Model results
FrontierMath
Choose a shared evaluation protocol to compare model scores. Versions, sources and configurations stay separate.
Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.
Reviewed recommendation and limits
Use the relevant tier and private/public split for difficult mathematical reasoning.
Each tier, release and public/private split separately. Imported groups below may use different protocols; this review does not certify each run. Difficulty is specialized; tier, dataset release, tools and grader must match before comparing scores.
FrontierMath Tiers 1–3 v2 · private
- Source
- Epoch AI Benchmarking Hub
- Version
- tiers-1-3-v2-private
- Measurement date
- Not reported
- Metric
- % · Higher is better
- Evaluation scope
- Epoch AI run · task v2 · no reasoning · result date not supplied
Exact score ties share a position. Positions do not establish statistical significance. Missing metadata is shown as unreported; matching imported metadata is not independent verification of the protocol.
#1GLM 5.2
z-ai/glm-5.2-20260616
42.5%
View modelEvidence independent#2GPT-5.6 Luna
openai/gpt-5.6-luna-20260709
39.6%
View modelEvidence independent#3Qwen3.7 Plus
qwen/qwen3.7-plus-20260602
34.4%
View modelEvidence independent#4Qwen3.6 27B
qwen/qwen3.6-27b-20260422
34%
View modelEvidence independent#5Qwen3.6 Plus
qwen/qwen3.6-plus-04-02
32.3%
View modelEvidence independent#6Qwen3.5 397B A17B
qwen/qwen3.5-397b-a17b-20260216
31.2%
View modelEvidence independent#7GLM 5.1
z-ai/glm-5.1-20260406
24.9%
View modelEvidence independent#8Qwen3.6 Flash
qwen/qwen3.6-flash
22.5%
View modelEvidence independent#9Qwen3.6 35B A3B
qwen/qwen3.6-35b-a3b-20260415
20.4%
View modelEvidence independent#10Qwen3.7 Flash
qwen/qwen3.7-flash-20260727
19.3%
View modelEvidence independent#11Qwen3.5-Flash
qwen/qwen3.5-flash-20260224
18.2%
View modelEvidence independent#12GPT-5.4 Mini
openai/gpt-5.4-mini-20260317
17.2%
View modelEvidence independent#13GPT-5.4 Nano
openai/gpt-5.4-nano-20260317
4.6%
View modelEvidence independent