| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | — | NAHL | 59 | 11 | 14 | 25 | 0.424 | 0.1679 | 0.1852 | — | — |
| 2018-19 | — | USHL | 62 | 8 | 9 | 17 | 0.274 | 0.1686 | 0.1720 | 0.8078 | 0.8240 |
| 2019-20 | — | USHL | 45 | 11 | 14 | 25 | 0.556 | 0.3415 | 0.3415 | 1.6369 | 1.6369 |
| 2020-21 | — | USHL | 48 | 20 | 29 | 49 | 1.021 | 0.6275 | 0.6275 | 3.0075 | 3.0075 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Michigan | D1 | BigTen | — | 38 | 15 | 27 | 42 | 1.105 |
| 2022-23 | Western Michigan | D1 | NCHC | — | 38 | 15 | 27 | 42 | 1.105 |
| 2021-22 | Michigan | D1 | BigTen | — | 37 | 9 | 13 | 22 | 0.595 |
| 2021-22 | Western Michigan | D1 | NCHC | — | 37 | 9 | 13 | 22 | 0.595 |
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.