ARC Prize remains undefeated.
New ideas still needed.
The Grand Prize remains unclaimed.
The official 2024 Technical Report.
- 2024 competition results
- Top solution approaches
- In-depth technical analysis
- Trends & key insights
All scores & papers below are open source & reproducible.
2024 High Score Winners
Score (private eval)
2024 Paper Award Winners
1st Place – $50k
“Combining Induction and Transduction for Abstract Reasoning”.
Li et al.
2nd Place – $20k
“The Surprising Effectiveness of Test-Time Training for Abstract Reasoning”.
Akyürek et al.
3rd Place – $5k
“Searching Latent Program Spaces”.
Bonnet & Macfarlane
Runners Up – $2.5k
“The LLM ARChitect: Solving ARC-AGI Is a Matter of Perspective”.
Franzen et al.
“Omni-ARC”.
Barbadillo
“Mini-ARC: Solving Abstraction and Reasoning Puzzles with Small Transformer Models”.
Fletcher-Hill
“Towards Efficient Neurally-Guided Program Induction for ARC-AGI”.
Ouellette
“A 2D nGPT Model For ARC Prize”.
Puget
2024 ARC-AGI-Pub High Scores
Score (semi-private eval) / Score (public eval)
ARC Prize 2025
We aspire to grow ARC Prize from its experimental origins into a durable north star for AGI.
The 2025 edition of the competition will account for a diversity of incentives to serve academics, independent researchers, startups, and big labs.
Alongside the competition launch, expect to see ARC-AGI-2 – same format, better benchmark.
We’ll announce more competition details early next year. Stay tuned!
