| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Nepean Raiders | CCHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Nepean Raiders | CCHL | 55 | 3 | 14 | 17 | 0.309 | 0.0882 | 0.0930 | 0.2393 | 0.2524 |
| 2015-16 | Nepean Raiders | CCHL | 62 | 3 | 13 | 16 | 0.258 | 0.0737 | 0.0742 | 0.1998 | 0.2011 |
| 2016-17 | Nepean Raiders | CCHL | 62 | 4 | 18 | 22 | 0.355 | 0.1013 | 0.0966 | 0.2747 | 0.2620 |
| 2017-18 | Nepean Raiders | CCHL | 62 | 4 | 16 | 20 | 0.323 | 0.0921 | 0.0831 | 0.2497 | 0.2253 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | SUNY Brockport | D3 | SUNYAC | SR | 27 | 2 | 8 | 10 | 0.370 |
| 2019-20 | SUNY Brockport | D3 | — | SO | 26 | 1 | 10 | 11 | 0.423 |
| 2018-19 | SUNY Brockport | D3 | — | FR | 26 | 3 | 13 | 16 | 0.615 |
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.