| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Brockville Braves | CCHL | 62 | 9 | 12 | 21 | 0.339 | 0.0967 | 0.0951 | 0.2622 | 0.2578 |
| 2018-19 | Brockville Braves | CCHL | 59 | 25 | 15 | 40 | 0.678 | 0.1935 | 0.1817 | 0.5248 | 0.4927 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Hamilton | D3 | NESCAC | SR | 25 | 8 | 8 | 16 | 0.640 |
| 2021-22 | Hamilton | D3 | NESCAC | JR | 22 | 5 | 9 | 14 | 0.636 |
| 2020-21 | Hamilton | D3 | NESCAC | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Hamilton | D3 | NESCAC | FR | 26 | 5 | 5 | 10 | 0.385 |
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.