| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Wilkes-Barre/Scranton Knights | EHL | 43 | 16 | 17 | 33 | 0.767 | 0.1647 | 0.1692 | 0.3758 | 0.3860 |
| 2015-16 | Wilkes-Barre/Scranton Knights | NAHL | 40 | 11 | 11 | 22 | 0.550 | 0.2042 | 0.1986 | 0.5823 | 0.5663 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Buffalo State | D3 | SUNYAC | SR | 26 | 13 | 14 | 27 | 1.038 |
| 2018-19 | Buffalo State | D3 | SUNYAC | JR | 25 | 7 | 12 | 19 | 0.760 |
| 2017-18 | Buffalo State | D3 | SUNYAC | SO | 25 | 8 | 15 | 23 | 0.920 |
| 2016-17 | Buffalo State | D3 | SUNYAC | FR | 23 | 9 | 9 | 18 | 0.783 |
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.