analytics
Ramp AI Index Tool
A free public dashboard tracking AI vendor adoption across US businesses, derived from corporate card and invoice payments covering more than 100 billion dollars in annual spend across over 50,000 companies. Useful as an adoption-behaviour signal, with the important caveat, stated in Ramp's own methodology, that it measures spend rather than vendor revenue.
OpenRouter Rankings Tool
Public leaderboard of which models are actually receiving token traffic, broken out by task category and time window. The clearest free read on real-world model adoption rather than benchmark scores.
DuckDB Tool
The in-process analytics database that a large share of data-science and AI-evaluation tooling runs on -- no server, just a library. Worth a mention today because AWS is acquiring DuckLabs while the project itself stays MIT-licensed under the nonprofit DuckDB Foundation, with more than a million downloads a day.