Soccer Stats: MLS & Premier League

This presentation looks at two things: MLS team payroll compared to points earned, and the current 2025–26 Premier League standings.

The main question is whether spending more money leads to winning more games.

MLS logo Premier League logo

MLS: Points Per Million (PPM)

PPM stands for points per million dollars spent. A higher PPM means a team got more points for less money. The table below shows the top 10 MLS teams sorted by this metric.

RankTeamPointsPayrollPPM
1Philadelphia Union66$13.4M4.94
2Minnesota United58$13.8M4.20
3Vancouver Whitecaps63$15.8M3.99
4New York City FC56$15.0M3.74
5Charlotte FC59$17.1M3.44
6Columbus Crew54$16.4M3.30
7Orlando City53$16.4M3.22
8San Diego FC63$20.0M3.14
9Austin FC47$15.3M3.07
10Real Salt Lake41$13.4M3.06

More Spending ≠ More Points

San Diego FC had the highest payroll at $20 million but only ranked 8th in PPM. Philadelphia Union spent $6.6 million less and had the best PPM in the dataset.

This shows that spending more does not always lead to better results.

TeamPayrollPointsPPM
Philadelphia Union$13.4M664.94
San Diego FC$20.0M633.14

Premier League 2025–26: Top 5

The 2025–26 Premier League season is 24 games in. Arsenal is in first place with 53 points, but Aston Villa is only 7 points behind. The title race is still very close.

Arsenal #1 Arsenal
53 pts · 16W
Man City #2 Man City
47 pts · 14W
Aston Villa #3 Aston Villa
46 pts · 14W
Man Utd #4 Man United
41 pts · 11W
Chelsea #5 Chelsea
40 pts · 11W

Takeaways

Both datasets point to the same conclusion: spending more money does not guarantee better results.

  1. Philadelphia Union had the best PPM in MLS despite not having the highest payroll.
  2. San Diego FC spent the most but ranked 8th in efficiency.
  3. In the Premier League, Arsenal leads but Man City and Aston Villa are close behind with 14 games left.
  4. Neither league has a clear winner yet.

Thanks for Reading

Soccer Stats: MLS & Premier League
Created by Sy Rosenblatt