However, Starbucks doesn't offer the pumpkin spice latte year round, and it won't return to locations until Tuesday, August 26. Where To Get The Best Pumpkin Spice Latte In LawtonEven though I am a professed coffee snob, I do not hate on the pumpkin spice latte. Listeners also said Viridian Coffee serves pumpkin spice lattes year round. Lev Coffee Shop - 627 Commerce St in Elgin Lev Coffee Shop is a local coffee shop in Elgin. But according to listeners, the owner makes their own pumpkin spice syrup in house with whole pumpkin, making it one of the best pumpkin spice lattes in the area.