| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | New Hampton | NE-Prep | 32 | 5 | 7 | 12 | 0.375 | 0.0723 | 0.0723 | 0.1716 | 0.1716 |
| 2019-20 | New Hampton | NE-Prep | 30 | 1 | 12 | 13 | 0.433 | 0.0836 | 0.0836 | 0.1983 | 0.1983 |
| 2020-21 | Islanders Hockey Club | NCDC | 28 | 0 | 3 | 3 | 0.107 | 0.0248 | 0.0248 | 0.0866 | 0.0866 |
| 2021-22 | Northeast Generals | NAHL | 48 | 1 | 12 | 13 | 0.271 | 0.0962 | 0.0913 | 0.2843 | 0.2700 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Connecticut College | D3 | NESCAC | SR | 23 | 2 | 4 | 6 | 0.261 |
| 2024-25 | Connecticut College | D3 | NESCAC | JR | 25 | 1 | 8 | 9 | 0.360 |
| 2023-24 | Connecticut College | D3 | NESCAC | SO | 24 | 2 | 9 | 11 | 0.458 |
| 2022-23 | Connecticut College | D3 | NESCAC | FR | 24 | 1 | 7 | 8 | 0.333 |
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.