| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Des Moines Buccaneers | USHL | 3 | 0 | 1 | 1 | 0.333 | 0.1966 | 0.2145 | 1.0010 | 1.0923 |
| 2014-15 | Central Illinois Flying Aces | USHL | 51 | 6 | 11 | 17 | 0.333 | 0.1966 | 0.2049 | 1.0010 | 1.0432 |
| 2015-16 | Central Illinois Flying Aces | USHL | 60 | 20 | 29 | 49 | 0.817 | 0.4818 | 0.4797 | 2.4529 | 2.4421 |
| 2016-17 | — | USHL | 45 | 14 | 9 | 23 | 0.511 | 0.3015 | 0.2848 | 1.5350 | 1.4499 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wisconsin | D1 | BigTen | GR | 27 | 5 | 12 | 17 | 0.630 |
| 2020-21 | Wisconsin | D1 | BigTen | SR | 27 | 3 | 9 | 12 | 0.444 |
| 2019-20 | Wisconsin | D1 | BigTen | JR | 36 | 4 | 6 | 10 | 0.278 |
| 2018-19 | Wisconsin | D1 | BigTen | SO | 37 | 7 | 13 | 20 | 0.540 |
| 2017-18 | Wisconsin | D1 | BigTen | FR | 37 | 10 | 11 | 21 | 0.568 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.