| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Carleton Place Canadians | CCHL | 52 | 11 | 32 | 43 | 0.827 | 0.1794 | 0.1919 | 0.6398 | 0.6843 |
| 2012-13 | Carleton Place Canadians | CCHL | 54 | 20 | 25 | 45 | 0.833 | 0.1807 | 0.1853 | 0.6447 | 0.6611 |
| 2013-14 | Carleton Place Canadians | CCHL | 39 | 8 | 17 | 25 | 0.641 | 0.1390 | 0.1356 | 0.4959 | 0.4838 |
| 2017-18 | Queen's Univ. | USports-M | 28 | 8 | 8 | 16 | 0.571 | 0.3015 | 0.2966 | 1.6748 | 1.6474 |
| 2018-19 | Queen's Univ. | USports-M | 28 | 5 | 9 | 14 | 0.500 | 0.2638 | 0.2457 | 1.4655 | 1.3650 |
| 2019-20 | Queen's Univ. | USports-M | 27 | 3 | 9 | 12 | 0.444 | 0.2345 | 0.2345 | 1.3025 | 1.3025 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Niagara | D1 | AHA | SO | 18 | 1 | 4 | 5 | 0.278 |
| 2014-15 | Niagara | D1 | AHA | FR | 26 | 3 | 1 | 4 | 0.154 |
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.