| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Newmarket Hurricanes | OJHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2016-17 | Jersey Hitmen | USPHL-Premier-Classic | 37 | 11 | 27 | 38 | 1.027 | 0.2883 | 0.3153 | 0.8444 | 0.9236 |
| 2017-18 | Brooks Bandits | AJHL | 56 | 18 | 30 | 48 | 0.857 | 0.2875 | 0.2885 | 0.7932 | 0.7960 |
| 2018-19 | Brooks Bandits | AJHL | 53 | 23 | 33 | 56 | 1.057 | 0.3544 | 0.3385 | 0.9778 | 0.9339 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Aurora | D3 | NCHA | — | 13 | 4 | 12 | 16 | 1.231 |
| 2021-22 | Aurora | D3 | NCHA | — | 27 | 18 | 10 | 28 | 1.037 |
| 2020-21 | Vermont | D1 | HockeyEast | SO | 7 | 2 | 0 | 2 | 0.286 |
| 2019-20 | Vermont | D1 | HockeyEast | FR | 23 | 1 | 2 | 3 | 0.130 |
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.