Open data
Data
Datasets we compile and maintain, built to be quoted. Every table is printed in full on its page, every headline figure has its own link, and every table downloads as CSV or JSON. Cite the page, link the number, reuse the rows under the license stated on each dataset.
AI benchmarks directory: 481 LLM and agent benchmarks by task
481 benchmarks used to evaluate language models and AI agents, grouped by what they test, with a one-line description, size and a link to the paper that introduced each one. Free to download and cite.
AI labs directory: 321 research labs and model builders worldwide
321 organizations that research or train AI models, from frontier labs to national institutes, with country, founding year, type, focus and notable models. Sort it, filter it, download it, cite it.
AI water and energy use: the disclosed numbers
How much water and electricity does AI use? Every figure here comes from a company report, a research paper or an IEA or Berkeley Lab study, with a link to the page it is printed on. Withdrawal, consumption, per prompt and per company are kept in separate columns.