We sought to test and improve the modeling tools used to quantify evapotranspiration (ET) in urban bioretention basins, where plant size and shade vary widely. Using direct measurements and spatially detailed data from a basin in Philadelphia, we found that common models often produce ET estimates that differ substantially from empirical estimates. Simple corrections to standard models greatly improve agreement, helping cities better predict green stormwater infrastructure performance.