| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | — | NTDP-U18 | 44 | 2 | 4 | 6 | 0.136 | 0.1058 | 0.1072 | 0.5077 | 0.5145 |
| 2019-20 | — | NTDP-U18 | 40 | 2 | 6 | 8 | 0.200 | 0.1551 | 0.1551 | 0.7444 | 0.7444 |
| 2020-21 | — | USHL | 51 | 2 | 17 | 19 | 0.372 | 0.2290 | 0.2290 | 1.0975 | 1.0975 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Wisconsin | D1 | BigTen | SR | 22 | 2 | 3 | 5 | 0.227 |
| 2023-24 | Wisconsin | D1 | BigTen | JR | 40 | 2 | 9 | 11 | 0.275 |
| 2022-23 | Wisconsin | D1 | BigTen | SO | 36 | 1 | 6 | 7 | 0.194 |
| 2021-22 | Wisconsin | D1 | BigTen | — | 28 | 1 | 2 | 3 | 0.107 |
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.