| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | P.A.L. Junior Islanders | NCDC | 42 | 4 | 9 | 13 | 0.309 | 0.0872 | 0.0890 | 0.2506 | 0.2559 |
| 2018-19 | Aberdeen Wings | NAHL | 12 | 0 | 2 | 2 | 0.167 | 0.0619 | 0.0600 | 0.1765 | 0.1712 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | UMass Dartmouth | D3 | HockeyEast | FR | 28 | 10 | 8 | 18 | 0.643 |
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.