| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Buffalo Thunder | USPHL-Premier | 9 | 4 | 1 | 5 | 0.556 | 0.1831 | 0.1831 | 0.1890 | 0.1890 |
| 2021-22 | Elliot Lake Vikings | NOJHL | 25 | 5 | 8 | 13 | 0.520 | 0.1322 | 0.1338 | 0.2157 | 0.2184 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Canisius | ACHA_D1 | — | — | 7 | 2 | 1 | 3 | 0.429 |
| 2024-25 | Canisius | ACHA_D1 | — | — | 7 | 2 | 1 | 3 | 0.429 |
| 2023-24 | Canisius | ACHA_D1 | — | — | 7 | 2 | 1 | 3 | 0.429 |
| 2022-23 | Canisius | ACHA_D1 | — | — | 7 | 2 | 1 | 3 | 0.429 |
| 2021-22 | Canisius | ACHA_D1 | — | — | 7 | 2 | 1 | 3 | 0.429 |
| 2020-21 | Canisius | ACHA_D1 | — | — | 7 | 2 | 1 | 3 | 0.429 |
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.