| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Duluth East High | USHS-MN | 21 | 1 | 2 | 3 | 0.143 | 0.0385 | 0.0435 | 0.0347 | 0.0392 |
| 2017-18 | U.S. National U18 Team | NTDP-U18 | 5 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Dubuque Fighting Saints | USHL | 9 | 0 | 1 | 1 | 0.111 | 0.0683 | 0.0699 | 0.3273 | 0.3352 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wisconsin | D1 | BigTen | JR | 34 | 2 | 2 | 4 | 0.118 |
| 2020-21 | Wisconsin | D1 | BigTen | SO | 22 | 2 | 1 | 3 | 0.136 |
| 2019-20 | Wisconsin | D1 | BigTen | FR | 32 | 2 | 3 | 5 | 0.156 |
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.