| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Lone Star Brahmas | NAHL | 39 | 4 | 8 | 12 | 0.308 | 0.1219 | 0.1256 | 0.3231 | 0.3330 |
| 2019-20 | Philadelphia Rebels | NAHL | 54 | 13 | 13 | 26 | 0.481 | 0.1908 | 0.1908 | 0.5055 | 0.5055 |
| 2020-21 | — | NAHL | 54 | 3 | 5 | 8 | 0.148 | 0.0587 | 0.0587 | 0.1555 | 0.1555 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Trinity | D3 | NESCAC | SR | 20 | 2 | 3 | 5 | 0.250 |
| 2023-24 | Trinity | D3 | NESCAC | JR | 30 | 5 | 7 | 12 | 0.400 |
| 2022-23 | Trinity | D3 | NESCAC | SO | 25 | 2 | 7 | 9 | 0.360 |
| 2021-22 | Trinity | D3 | NESCAC | FR | 24 | 1 | 6 | 7 | 0.292 |
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.