With fall comes fresh seasonal produce, cozy casseroles and soups, and tons of new Halloween candy. But year after year, we get most excited about pumpkin beer. Breweries big and small across the country roll out autumn-inspired libations spiked with spices, coffee, chocolate and, of course, all the fresh pumpkin for a limited time. With so many on shelves, it can be hard to choose one you’re bound to love. So, we did the work for you. Behold: a definitive ranking of the best pumpkin beers of the year, according to our taste test. (We won’t even waste your time ranking the less-than-extraordinary ones.)