| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | St. Thomas Academy | USHS-MN | 31 | 18 | 22 | 40 | 1.290 | 0.3473 | 0.3473 | 0.3134 | 0.3134 |
| 2020-21 | — | USHL | 15 | 6 | 6 | 12 | 0.800 | 0.4918 | 0.4918 | 2.3570 | 2.3570 |
| 2021-22 | — | USHL | 62 | 29 | 41 | 70 | 1.129 | 0.6940 | 0.6731 | 3.3263 | 3.2259 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Michigan | D1 | BigTen | SR | 36 | 8 | 9 | 17 | 0.472 |
| 2023-24 | Michigan | D1 | BigTen | JR | 9 | 3 | 5 | 8 | 0.889 |
| 2022-23 | Michigan | D1 | BigTen | SO | 39 | 6 | 11 | 17 | 0.436 |
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.