| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Chicago Steel | USHL | 2 | 0 | 1 | 1 | 0.500 | 0.2949 | 0.3122 | 1.5017 | 1.5898 |
| 2018-19 | Penticton Vees | BCHL | 22 | 2 | 8 | 10 | 0.455 | 0.1751 | 0.1797 | 0.6614 | 0.6788 |
| 2019-20 | Penticton Vees | BCHL | 58 | 6 | 36 | 42 | 0.724 | 0.2790 | 0.2790 | 1.0538 | 1.0538 |
| 2020-21 | Tri-City Storm | USHL | 33 | 3 | 11 | 14 | 0.424 | 0.2502 | 0.2502 | 1.2740 | 1.2740 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Miami | D1 | NCHC | — | 33 | 2 | 7 | 9 | 0.273 |
| 2023-24 | Sacred Heart | D1 | AHA | GR | 14 | 1 | 4 | 5 | 0.357 |
| 2022-23 | Sacred Heart | D1 | AHA | SR | 34 | 3 | 17 | 20 | 0.588 |
| 2021-22 | Sacred Heart | D1 | AHA | JR | 25 | 3 | 6 | 9 | 0.360 |
| 2020-21 | Vermont | D1 | HockeyEast | FR | 6 | 0 | 1 | 1 | 0.167 |
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.