| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Sherwood Park Crusaders | AJHL | 1 | 0 | 1 | 1 | 1.000 | 0.3354 | 0.3784 | 0.9252 | 1.0439 |
| 2015-16 | Spruce Grove Saints | AJHL | 41 | 5 | 9 | 14 | 0.342 | 0.1145 | 0.1239 | 0.3160 | 0.3418 |
| 2016-17 | Fort McMurray Oil Barons | AJHL | 52 | 21 | 29 | 50 | 0.962 | 0.3225 | 0.3332 | 0.8896 | 0.9190 |
| 2017-18 | — | AJHL | 60 | 39 | 29 | 68 | 1.133 | 0.3801 | 0.3713 | 1.0485 | 1.0242 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Niagara | D1 | AHA | — | 40 | 14 | 14 | 28 | 0.700 |
| 2021-22 | Niagara | D1 | AHA | — | 36 | 11 | 8 | 19 | 0.528 |
| 2020-21 | Niagara | D1 | AHA | — | 22 | 7 | 4 | 11 | 0.500 |
| 2019-20 | Niagara | D1 | AHA | — | 29 | 1 | 5 | 6 | 0.207 |
| 2018-19 | Niagara | D1 | AHA | — | 25 | 2 | 3 | 5 | 0.200 |
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.