| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Connecticut RoughRiders | EHL | 46 | 7 | 9 | 16 | 0.348 | 0.0746 | 0.0801 | 0.1703 | 0.1828 |
| 2018-19 | Connecticut RoughRiders | EHL | 43 | 12 | 18 | 30 | 0.698 | 0.1497 | 0.1532 | 0.3417 | 0.3496 |
| 2019-20 | Connecticut RoughRiders | EHL | 46 | 14 | 17 | 31 | 0.674 | 0.1446 | 0.1446 | 0.3300 | 0.3300 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Saint Anselm | D2 | NE10 | SR | 30 | 8 | 13 | 21 | 0.700 |
| 2022-23 | Saint Anselm | D2 | NE10 | JR | 27 | 9 | 8 | 17 | 0.630 |
| 2021-22 | Saint Anselm | D2 | NE10 | SO | 26 | 10 | 15 | 25 | 0.962 |
| 2020-21 | Saint Anselm | D2 | NE10 | 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.