ChatGPT vs Grok for Math

ChatGPT significantly outperforms Grok on math-specific benchmarks (92.8% vs 85.3% on GPQA Diamond), making it the stronger choice for serious math reasoning and problem-solving. However, Grok offers competitive math capabilities at a fraction of the cost ($8/mo vs $20/mo), making it a viable option for casual math help and learners on a budget. For professional math work, research, or complex problem-solving, ChatGPT's proven track record and superior reasoning justify the premium.

Head-to-Head for Math

Mathematical Reasoning Accuracy

ChatGPT

ChatGPT

Strong (92.8% GPQA Diamond)

Grok

Solid (85.3% GPQA Diamond)

Computational Capability

ChatGPT

ChatGPT

Code execution for calculations

Grok

Limited computation support

Extended Thinking

Tie

ChatGPT

Available for complex problems

Grok

Available for complex problems

Real-time Data Integration

Grok

ChatGPT

Web search available

Grok

Real-time X/Twitter integration

Affordability

Grok

ChatGPT

$20/mo Plus plan

Grok

$8/mo Premium plan

See Them Answer a Math Question

We asked both models the same math-focused prompt.

Solve this satisfying satisfying calculus problem step by step: Find the volume of the solid obtained by rotating the region bounded by y = x², y = 0, and x = 2 about the y-axis, and explain your reasoning at each step.

GPT-5.4

Solve this satisfying satisfying calculus problem step by step: Find the volume of the solid obtained by rotating the region bounded by y = x², y = 0, and x = 2 about the y-axis, and explain your reasoning at each step.

We want the volume of the solid formed by rotating the region bounded by:

  • y=x2y = x^2
  • y=0y = 0
  • x=2x = 2

about the yy-axis.


1) Understand the region

The curve y=x2y = x^2 is a parabola opening upward.

The line y=0y=0 is the xx-axis.

The line x=2x=2 is a vertical line.

So the bounded region is the area under y=x2y=x^2, above the xx-axis, from x=0x=0 to x=2x=2.

Why from x=0x=0? Because y=x2y=x^2 meets y=0y=0 at:

x2=0x=0x^2=0 \Rightarrow x=0

So the region runs from x=0x=0 to x=2x=2.


2) Choose a method

We are rotating around the yy-axis.

Since the region is naturally described in terms of xx, the shell method is the easiest.

Shell method formula

V=2πab(radius)(height)dxV = 2\pi \int_a^b (\text{radius})(\text{height})\,dx


3) Set up the shell

Take a vertical strip at position xx.

When rotated about the yy-axis:

  • radius = distance from xx to the yy-axis = xx
  • height = top minus bottom = x20=x2x^2 - 0 = x^2

So:

V=2π02x(x2)dxV = 2\pi \int_0^2 x(x^2)\,dx

Simplify:

V=2π02x3dxV = 2\pi \int_0^2 x^3\,dx


4) Evaluate the integral

x3dx=x44\int x^3\,dx = \frac{x^4}{4}

So:

V=2π[x44]02V = 2\pi \left[\frac{x^4}{4}\right]_0^2

Substitute the bounds:

V=2π(244044)V = 2\pi \left(\frac{2^4}{4} - \frac{0^4}{4}\right)

V=2π(164)V = 2\pi \left(\frac{16}{4}\right)

V=2π(4)V = 2\pi(4)

V=8πV = 8\pi


5) Final answer

8π\boxed{8\pi}

So the volume of the solid is:

8π cubic units\boxed{8\pi \text{ cubic units}}


Quick reasoning summary

  • The region goes from x=0x=0 to x=2x=2.
  • Rotating about the yy-axis suggests using cylindrical shells.
  • Each shell has radius xx and height x2x^2.
  • Volume: V=2π02x(x2)dx=2π02x3dx=8πV=2\pi\int_0^2 x(x^2)\,dx=2\pi\int_0^2 x^3\,dx=8\pi

If you want, I can also solve it using the washer method for comparison.

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Detailed Breakdown

When it comes to math, both ChatGPT and Grok are capable tools, but they serve different types of users and problems in distinct ways.

ChatGPT's strongest math asset is its code execution capability. When solving complex calculations, statistics problems, or numerical analysis, ChatGPT can write and run Python on the fly — verifying results rather than just reasoning through them. This matters enormously for math: a model that can execute code catches arithmetic errors that pure language generation misses. Its 272K context window also means you can paste in lengthy problem sets, entire textbooks, or multi-page proofs and work through them in a single session. On the GPQA Diamond benchmark — which tests graduate-level science and math reasoning — ChatGPT scores 92.8%, a significant lead over Grok's 85.3%.

Grok's pitch for math is its extended thinking mode and strong reasoning pipeline. xAI built Grok with particular emphasis on science and math reasoning, and it shows in structured problem-solving. For algebra, calculus, and proof-based work, Grok can walk through step-by-step solutions with clarity. Its real-time web access via X/Twitter integration also means it can pull in recent competition problems or current mathematical discussions — useful if you're preparing for contests like AMC or AIME. At $8/month via X Premium, it's also dramatically cheaper than ChatGPT Plus at $20/month.

In practice, ChatGPT has a clear edge for applied math and quantitative work. A data analyst running regressions, a student debugging a statistics assignment, or an engineer computing numerical solutions will benefit from ChatGPT's ability to execute code, show plots, and validate answers programmatically. Grok is better suited for pure math reasoning — working through proofs, explaining theorems, or tutoring someone through calculus concepts — where the goal is understanding rather than computation.

One real limitation for Grok: it lacks file upload support. You can't hand it a PDF of a problem set or an image of handwritten notes, which is a common workflow for math students. ChatGPT handles both, adding meaningful convenience for everyday academic use.

Recommendation: For most users doing math — especially students, data professionals, or anyone who needs reliable computed answers — ChatGPT is the stronger choice. The combination of code execution, higher benchmark scores, and file uploads makes it more versatile and trustworthy for quantitative tasks. Grok is a solid budget alternative for conceptual math and reasoning practice, particularly if you're already paying for X Premium.

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