| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Iroquois Falls Storm | NOJHL | 56 | 17 | 16 | 33 | 0.589 | 0.0994 | 0.1030 | 0.2449 | 0.2538 |
| 2018-19 | — | NAHL | 60 | 9 | 36 | 45 | 0.750 | 0.2785 | 0.2657 | 0.7941 | 0.7575 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Milwaukee School of Engineering | D3 | NCHA | SR | 26 | 10 | 24 | 34 | 1.308 |
| 2021-22 | Milwaukee School of Engineering | D3 | NCHA | JR | 27 | 11 | 16 | 27 | 1.000 |
| 2020-21 | Milwaukee School of Engineering | D3 | — | SO | 19 | 4 | 7 | 11 | 0.579 |
| 2019-20 | Milwaukee School of Engineering | D3 | — | FR | 22 | 5 | 9 | 14 | 0.636 |
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.