| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Lincoln Stars | USHL | 10 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2024-25 | Wisconsin Windigo | NAHL | 34 | 11 | 9 | 20 | 0.588 | 0.2161 | 0.2315 | 0.6217 | 0.6660 |
| 2025-26 | — | NAHL | 43 | 21 | 40 | 61 | 1.419 | 0.5212 | 0.5327 | 1.4993 | 1.5325 |
| 2026-27 | Bismarck Bobcats | NAHL | 7 | 1 | 11 | 12 | 1.714 | 0.6298 | 0.6232 | 1.8118 | 1.7927 |
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.