| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Notre Dame Hounds | SJHL | 18 | 0 | 3 | 3 | 0.167 | 0.0482 | 0.0503 | 0.1255 | 0.1311 |
| 2013-14 | Philadelphia Jr. Flyers | EHL | 41 | 7 | 14 | 21 | 0.512 | 0.1099 | 0.1046 | 0.2508 | 0.2388 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Canton | D3 | — | SR | 25 | 2 | 2 | 4 | 0.160 |
| 2016-17 | Canton | D3 | — | JR | 25 | 1 | 1 | 2 | 0.080 |
| 2015-16 | Canton | D3 | — | SO | 25 | 1 | 2 | 3 | 0.120 |
| 2014-15 | Canton | D3 | — | FR | 24 | 2 | 5 | 7 | 0.292 |
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.