| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Merritt Centennials | BCHL | 7 | 0 | 4 | 4 | 0.571 | 0.2202 | 0.2266 | 0.8326 | 0.8567 |
| 2018-19 | Merritt Centennials | BCHL | 34 | 4 | 9 | 13 | 0.382 | 0.1473 | 0.1436 | 0.5572 | 0.5433 |
| 2019-20 | Swan Valley Stampeders | MJHL | 46 | 19 | 17 | 36 | 0.783 | 0.1507 | 0.1507 | 0.4932 | 0.4932 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Alvernia | D3 | MAC | SR | 26 | 8 | 9 | 17 | 0.654 |
| 2024-25 | Alvernia | D3 | MAC | JR | 26 | 9 | 8 | 17 | 0.654 |
| 2023-24 | Alvernia | D3 | MAC | SO | 27 | 7 | 6 | 13 | 0.481 |
| 2022-23 | Alvernia | D3 | MAC | FR | 10 | 4 | 0 | 4 | 0.400 |
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.