| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Bay State Breakers | USPHL-Elite | 6 | 1 | 0 | 1 | 0.167 | 0.0200 | 0.0214 | 0.0383 | 0.0410 |
| 2016-17 | South Shore Kings | USPHL-Elite | 10 | 5 | 2 | 7 | 0.700 | 0.0839 | 0.0850 | 0.1607 | 0.1629 |
| 2017-18 | Bridgewater Jr. Bandits | USPHL-Premier | 11 | 4 | 5 | 9 | 0.818 | 0.1101 | 0.1064 | 0.2785 | 0.2691 |
| 2018-19 | Valley Jr. Warriors | EHL | 24 | 7 | 22 | 29 | 1.208 | 0.2593 | 0.2420 | 0.5917 | 0.5523 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Southern New Hampshire | D2 | NE10 | SR | 27 | 15 | 12 | 27 | 1.000 |
| 2021-22 | Southern New Hampshire | D2 | NE10 | JR | 24 | 21 | 12 | 33 | 1.375 |
| 2020-21 | Southern New Hampshire | D2 | NE10 | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Southern New Hampshire | D2 | NE10 | FR | 22 | 12 | 8 | 20 | 0.909 |
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.