| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Odessa Jackalopes | NAHL | 46 | 4 | 5 | 9 | 0.196 | 0.0719 | 0.0749 | 0.2066 | 0.2153 |
| 2024-25 | — | NAHL | 46 | 8 | 8 | 16 | 0.348 | 0.1278 | 0.1265 | 0.3671 | 0.3633 |
| 2025-26 | Chippewa Steel | NAHL | 24 | 1 | 5 | 6 | 0.250 | 0.0919 | 0.0864 | 0.2639 | 0.2482 |
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.