| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Merritt Centennials | BCHL | 5 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Cowichan Valley Capitals | BCHL | 53 | 12 | 12 | 24 | 0.453 | 0.1687 | 0.1748 | 0.6598 | 0.6836 |
| 2015-16 | Cowichan Valley Capitals | BCHL | 56 | 13 | 13 | 26 | 0.464 | 0.1730 | 0.1700 | 0.6765 | 0.6646 |
| 2016-17 | Trail Smoke Eaters | BCHL | 57 | 33 | 31 | 64 | 1.123 | 0.4182 | 0.3895 | 1.6360 | 1.5237 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Clarkson | D1 | ECAC | — | 31 | 12 | 5 | 17 | 0.548 |
| 2020-21 | Bentley | D1 | AHA | SR | 15 | 5 | 11 | 16 | 1.067 |
| 2019-20 | Bentley | D1 | AHA | JR | 36 | 6 | 17 | 23 | 0.639 |
| 2018-19 | Bentley | D1 | AHA | SO | 37 | 11 | 25 | 36 | 0.973 |
| 2017-18 | Bentley | D1 | AHA | FR | 35 | 12 | 18 | 30 | 0.857 |
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.