| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | New Jersey Jr. Titans | EHL | 3 | 0 | 3 | 3 | 1.000 | 0.1463 | 0.1693 | 0.4903 | 0.5675 |
| 2014-15 | New Jersey Jr. Titans | EHL | 4 | 0 | 2 | 2 | 0.500 | 0.0732 | 0.0813 | 0.2452 | 0.2723 |
| 2015-16 | New Jersey Jr. Titans | NAHL | 44 | 7 | 13 | 20 | 0.455 | 0.1614 | 0.1704 | 0.4772 | 0.5038 |
| 2016-17 | Wilkes-Barre/Scranton Knights | NAHL | 49 | 12 | 25 | 37 | 0.755 | 0.2682 | 0.2686 | 0.7928 | 0.7940 |
| 2017-18 | Wilkes-Barre/Scranton Knights | NAHL | 54 | 14 | 12 | 26 | 0.481 | 0.1710 | 0.1628 | 0.5055 | 0.4813 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Skidmore | D3 | SUNYAC | SR | 25 | 11 | 12 | 23 | 0.920 |
| 2020-21 | Skidmore | D3 | SUNYAC | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Skidmore | D1 | — | SO | 22 | 5 | 7 | 12 | 0.545 |
| 2019-20 | Skidmore | D3 | SUNYAC | SO | 22 | 5 | 7 | 12 | 0.545 |
| 2018-19 | Skidmore | D1 | — | FR | 16 | 4 | 2 | 6 | 0.375 |
| 2018-19 | Skidmore | D3 | SUNYAC | FR | 16 | 4 | 2 | 6 | 0.375 |
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.