| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Lincoln Stars | USHL | 37 | 3 | 3 | 6 | 0.162 | 0.0997 | 0.1101 | 0.4779 | 0.5278 |
| 2017-18 | Lincoln Stars | USHL | 58 | 3 | 14 | 17 | 0.293 | 0.1802 | 0.1901 | 0.8635 | 0.9109 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Michigan | D1 | BigTen | — | 38 | 10 | 6 | 16 | 0.421 |
| 2021-22 | Michigan | D1 | BigTen | — | 35 | 4 | 7 | 11 | 0.314 |
| 2020-21 | Michigan | D1 | BigTen | — | 25 | 2 | 1 | 3 | 0.120 |
| 2020-21 | Michigan State | D1 | BigTen | JR | 25 | 2 | 1 | 3 | 0.120 |
| 2019-20 | Michigan | D1 | BigTen | — | 36 | 3 | 3 | 6 | 0.167 |
| 2019-20 | Michigan State | D1 | BigTen | SO | 36 | 3 | 3 | 6 | 0.167 |
| 2018-19 | Michigan | D1 | BigTen | — | 26 | 1 | 4 | 5 | 0.192 |
| 2018-19 | Michigan State | D1 | BigTen | FR | 26 | 1 | 4 | 5 | 0.192 |
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.