116 Wins Buys You Nothing in October

The 2001 Mariners won 116 games and never saw the World Series. Baseball's best regular seasons keep dying in October, and hot teams keep cashing in.

Beyond the Lines · Oct 16, 2026 · 4 min read

The 2001 Seattle Mariners won 116 games. That tied the most in major league history, a mark the Chicago Cubs set back in 1906, and nobody has touched it since. Ichiro was a rookie and won the MVP anyway. Edgar Martinez was still raking. The pitching staff went deep all summer and the bullpen slammed the door on everybody.

Then the Yankees beat them in five games in the ALCS, and the best regular season of the modern era ended with somebody else celebrating.

That's baseball's oldest lesson. Six months builds the résumé. A week in October decides whether anybody frames it.

The 116 Club Has No Rings

Seattle wasn't the first to learn it. Those 1906 Cubs went 116-36 and then lost the World Series to the crosstown White Sox, a team so light at the plate it got nicknamed the Hitless Wonders.

The 1954 Cleveland Indians won 111 games and got swept by the New York Giants, the series where Willie Mays made the over-the-shoulder catch in Game 1 that still runs on every highlight reel ever cut. The 1969 Orioles won 109 and lost the World Series in five to the Mets, a franchise that had never had a winning season before that year.

Big number, early exit. The pattern is older than anyone reading this.

Short Series, Short Memory

The modern bracket sharpened the knife. Since 2022, twelve teams get in, six per league. The top two division winners in each league skip the opening round. Everyone else plays a best-of-three, then the Division Series is a best-of-five. Over 162 games, a bad week is a footnote. In a best-of-three, a bad weekend is the whole season.

The 2022 Mets won 101 games and still didn't get a bye, because Atlanta took the division on a tiebreaker. San Diego sent them home in the three-game Wild Card round. That same October, the Padres knocked out a Dodgers team that had won 111.

Then 2023 went sideways for all the big dogs at once. Atlanta won 104 games, Baltimore 101, Los Angeles 100. All three had byes. All three were gone before the League Championship Series. Philadelphia beat the Braves in four. Texas swept the Orioles. Arizona, an 84-78 team that finished 16 games behind the Dodgers in its own division, swept the Dodgers.

Game 3 of that one came down to a single inning. The Diamondbacks hit four solo home runs off Lance Lynn in the third, and that was the whole scoring night for them in a 4-2 win. A 100-win team went 0-3 in October. The World Series that year was Texas against Arizona, two teams that didn't win their divisions.

The Rust Argument

Every time a juggernaut goes out early, the same bar fight starts. One side says the bye kills timing: a lineup that hasn't seen live pitching in most of a week walks in against a team that's been playing elimination games since the last weekend of September. The other side says that's an excuse, and the favorite simply ran into a hot arm.

Both sides have a point. Nobody has settled it, and no manager who earned the rest is giving it back. What's true either way is that the team coming out of the Wild Card round has already felt the floor drop out once and survived it. Its hitters are on time. It isn't scared of a Game 1.

Hot Beats Good

The champions make the case better than any argument. The 2006 Cardinals won 83 games, the fewest ever for a World Series winner over a full season, and beat Detroit in five.

The 2011 Cardinals were 10.5 games out of a playoff spot in late August and got in on the final night. In Game 6 against Texas they were down to their last strike in the ninth and again in the tenth. David Freese tripled to tie it in the ninth, Lance Berkman tied it again in the tenth, and Freese ended it with a home run in the eleventh. They won Game 7 too.

The 2019 Nationals were 19-31 in late May. They beat a 106-win Dodgers team in the Division Series on Howie Kendrick's tenth-inning grand slam, then took down a 107-win Houston club in a World Series where the road team won all seven games.

The 2021 Braves lost Ronald Acuña Jr. to a torn ACL in July, rebuilt their outfield at the trade deadline, won 88 games and won the whole thing anyway.

The Favorite Isn't Dead

None of this makes the best team a sucker. The 1998 Yankees won 114 games and swept the World Series. Houston won 106 in 2022 and finished the job against Philadelphia. Great rosters win in October all the time. They just don't get to skip the coin flips.

The regular season tells you who's good. October tells you who's hot this week, and it has never once checked the standings first.