| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | — | NTDP-U18 | 64 | 25 | 25 | 50 | 0.781 | 0.5807 | 0.5905 | 2.9150 | 2.9641 |
| 2017-18 | — | NTDP-U18 | 62 | 33 | 43 | 76 | 1.226 | 0.9111 | 0.8801 | 4.5740 | 4.4186 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Boston University | D1 | HockeyEast | — | 37 | 17 | 19 | 36 | 0.973 |
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.