| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Philadelphia Jr. Flyers | EHL | 7 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Philadelphia Revolution | EHL | 38 | 9 | 13 | 22 | 0.579 | 0.1242 | 0.1226 | 0.2835 | 0.2799 |
| 2015-16 | Philadelphia Flyers Elite | USPHL-Premier-Classic | 39 | 8 | 13 | 21 | 0.538 | 0.1617 | 0.1532 | 0.4436 | 0.4204 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | UMass Boston | D3 | HockeyEast | SO | 3 | 0 | 0 | 0 | 0.000 |
| 2016-17 | UMass Boston | D3 | HockeyEast | FR | 1 | 0 | 1 | 1 | 1.000 |
| 2001-02 | Army | D1 | — | SR | 32 | 5 | 13 | 18 | 0.562 |
| 2001-02 | Wisconsin-Eau Claire | D3 | — | SR | 25 | 4 | 18 | 22 | 0.880 |
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.