First time post here:
I’ve been messing around with ProTeam ranking data because the fight for automatic WT invites for 2027 is getting more interesting.
The question I wanted to test was simple: does the number of useful point scorers on a ProTeam tell us anything about whether they finish top 5 among ProTeams the following season? to keep the data more balanced, i chose top 5 rather than top 3, but top 5 still confers a great deal of prestige because it guarantees ProTour Entries.
I looked at 61 ProTeam season transitions from 2021 to 2025. The main variable was the number of riders who scored 150+ UCI points in the prior season. The threshold is admittedly arbitrary, but I liked it as a rough marker for a rider who had a genuinely useful points season.
The signal was stronger than I expected. Each additional 150+ point rider was associated with roughly 76% higher odds of finishing top 5 among ProTeams the next season. The rough inflection point was around 8 riders:
4 riders: ~11% predicted chance of top 5
6 riders: ~27%
8 riders: ~53%
10 riders: ~78%
The more interesting bit was balance. Teams less dependent on their top few scorers tended to look healthier, which makes sense: one or two big scorers can make a team look strong, but it also makes the ranking profile fragile.
Obvious caveats: small sample, predictive not causal, and transfers/budget/calendar targeting all matter. But I thought it was an interesting way to think about ProTeam roster construction: not just “who has the biggest scorer?” but “who has enough riders who can reliably contribute points?”
Curious if this matches how people here think about teams chasing the automatic invite spots.