| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Maryland Black Bears | NAHL | 42 | 4 | 10 | 14 | 0.333 | 0.1238 | 0.1238 | 0.3529 | 0.3529 |
| 2020-21 | Maryland Black Bears | NAHL | 36 | 3 | 10 | 13 | 0.361 | 0.1341 | 0.1341 | 0.3823 | 0.3823 |
| 2021-22 | Maryland Black Bears | NAHL | 44 | 3 | 10 | 13 | 0.295 | 0.1097 | 0.1040 | 0.3129 | 0.2966 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Stevenson | D3 | MAC | SR | 24 | 2 | 9 | 11 | 0.458 |
| 2024-25 | Stevenson | D3 | MAC | JR | 23 | 3 | 4 | 7 | 0.304 |
| 2023-24 | Stevenson | D3 | MAC | SO | 25 | 2 | 6 | 8 | 0.320 |
| 2022-23 | Stevenson | D3 | MAC | FR | 27 | 7 | 7 | 14 | 0.518 |
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.