| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Philadelphia Jr. Flyers | EHL | 38 | 1 | 9 | 10 | 0.263 | 0.0565 | 0.0552 | 0.1289 | 0.1260 |
| 2015-16 | Philadelphia Jr. Flyers | EHL | 32 | 1 | 17 | 18 | 0.562 | 0.1207 | 0.1127 | 0.2755 | 0.2572 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Stevenson | D3 | MAC | SR | 28 | 1 | 4 | 5 | 0.179 |
| 2018-19 | Stevenson | D3 | MAC | JR | 25 | 2 | 1 | 3 | 0.120 |
| 2017-18 | Stevenson | D3 | MAC | SO | 22 | 0 | 3 | 3 | 0.136 |
| 2016-17 | Stevenson | D3 | MAC | FR | 25 | 0 | 7 | 7 | 0.280 |
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.