| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Prior Lake | USHS-MN | 27 | 12 | 21 | 33 | 1.222 | 0.3290 | 0.3290 | 0.2969 | 0.2969 |
| 2020-21 | Prior Lake | USHS-MN | 19 | 13 | 19 | 32 | 1.684 | 0.4534 | 0.4534 | 0.4091 | 0.4091 |
| 2021-22 | — | USHL | 27 | 11 | 6 | 17 | 0.630 | 0.4009 | 0.4129 | 1.8867 | 1.9430 |
| 2022-23 | — | USHL | 48 | 14 | 25 | 39 | 0.812 | 0.5174 | 0.5059 | 2.4348 | 2.3807 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Michigan | D1 | BigTen | — | 42 | 23 | 24 | 47 | 1.119 |
| 2023-24 | Michigan | D1 | BigTen | — | 38 | 14 | 22 | 36 | 0.947 |
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.