| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Alberni Valley Bulldogs | BCHL | 45 | 8 | 9 | 17 | 0.378 | 0.1470 | 0.1633 | 0.5509 | 0.6121 |
| 2016-17 | Alberni Valley Bulldogs | BCHL | 58 | 15 | 9 | 24 | 0.414 | 0.1611 | 0.1708 | 0.6034 | 0.6395 |
| 2017-18 | Olds Grizzlys | AJHL | 31 | 7 | 8 | 15 | 0.484 | 0.1616 | 0.1618 | 0.4492 | 0.4498 |
| 2018-19 | — | AJHL | 48 | 16 | 18 | 34 | 0.708 | 0.2366 | 0.2255 | 0.6575 | 0.6265 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Salve Regina | D3 | CNE | SR | 16 | 0 | 2 | 2 | 0.125 |
| 2021-22 | Salve Regina | D3 | CNE | JR | 16 | 6 | 7 | 13 | 0.812 |
| 2020-21 | Salve Regina | D3 | CNE | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Salve Regina | D3 | CNE | FR | 18 | 8 | 7 | 15 | 0.833 |
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.