Benchmark Almanac

MathArena

We track 19 benchmarks that MathArena made or helped make.

5 in use 19 with public code 13 with a leaderboard here

Benchmarks

Name Kind Released Best score Status
AIME 2026 Models solve the 30 integer-answer problems from the 2026 AIME I and II math competitions. Scored by exact answer match. Competition problems with answers Feb 2026 100% In use
HMMT Nov 2025 Models solve the 30 problems of the November 2025 Harvard-MIT Mathematics Tournament. Final answers are checked automatically against the answer key. Competition problems with answers Nov 2025 99.2% Fading
HMMT 2026 Models solve the 33 final-answer problems from the February 2026 Harvard-MIT Mathematics Tournament. Scored by exact answer match. Competition problems with answers Feb 2026 98.5% In use
ArXivMath Final-answer research-level math problems extracted monthly from recent arXiv papers and filtered to be self-contained. Research mathematics Feb 2026 94.3% In use
USAMO 2026 Models write full proofs for the six problems of the 2026 USA Mathematical Olympiad. Judges grade each proof from 0 to 7 against rubrics. Written proofs Mar 2026 98.2% In use
Math Kangaroo 2025 (MathArena) Vision language models answer 168 multiple-choice problems from the 2025 Math Kangaroo, given as screenshots across six grade groups. Many problems need reading a diagram. Visual math and diagrams Oct 2025 94.9% Fading
USAMO 2025 Models write full proofs for the 6 problems of the 2025 USA Mathematical Olympiad. Expert human graders score each proof. Written proofs Mar 2025 30.1% Dropped
ArXivLean Models prove or disprove theorems from recent arXiv papers, stated in Lean 4. A strict comparator checks each submitted proof against the fixed reference statement. Formal proofs Apr 2026 62.3% System cards only
BrokenArXiv Models are asked to prove statements from recent arXiv papers that were changed to be plausible but false. Full credit goes to models that say the statement is false. Research mathematics Mar 2026 84.4% In use
BRUMO 2025 Models answer the 30 final-answer problems of the 2025 Brown University Math Olympiad. MathArena scores the average accuracy over four attempts. Competition problems with answers Apr 2025 100% Not in cards
SMT 2025 Models answer 53 final-answer problems from the 2025 Stanford Math Tournament. MathArena scores the average accuracy over four attempts. Competition problems with answers May 2025 93.4% Not in cards
CMIMC 2025 Models answer 40 final-answer problems from the 2025 Carnegie Mellon Informatics and Mathematics Competition. MathArena scores the average accuracy over four attempts. Competition problems with answers May 2025 95.6% Not in cards
Project Euler (MathArena) Models solve recent Project Euler problems that need both mathematical insight and code. MathArena adds problems as Project Euler releases them, starting from problem 943. Competition problems with answers Sep 2025 89% Not in cards
IMC 2025 Models write proofs for the 10 problems of the 2025 International Mathematics Competition for University Students. Human judges grade each proof. Written proofs Aug 2025 94.5% Not in cards
Miklós Schweitzer 2025 Models write proofs for the 2025 Miklós Schweitzer competition, a hard Hungarian university-level contest. MathArena runs and grades it. Written proofs Dec 2025 90% Not in cards
ArXivCS Models answer research-level computer science questions derived from recent arXiv papers, each with a reference final answer. The first set has 46 questions from August 2026. Scientific code Sep 2026 Not in cards
ArXivPhys Models answer research-level physics questions derived from recent arXiv papers, each with a reference final answer. Research science Sep 2026 Not in cards
ProofRank Models write proofs for hard competition problems. An LLM judge compares correct proofs pairwise on conciseness, computational ease, simplicity, diversity and adaptivity, giving Elo ratings. Written proofs May 2026 Not in cards
USAMO 2024 Models write full proofs for problems from the 2024 USA Mathematical Olympiad, graded by human experts. Written proofs Mar 2024 Not in cards