| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Valley Jr. Warriors | EHL | 12 | 0 | 3 | 3 | 0.250 | 0.0578 | 0.0609 | 0.1223 | 0.1288 |
| 2024-25 | Springfield Jr. Pics | USPHL-Premier | 43 | 21 | 44 | 65 | 1.512 | 0.1977 | 0.1914 | 0.5130 | 0.4965 |
| 2025-26 | — | NCDC | 51 | 24 | 36 | 60 | 1.177 | 0.4797 | 0.4483 | 0.9457 | 0.8839 |
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.