| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Alberni Valley Bulldogs | BCHL | 10 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2017-18 | Alberni Valley Bulldogs | BCHL | 58 | 20 | 22 | 42 | 0.724 | 0.2697 | 0.2956 | 1.0551 | 1.1563 |
| 2018-19 | Alberni Valley Bulldogs | BCHL | 57 | 20 | 32 | 52 | 0.912 | 0.3398 | 0.3540 | 1.3293 | 1.3850 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Canisius | D1 | AHA | SR | 42 | 16 | 20 | 36 | 0.857 |
| 2021-22 | Canisius | D1 | AHA | JR | 30 | 11 | 15 | 26 | 0.867 |
| 2020-21 | Canisius | D1 | AHA | SO | 17 | 9 | 9 | 18 | 1.059 |
| 2019-20 | Canisius | D1 | AHA | FR | 34 | 10 | 7 | 17 | 0.500 |
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.