| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Merritt Centennials | BCHL | 46 | 5 | 7 | 12 | 0.261 | 0.1005 | 0.1028 | 0.3802 | 0.3889 |
| 2017-18 | Merritt Centennials | BCHL | 57 | 12 | 34 | 46 | 0.807 | 0.3109 | 0.3031 | 1.1759 | 1.1463 |
| 2018-19 | Merritt Centennials | BCHL | 58 | 18 | 41 | 59 | 1.017 | 0.3919 | 0.3609 | 1.4822 | 1.3650 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Clarkson | D1 | ECAC | SO | 12 | 1 | 2 | 3 | 0.250 |
| 2019-20 | Alaska Anchorage | D1 | WCHA | FR | 35 | 7 | 9 | 16 | 0.457 |
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.