| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Nepean Raiders | CCHL | 56 | 14 | 25 | 39 | 0.696 | 0.1988 | 0.2043 | 0.5391 | 0.5541 |
| 2017-18 | Nepean Raiders | CCHL | 60 | 19 | 32 | 51 | 0.850 | 0.2426 | 0.2368 | 0.6580 | 0.6424 |
| 2018-19 | Jersey Hitmen | NCDC | 47 | 21 | 29 | 50 | 1.064 | 0.2998 | 0.2834 | 0.8613 | 0.8141 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Middlebury | D3 | NESCAC | SR | 19 | 1 | 6 | 7 | 0.368 |
| 2021-22 | Middlebury | D3 | NESCAC | JR | 16 | 3 | 5 | 8 | 0.500 |
| 2020-21 | Middlebury | D3 | NESCAC | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Middlebury | D3 | NESCAC | FR | 22 | 3 | 9 | 12 | 0.545 |
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.