| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Toledo Cherokee | NA3HL | 19 | 3 | 7 | 10 | 0.526 | 0.0671 | 0.0711 | 0.1665 | 0.1764 |
| 2014-15 | Toledo Cherokee | NA3HL | 32 | 10 | 14 | 24 | 0.750 | 0.0956 | 0.0966 | 0.2372 | 0.2396 |
| 2015-16 | Espanola Paper Kings | NOJHL | 38 | 7 | 11 | 18 | 0.474 | 0.0807 | 0.0771 | 0.2008 | 0.1920 |
| 2016-17 | Espanola Paper Kings | NOJHL | 48 | 23 | 24 | 47 | 0.979 | 0.1668 | 0.1514 | 0.4150 | 0.3766 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Aurora | D3 | NCHA | — | 13 | 1 | 0 | 1 | 0.077 |
| 2017-18 | Aurora | D3 | NCHA | — | 24 | 1 | 2 | 3 | 0.125 |
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.