| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Merritt Centennials | BCHL | 55 | 5 | 32 | 37 | 0.673 | 0.2618 | 0.2529 | 0.9810 | 0.9477 |
| 2016-17 | Merritt Centennials | BCHL | 48 | 5 | 21 | 26 | 0.542 | 0.2108 | 0.1929 | 0.7900 | 0.7228 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Niagara | D1 | AHA | — | 11 | 1 | 5 | 6 | 0.545 |
| 2020-21 | Hobart | D3 | SUNYAC | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Hobart | D3 | SUNYAC | JR | 28 | 1 | 20 | 21 | 0.750 |
| 2018-19 | Hobart | D3 | SUNYAC | SO | 26 | 3 | 10 | 13 | 0.500 |
| 2017-18 | Hobart | D3 | SUNYAC | FR | 24 | 4 | 14 | 18 | 0.750 |
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.