| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | New Hampton | NE-Prep | 35 | 6 | 19 | 25 | 0.714 | 0.1440 | 0.1440 | 0.3269 | 0.3269 |
| 2020-21 | New Hampton | NE-Prep | 13 | 11 | 7 | 18 | 1.385 | 0.2791 | 0.2791 | 0.6337 | 0.6337 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Assumption | D2 | NE10 | SR | 32 | 11 | 22 | 33 | 1.031 |
| 2023-24 | Assumption | D2 | NE10 | JR | 32 | 23 | 25 | 48 | 1.500 |
| 2022-23 | Assumption | D2 | NE10 | SO | 29 | 10 | 14 | 24 | 0.828 |
| 2021-22 | Assumption | D2 | NE10 | FR | 29 | 6 | 10 | 16 | 0.552 |
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.