| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Valley Jr. Warriors | EHL | 28 | 3 | 1 | 4 | 0.143 | 0.0209 | 0.0207 | 0.0701 | 0.0693 |
| 2014-15 | Valley Jr. Warriors | EHL | 44 | 15 | 8 | 23 | 0.523 | 0.0765 | 0.0721 | 0.2563 | 0.2415 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | New England College | D3 | LittleEast | SR | 3 | 1 | 0 | 1 | 0.333 |
| 2017-18 | New England College | D3 | LittleEast | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2016-17 | New England College | D3 | LittleEast | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2015-16 | New England College | D3 | LittleEast | FR | 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.