Our database of AI company data, with data on revenue, funding, staff, and compute for many of the key players in frontier AI.

Our estimates of how the world’s leading AI chips and compute capacity are distributed among major players and customer categories.

Our database of over 500 GPU clusters and supercomputers tracks large hardware facilities, including those used for AI training and inference.

Key data on over 170 AI accelerators, such as GPUs and TPUs, used for developing and deploying ML models in the deep learning era.

Tracking adoption and usage patterns, across demographics.