| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Soo Thunderbirds | NOJHL | 14 | 1 | 3 | 4 | 0.286 | 0.0407 | 0.0392 | 0.1190 | 0.1145 |
| 2022-23 | Express Hockey Club | EHL | 42 | 7 | 4 | 11 | 0.262 | 0.0383 | 0.0369 | 0.1283 | 0.1235 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Worcester State | D3 | MASCAC | GR | 15 | 3 | 1 | 4 | 0.267 |
| 2024-25 | Worcester State | D3 | MASCAC | SR | 23 | 2 | 2 | 4 | 0.174 |
| 2023-24 | Worcester State | D3 | MASCAC | JR | 17 | 0 | 2 | 2 | 0.118 |
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.