| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Maryland Black Bears | NAHL | 58 | 8 | 22 | 30 | 0.517 | 0.1900 | 0.1990 | 0.5459 | 0.5716 |
| 2025-26 | Maryland Black Bears | NAHL | 54 | 16 | 32 | 48 | 0.889 | 0.3266 | 0.3259 | 0.9382 | 0.9362 |
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.