Israel has long been the leading recipient of U.S. foreign aid, including military assistance. That aid has come under heightened scrutiny over the course of Israel’s conflicts with Hamas and Iran.

America’s wealthiest people also rank among the nation’s biggest philanthropists, donating billions toward cures for disease, college endowments and climate initiatives. But how generous are the super ...