| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Islanders Hockey Club | NCDC | 48 | 15 | 22 | 37 | 0.771 | 0.4298 | 0.4553 | 0.6233 | 0.6602 |
| 2019-20 | Corpus Christi IceRays | NAHL | 27 | 0 | 2 | 2 | 0.074 | 0.0294 | 0.0294 | 0.0778 | 0.0778 |
| 2020-21 | Islanders Hockey Club | NCDC | 37 | 13 | 3 | 16 | 0.432 | 0.2411 | 0.2411 | 0.3496 | 0.3496 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Connecticut College | D3 | NESCAC | SR | 22 | 1 | 6 | 7 | 0.318 |
| 2023-24 | Connecticut College | D3 | NESCAC | JR | 25 | 1 | 2 | 3 | 0.120 |
| 2022-23 | Connecticut College | D3 | NESCAC | SO | 22 | 0 | 2 | 2 | 0.091 |
| 2021-22 | Connecticut College | D3 | NESCAC | FR | 21 | 2 | 4 | 6 | 0.286 |
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.