Store this away for a future trivia night. There are still eight current major league teams that have never won the World Series: the San Diego Padres, Tampa Bay Rays, Washington Nationals, Houston Astros, Colorado Rockies, Milwaukee Brewers, Seattle Mariners and Texas Rangers.