reasoning model
Computational Verification
ChatGPT
Full code execution supported
DeepSeek
No code execution capability
Cost for Math Work
ChatGPT
Higher API and subscription costs
DeepSeek
Much more affordable pricing
See Them Answer a Math Question
We asked both models the same math-focused prompt.
“Solve the integral ∫(x²·eˣ)dx step by step, then verify your answer by differentiating the result.”
Solve the integral ∫(x²·eˣ)dx step by step, then verify your answer by differentiating the result.
We want to compute
using integration by parts.
Step 1: First integration by parts
Recall:
Choose:
Apply the formula:
So now we need to compute:
Thus,
Step 2: Second integration by parts
Now evaluate:
Choose:
Apply integration by parts:
So,
Step 3: Substitute back
From Step 1:
Substitute the result:
Distribute the :
Factor out :
Final Answer
Step 4: Verify by differentiating
Differentiate:
Use the product rule:
Factor out :
Simplify inside:
So:
which matches the integrand.
So the result is verified:
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Detailed Breakdown
When it comes to mathematics, DeepSeek holds a surprisingly strong edge over ChatGPT — particularly for users who need rigorous symbolic reasoning, proof work, or competitive-level problem solving.
DeepSeek's benchmark numbers tell a compelling story. On AIME 2025 — one of the most respected tests of advanced mathematical reasoning — DeepSeek scores an impressive 93.1%. ChatGPT does not publish a comparable AIME score, but its GPQA Diamond score of 92.8% versus DeepSeek's 82.4% suggests ChatGPT has the broader scientific knowledge base. For pure math depth, though, DeepSeek's dedicated reasoning model (DeepSeek R1) is purpose-built for the kind of step-by-step chain-of-thought work that hard math demands. Think olympiad-style geometry proofs, number theory derivations, or multi-step calculus problems where showing your work matters as much as getting the right answer.
ChatGPT is no slouch at math — GPT-5.4 handles algebra, calculus, statistics, and linear algebra competently, and its code execution capability is a genuine advantage. Need to verify a result numerically? ChatGPT can run Python inline, plot a function, or check a symbolic result with a quick scipy or sympy call. That tool-augmented workflow (reflected in its 52.1% Humanity's Last Exam with-tools score) gives it a practical edge for applied math in data science, engineering, or finance contexts.
DeepSeek's strength is in pure reasoning without scaffolding. For graduate-level proofs, abstract algebra, or real analysis, DeepSeek R1's extended thinking mode produces detailed, structured derivations that rival what you'd get from a knowledgeable tutor. It's also free at the generous tier and extremely cheap via API — making it attractive for students or researchers running many queries.
Where ChatGPT pulls ahead is accessibility and workflow integration. If you're doing applied math — building a statistical model, debugging a numerical simulation, or combining math with chart generation — ChatGPT's file uploads, code interpreter, and image output create a more complete environment. For a high school student or working professional, the guided, interactive experience is also easier to navigate.
Recommendation: For competitive math, advanced proof work, or budget-conscious users focused purely on mathematical reasoning, DeepSeek (especially with R1) is the better choice. For applied math, data analysis, or workflows that mix math with code execution and visualization, ChatGPT's integrated toolset wins. If you only care about getting hard math problems solved step-by-step for free, start with DeepSeek.
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