| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Langley Rivermen | BCHL | 48 | 9 | 10 | 19 | 0.396 | 0.1525 | 0.1525 | 0.5751 | 0.5751 |
| 2015-16 | Coquitlam Express | BCHL | 33 | 7 | 4 | 11 | 0.333 | 0.1284 | 0.1284 | 0.4843 | 0.4843 |
| 2016-17 | Coquitlam Express | BCHL | 11 | 3 | 6 | 9 | 0.818 | 0.3153 | 0.3153 | 1.1889 | 1.1889 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Salve Regina | D3 | CNE | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Salve Regina | D1 | CNE | JR | 25 | 12 | 6 | 18 | 0.720 |
| 2019-20 | Salve Regina | D3 | CNE | JR | 25 | 12 | 6 | 18 | 0.720 |
| 2018-19 | Salve Regina | D1 | CNE | SO | 16 | 5 | 3 | 8 | 0.500 |
| 2018-19 | Salve Regina | D3 | CNE | SO | 16 | 5 | 3 | 8 | 0.500 |
| 2017-18 | Salve Regina | D3 | CNE | FR | 30 | 14 | 9 | 23 | 0.767 |
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.