Income-based poverty metrics miss much of global hardship as new measures reveal that over half the world’s population is vulnerable, with nearly 300 million living on less than US$1.50 a day. Gains in East Asia and the Pacific contrast with rising poverty in other regions, calling for united multidimensional strategies.