| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Pomfret | NE-Prep | 30 | 18 | 11 | 29 | 0.967 | 0.1949 | 0.1949 | 0.4425 | 0.4425 |
| 2019-20 | Pomfret | NE-Prep | 28 | 8 | 8 | 16 | 0.571 | 0.1152 | 0.1152 | 0.2615 | 0.2615 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Amherst | D3 | NESCAC | SR | 25 | 4 | 12 | 16 | 0.640 |
| 2022-23 | Amherst | D3 | NESCAC | JR | 26 | 6 | 8 | 14 | 0.538 |
| 2021-22 | Amherst | D3 | NESCAC | SO | 15 | 0 | 3 | 3 | 0.200 |
| 2020-21 | Amherst | D3 | NESCAC | FR | 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.