| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Vermont Lumberjacks | EHL | 40 | 5 | 13 | 18 | 0.450 | 0.0966 | 0.0975 | 0.2204 | 0.2225 |
| 2015-16 | Vermont Lumberjacks | EHL | 36 | 15 | 19 | 34 | 0.944 | 0.2027 | 0.1957 | 0.4625 | 0.4465 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Nazareth | D3 | UCHC | SR | 28 | 16 | 7 | 23 | 0.821 |
| 2018-19 | Nazareth | D3 | UCHC | JR | 28 | 9 | 6 | 15 | 0.536 |
| 2017-18 | Nazareth | D3 | UCHC | SO | 24 | 8 | 6 | 14 | 0.583 |
| 2016-17 | Nazareth | D3 | UCHC | FR | 25 | 2 | 4 | 6 | 0.240 |
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.