epoch

epoch Overview

Epoch AI is a premier research institute dedicated to investigating the trajectory of artificial intelligence for the benefit of society. Functioning as a data-driven intelligence hub, it provides critical analysis on AI trends, forecasting, and the fundamental drivers of progress in the machine learning landscape. From tracking global chip ownership to monitoring the exponential growth of frontier model training compute, Epoch AI serves as an essential resource for researchers, journalists, and policymakers navigating the rapidly evolving AI sector.

epoch Key Features

• AI Models Database: A comprehensive system for tracking artificial intelligence architectures based on training compute, organization, and release date.
• Market & Infrastructure Insights: In-depth monitoring of global AI chip sales, ownership across major corporations, and data center developments via satellite imagery.
• Performance Benchmarking: Evaluation of frontier model performance across over 40 benchmarks, including specialized assessments like FrontierMath and the Epoch Capabilities Index.
• Trend Forecasting: Expert analysis and statistical data on LLM inference pricing, compute stock growth, and the training compute requirements for next-generation systems.

By offering a combination of rigorous datasets, peer-reviewed research, and expert commentary, Epoch AI empowers organizations to make informed decisions about the future of intelligence.