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theleague.us/playoff-performance
The Playoff Performance page for The League in dark mode, headed “Does the best regular season win anything?” over the line “19 completed seasons, 2007–2025. The #1 seed has won the title 4 of 19 times. Picking a champion at random out of a hat would hit about 6% of the time.” Below sit four cards: “#1 seed wins the title” showing 21%, 4 of 19, with a note that it reached the final 7 of 19; “All-play leader wins the title” showing 26%, 5 of 19, reaching the final 9 of 19; “Same team held both” showing 9 of 19, the #1 seed also being the all-play leader; and “Random baseline” showing 6%, one team in 16. A “Season by season” table follows, noting all-play is cut at the end of the regular season — week 14 in recent years, week 13 before 2021 — with columns for Year, #1 seed, All-play leader, Champion and Result. The 2025 row lists the Wascawy Wabbits at 15-3 as top seed, Da Dangsters leading all-play at .729, Computer Jocks as champion, and a grey “neither” tag. The 2024, 2023 and 2022 rows each show one team sweeping all three columns — Wascawy Wabbits at 14-4 and .714, Fire Ready Aim at 15-3 and .762, and Vitside Mafia at 15-3 and .762 — every one of them carrying both a blue “#1 seed” tag and an “all-play” tag.
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The #1 Seed Is A Trap

Nineteen seasons of evidence that the best regular season buys you almost nothing. The #1 seed has won the title 4 times out of 19. Pulling a champion's name out of a hat hits about 6%. That's the entire edge for a first-round bye and home-field-that-isn't: fifteen points of probability, and a lot of teams who found out the hard way.

The Full Story

Every year somebody clinches the top seed in November and starts talking like the trophy is in the mail. Playoff Performance is the page that shuts that down. Every completed season from 2007 to 2025, the #1 seed next to the team that actually won it, and a running tally of how rarely those are the same name.

Four for nineteen. Twenty-one percent. And it is worse than the number looks, because three of those four came in a row — 2022, 2023, 2024 — which means that across the first fifteen years of this league the top seed won exactly once. Then 2025 arrived and the 15-3 Wabbits handed the thing to the Computer Jocks, who were nobody's idea of a favorite.

The best exhibit is still 2018. The Wascawy Wabbits went 16-0. Sixteen and zero. They did not win the championship. They did not reach the final. Under Siege did, and Under Siege had spent the regular season at 8-8 — go pull it up on the playoff bracket if you don't believe it.

The secondary view asks whether all-play — every team measured against every other team's score, week by week, which strips out whether your schedule was kind — knows something the standings don't. Barely. The all-play leader has won 5 of 19, and across 9 of the 19 seasons the all-play leader and the top seed were the same team anyway. Being demonstrably the best is worth about five extra points of title odds over being lucky, which is not the answer anybody wants.

One note on how the #1 seed is decided here, because it matters and it bit us: we read it off the bracket — whoever took the first-round bye — not off the standings page. Those disagree. In 2008 and 2010 the team sitting in row one of the standings was not the team that got the bye. The games know who was seeded first; the table doesn't always.

See the damage