| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Valley Jr. Warriors | EHLP | 39 | 9 | 11 | 20 | 0.513 | 0.0588 | 0.0612 | 0.1156 | 0.1204 |
| 2016-17 | Valley Jr. Warriors | EHL | 8 | 3 | 2 | 5 | 0.625 | 0.1444 | 0.1503 | 0.3058 | 0.3182 |
| 2017-18 | Northern Cyclones | USPHL-Premier | 44 | 8 | 13 | 21 | 0.477 | 0.0624 | 0.0604 | 0.1620 | 0.1568 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Franklin Pierce | D1 | NE10 | SO | 28 | 1 | 4 | 5 | 0.179 |
| 2019-20 | Franklin Pierce | D2 | NE10 | — | 28 | 1 | 4 | 5 | 0.179 |
| 2018-19 | Franklin Pierce | D1 | NE10 | FR | 26 | 4 | 4 | 8 | 0.308 |
| 2018-19 | Franklin Pierce | D2 | NE10 | — | 26 | 4 | 4 | 8 | 0.308 |
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.