| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Valley Jr. Warriors | EHLP | 42 | 4 | 18 | 22 | 0.524 | 0.0601 | 0.0597 | 0.1181 | 0.1174 |
| 2016-17 | Valley Jr. Warriors | EHL | 25 | 1 | 2 | 3 | 0.120 | 0.0277 | 0.0275 | 0.0587 | 0.0583 |
| 2017-18 | Valley Jr. Warriors | EHL | 49 | 5 | 15 | 20 | 0.408 | 0.0943 | 0.0884 | 0.1997 | 0.1873 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Western New England | D3 | CNE | — | 9 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Western New England | D1 | CNE | SO | 1 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Western New England | D3 | CNE | — | 1 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Western New England | D1 | CNE | FR | 1 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Western New England | D3 | CNE | — | 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.