| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Academy of Holy Angels | USHS-MN | 22 | 0 | 2 | 2 | 0.091 | 0.0115 | 0.0116 | 0.0221 | 0.0224 |
| 2017-18 | — | NCDC | 44 | 6 | 8 | 14 | 0.318 | 0.1297 | 0.1292 | 0.2546 | 0.2535 |
| 2018-19 | Utica Jr. Comets | NCDC | 50 | 9 | 33 | 42 | 0.840 | 0.3425 | 0.3215 | 0.6722 | 0.6310 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Wisconsin-Stout | D3 | WIAC | SR | 25 | 2 | 7 | 9 | 0.360 |
| 2022-23 | Wisconsin-Stout | D3 | WIAC | JR | 28 | 8 | 6 | 14 | 0.500 |
| 2021-22 | Wisconsin-Stout | D3 | WIAC | SO | 26 | 9 | 8 | 17 | 0.654 |
| 2020-21 | Utica | D3 | UCHC | — | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Utica | D1 | UCHC | FR | 6 | 0 | 1 | 1 | 0.167 |
| 2019-20 | Utica | D3 | UCHC | — | 6 | 0 | 1 | 1 | 0.167 |
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.