Epoch AI

Epoch AI is a research organization dedicated to investigating the trajectory of artificial intelligence for the benefit of society. The team produces rigorous analysis of AI trends, maintains comprehensive datasets on AI models, hardware, and compute, and publishes research papers and reports that inform policymakers, scientists, and institutions working on AI governance and safety.

• AI Models Database tracks training compute, parameters, and other technical details for hundreds of notable AI models, providing essential data for understanding the pace of AI development.

• AI Benchmarking offers comprehensive benchmark tracking and analysis to measure AI capabilities across different domains and tasks.

• Frontier Data Centers provides an open database of AI data centers using satellite and permit data to show compute capacity, power usage, and construction timelines.

• Machine Learning Hardware Database catalogs GPU and accelerator specifications, tracking computational performance improvements over time.

• FrontierMath is a challenging mathematics benchmark designed to evaluate the mathematical reasoning capabilities of frontier AI models.

• AI Trends & Statistics presents curated metrics showing the growth of artificial intelligence, including training compute growth rates, hardware efficiency improvements, and cost trends.

• Data Insights delivers analysis on topics like NVIDIA chip production, computing capacity distribution among tech companies, and power requirements for training frontier models.

• Research Publications include peer-reviewed papers and reports on topics such as AI scaling projections, training costs, and capability evaluations.

To get started, visit the Epoch AI website to explore their datasets, interactive visualizations, and research publications. The data is freely accessible and can be used for research, policy analysis, and understanding AI development trends. Users can subscribe to their newsletter for weekly updates on AI news and developments, or listen to their podcast for in-depth discussions on AI topics.