The typical organization sends 4 out of 5 AI tokens to premium-tier models. All 39 organizations we benchmarked had at least one efficiency gap.

The Token Efficiency Index condenses AI token efficiency into a single 0 to 100 score, benchmarked against your peers. Inside: the methodology, the three levers that drive the score, and how one organization's $72,000 savings gap was found.

By Caden Wong (MIT), Vikram Das and Himanshu Dhami (Yasu). 11 pages, open under CC-BY.