| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Millbrook | NE-Prep | 29 | 16 | 21 | 37 | 1.276 | 0.2528 | 0.2528 | 0.5813 | 0.5813 |
| 2019-20 | — | NAHL | 9 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | New York Apple Core | EHL | 18 | 9 | 21 | 30 | 1.667 | 0.3850 | 0.3850 | 0.8155 | 0.8155 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Western New England | D3 | CNE | — | 0 | 0 | 0 | 0 | 0.000 |
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.