People have looked forward to the limited release of Starbucks’ Pumpkin Spice Latte every year since 2003. But I wanted to see how it compared to other fall offerings popular coffee chains.

I’ve tried frozen pumpkin drinks at Dutch Bros, Dunkin’ and Starbucks.

Here’s how they ranked.