- The Odds Two Players Land on the Same Team, Computed — 10,000 seeded splits of a 24-player roster, computed: any given pair shares a team 21.8% of the time; back-to-back repeats run 4.7%.
- What a 5× Weight Actually Does, Computed — 20,000 seeded weighted picks, computed: a 5× weight wins 71.3% of draws, and a 12-student class called on 5-a-day reaches full coverage in about 6.5 days.