| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Kemptville 73's | CCHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Kemptville 73's | CCHL | 56 | 12 | 10 | 22 | 0.393 | 0.1121 | 0.1194 | 0.3041 | 0.3240 |
| 2015-16 | Kemptville 73's | CCHL | 59 | 10 | 11 | 21 | 0.356 | 0.1016 | 0.1033 | 0.2755 | 0.2802 |
| 2016-17 | Kemptville 73's | CCHL | 62 | 15 | 30 | 45 | 0.726 | 0.2071 | 0.1998 | 0.5618 | 0.5420 |
| 2017-18 | — | CCHL | 52 | 15 | 35 | 50 | 0.962 | 0.2744 | 0.2506 | 0.7443 | 0.6796 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | SUNY Oswego | D3 | — | SO | 25 | 4 | 11 | 15 | 0.600 |
| 2018-19 | SUNY Oswego | D3 | — | FR | 10 | 2 | 1 | 3 | 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.