Evaluation & Testing

MathEval

Benchmark large models' mathematical abilities across diverse problem sets.

Status
UnmaintainedNo commits in 696 days.
Last checked
Checked · Oct 12, 2026
License
Proprietary
Pricing
Paid

What it is

MathEval is a comprehensive benchmarking platform designed to evaluate the mathematical capabilities of large models. It covers over 20 fields and includes nearly 30,000 math problems for thorough assessment.

MathEval stands out by offering a vast and diverse set of mathematical problems, making it ideal for comprehensive benchmarking across various fields.

When it fits — and when it doesn’t

A good fit for

  • Research teams needing detailed benchmarking across a wide range of mathematical problems

  • Developers looking to validate the performance of their AI models on specific math tasks

Look elsewhere if

  • Projects requiring real-time evaluation or low-latency responses

  • Teams with limited budgets for model evaluation tools

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Expensive at scale due to proprietary licensing

    Commercial pricing model increases costs significantly as usage scales up

What it does well

  • Comprehensive coverage across 20 mathematical fields

  • Nearly 30,000 math problems for evaluation

  • Detailed performance metrics and reports

Pricing

Free tier
No
Paid from
—
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up MathEval

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →