| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | — | USHL | 52 | 0 | 3 | 3 | 0.058 | 0.0340 | 0.0361 | 0.1733 | 0.1840 |
| 2018-19 | — | USHL | 62 | 2 | 17 | 19 | 0.306 | 0.1808 | 0.1826 | 0.9205 | 0.9297 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | UMass | D1 | HockeyEast | — | 37 | 6 | 11 | 17 | 0.460 |
| 2021-22 | UMass Lowell | D1 | HockeyEast | — | 37 | 6 | 11 | 17 | 0.460 |
| 2020-21 | UMass | D1 | HockeyEast | SO | 29 | 10 | 13 | 23 | 0.793 |
| 2019-20 | UMass | D1 | HockeyEast | FR | 34 | 7 | 4 | 11 | 0.324 |
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.