| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Muskegon Lumberjacks | USHL | 6 | 0 | 1 | 1 | 0.167 | 0.0983 | 0.1085 | 0.5007 | 0.5528 |
| 2019-20 | Muskegon Lumberjacks | USHL | 42 | 3 | 12 | 15 | 0.357 | 0.2107 | 0.2107 | 1.0725 | 1.0725 |
| 2020-21 | Muskegon Lumberjacks | USHL | 53 | 21 | 26 | 47 | 0.887 | 0.5231 | 0.5231 | 2.6634 | 2.6634 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Michigan | D1 | BigTen | SR | 37 | 8 | 9 | 17 | 0.460 |
| 2023-24 | Michigan | D1 | BigTen | JR | 35 | 9 | 9 | 18 | 0.514 |
| 2022-23 | Michigan | D1 | BigTen | SO | 38 | 4 | 14 | 18 | 0.474 |
| 2021-22 | Michigan | D1 | BigTen | FR | 34 | 3 | 2 | 5 | 0.147 |
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.