As Tax Day nears, millions of Americans are crunching numbers and hoping for a refund—a financial bright spot that, for many, offers much-needed relief to pay down debt, boost savings, or simply catch up on bills. A new report from Upgraded Points examines average tax refund amounts by county and state, analyzing the latest IRS data to show how refunds have changed in recent years, how they vary by income level and geography, and who’s most—and least—likely to get money back.