| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Philadelphia Revolution | EHL | 38 | 4 | 10 | 14 | 0.368 | 0.0851 | 0.0914 | 0.1803 | 0.1937 |
| 2017-18 | Philadelphia Revolution | EHL | 34 | 1 | 18 | 19 | 0.559 | 0.1291 | 0.1315 | 0.2734 | 0.2785 |
| 2018-19 | Philadelphia Revolution | EHL | 28 | 4 | 11 | 15 | 0.536 | 0.1237 | 0.1198 | 0.2621 | 0.2538 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Chatham | D3 | UCHC | — | 12 | 0 | 2 | 2 | 0.167 |
| 2021-22 | Chatham | D3 | UCHC | — | 24 | 0 | 5 | 5 | 0.208 |
| 2020-21 | Stevenson | D1 | MAC | SO | 1 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Stevenson | D3 | MAC | — | 1 | 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.