| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Notre Dame Hounds | SJHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2015-16 | Notre Dame Hounds | SJHL | 53 | 13 | 26 | 39 | 0.736 | 0.2126 | 0.2270 | 0.5539 | 0.5915 |
| 2016-17 | Notre Dame Hounds | SJHL | 43 | 9 | 18 | 27 | 0.628 | 0.1814 | 0.1847 | 0.4727 | 0.4813 |
| 2018-19 | Notre Dame Hounds | SJHL | 20 | 6 | 5 | 11 | 0.550 | 0.1589 | 0.1463 | 0.4140 | 0.3811 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Wisconsin-Superior | D3 | WIAC | SR | 19 | 4 | 3 | 7 | 0.368 |
| 2021-22 | Wisconsin-Superior | D3 | WIAC | JR | 12 | 2 | 1 | 3 | 0.250 |
| 2020-21 | Wisconsin-Superior | D3 | BigTen | SO | 4 | 0 | 1 | 1 | 0.250 |
| 2019-20 | Wisconsin-Superior | D3 | BigTen | FR | 20 | 5 | 6 | 11 | 0.550 |
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.