| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Valley Jr. Warriors | EHLP | 42 | 26 | 12 | 38 | 0.905 | 0.0708 | 0.0716 | 0.2043 | 0.2067 |
| 2016-17 | Valley Jr. Warriors | EHL | 31 | 8 | 10 | 18 | 0.581 | 0.1246 | 0.1260 | 0.2843 | 0.2874 |
| 2017-18 | Richmond Generals | USPHL-Premier | 42 | 26 | 28 | 54 | 1.286 | 0.1731 | 0.1624 | 0.4377 | 0.4106 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Milwaukee School of Engineering | D3 | NCHA | SR | 26 | 5 | 1 | 6 | 0.231 |
| 2020-21 | Milwaukee School of Engineering | D3 | — | JR | 5 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Milwaukee School of Engineering | D3 | — | SO | 9 | 1 | 1 | 2 | 0.222 |
| 2018-19 | Milwaukee School of Engineering | D3 | — | FR | 20 | 3 | 3 | 6 | 0.300 |
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.