MATH A

AI benchmark · Math

Publisher
Helm Classic GCS Json
Domains
Math
Tier
A why
Snapshot

What is MATH?

MATH: Measures mathematical reasoning, symbolic problem solving, proof construction, or competition-style problem solving.

Tier A

A

Widely used: a lab reports it, or 50 or more models are scored on it.

How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.

  • 67 models scored
  • in curated RL directories (2 pts)

On X · unclear, low buzz, from 4 posts about MATH in the last month

Recent posts mention 'math' generically; none discuss the MATH benchmark itself beyond its routine appearance in model evaluations like DeepSeek-V4.

@macintogdev ↗ · @serxzsz ↗ · @Mike_demo ↗

How we got to tier A
  1. Adoption: 67 models scored. Tier A.
  2. On X: unclear, low buzz. “Recent posts mention 'math' generically; none discuss the MATH benchmark itself beyond its routine appearance in model evaluations like DeepSeek-V4.” No move.
  3. In curated RL directories: 2 points, a floor of C.
  4. Not yet confirmed by a line from its own site or paper.

A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.

Not on the map yet: no line from its own site or paper places it in a domain.

Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-11 snapshot.