| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Berkshire School | NE-Prep | 28 | 4 | 0 | 4 | 0.143 | 0.0276 | 0.0276 | 0.0654 | 0.0654 |
| 2019-20 | Berkshire School | NE-Prep | 30 | 4 | 3 | 7 | 0.233 | 0.0450 | 0.0450 | 0.1068 | 0.1068 |
| 2021-22 | South Shore Kings | NCDC | 36 | 3 | 3 | 6 | 0.167 | 0.0385 | 0.0381 | 0.1348 | 0.1334 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wesleyan | D3 | NESCAC | SR | 25 | 4 | 3 | 7 | 0.280 |
| 2024-25 | Wesleyan | D3 | NESCAC | JR | 24 | 3 | 2 | 5 | 0.208 |
| 2023-24 | Wesleyan | D3 | NESCAC | SO | 16 | 3 | 1 | 4 | 0.250 |
| 2022-23 | Wesleyan | D3 | NESCAC | FR | 18 | 1 | 3 | 4 | 0.222 |
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.