math benchmark
HorizonMath Leaderboard
HorizonMath is a mathematics benchmark for research-level and competition-beyond problems.
Updated Sep 5, 2026
Models4
Model coverage4
MetricScore
EvidenceB
HorizonMath Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelTE | Score8.80% | Percentile100.00% | Participants4 | EvidenceC | Evaluated |
| Rank02 | ModelTE | Score7.10% | Percentile66.67% | Participants4 | EvidenceC | Evaluated |
| Rank03 | ModelBY | Score2.00% | Percentile33.33% | Participants4 | EvidenceC | Evaluated |
| Rank04 | ModelBY | Score2.00% | Percentile0.00% | Participants4 | EvidenceC | Evaluated |
HorizonMath Highlights
The leading models and scores on this benchmark.
HorizonMath Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for HorizonMath
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is HorizonMath?
What HorizonMath measures and how its scores work.
HorizonMath is a benchmark in the math category.
HorizonMath measures mathematical reasoning on research-level and competition-beyond problems.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- HorizonMath
- Modality
- text
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about HorizonMath.
Which model scores highest on HorizonMath?
Hy4 preview is currently ranked first with 8.80%.
What are the top three models on HorizonMath?
The current leaders are Hy4 preview (8.80%), Hy3 (7.10%), and Seed 2.1 Pro (2.00%).
Which HorizonMath model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among HorizonMath results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.