| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Nepean Raiders | CCHL | 61 | 5 | 14 | 19 | 0.311 | 0.0889 | 0.0872 | 0.2411 | 0.2366 |
| 2018-19 | Renfrew Wolves | CCHL | 55 | 13 | 17 | 30 | 0.545 | 0.1557 | 0.1459 | 0.4223 | 0.3957 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Elmira | D3 | UCHC | SR | 25 | 2 | 7 | 9 | 0.360 |
| 2021-22 | Elmira | D3 | UCHC | JR | 26 | 2 | 6 | 8 | 0.308 |
| 2020-21 | Elmira | D3 | UCHC | SO | 15 | 1 | 5 | 6 | 0.400 |
| 2019-20 | Elmira | D3 | UCHC | FR | 22 | 3 | 2 | 5 | 0.227 |
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.