| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Espanola Paper Kings | NOJHL | 53 | 18 | 26 | 44 | 0.830 | 0.1400 | 0.1389 | 0.3449 | 0.3421 |
| 2019-20 | Espanola Paper Kings | NOJHL | 55 | 15 | 25 | 40 | 0.727 | 0.1226 | 0.1226 | 0.3022 | 0.3022 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Finlandia | D3 | — | FR | 6 | 1 | 2 | 3 | 0.500 |
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.