| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Alberni Valley Bulldogs | BCHL | 5 | 1 | 2 | 3 | 0.600 | 0.2235 | 0.2546 | 0.8743 | 0.9960 |
| 2018-19 | Alberni Valley Bulldogs | BCHL | 57 | 4 | 9 | 13 | 0.228 | 0.0850 | 0.0922 | 0.3324 | 0.3607 |
| 2019-20 | Alberni Valley Bulldogs | BCHL | 56 | 11 | 17 | 28 | 0.500 | 0.1862 | 0.1862 | 0.7286 | 0.7286 |
| 2020-21 | Alberni Valley Bulldogs | BCHL | 20 | 14 | 15 | 29 | 1.450 | 0.5401 | 0.5401 | 2.1128 | 2.1128 |
| 2021-22 | Alberni Valley Bulldogs | BCHL | 53 | 20 | 31 | 51 | 0.962 | 0.3585 | 0.3351 | 1.4022 | 1.3105 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bentley | D1 | AHA | SR | 40 | 11 | 20 | 31 | 0.775 |
| 2024-25 | Bentley | D1 | AHA | JR | 40 | 5 | 20 | 25 | 0.625 |
| 2023-24 | Bentley | D1 | AHA | SO | 35 | 6 | 21 | 27 | 0.771 |
| 2022-23 | Bentley | D1 | AHA | FR | 33 | 7 | 8 | 15 | 0.455 |
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.