| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Southern Tier Xpress | NA3HL | 35 | 5 | 14 | 19 | 0.543 | 0.0654 | 0.0711 | 0.1715 | 0.1863 |
| 2015-16 | Wilkes-Barre/Scranton Knights | NAHL | 5 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2016-17 | Wilkes-Barre/Scranton Knights | NAHL | 58 | 16 | 22 | 38 | 0.655 | 0.2433 | 0.2422 | 0.6937 | 0.6906 |
| 2017-18 | Wilkes-Barre/Scranton Knights | NAHL | 59 | 20 | 19 | 39 | 0.661 | 0.2454 | 0.2322 | 0.6999 | 0.6622 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Nichols | D3 | CNE | SR | 23 | 10 | 13 | 23 | 1.000 |
| 2020-21 | Nichols | D3 | CNE | JR | 4 | 3 | 3 | 6 | 1.500 |
| 2019-20 | Nichols | D3 | CNE | SO | 27 | 12 | 12 | 24 | 0.889 |
| 2018-19 | Nichols | D3 | CNE | FR | 25 | 8 | 6 | 14 | 0.560 |
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.