| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Colorado Grit | NAHL | 55 | 7 | 13 | 20 | 0.364 | 0.1336 | 0.1384 | 0.3838 | 0.3975 |
| 2024-25 | Colorado Grit | NAHL | 57 | 24 | 19 | 43 | 0.754 | 0.2772 | 0.2725 | 0.7963 | 0.7829 |
| 2025-26 | — | NAHL | 53 | 19 | 16 | 35 | 0.660 | 0.2426 | 0.2266 | 0.6971 | 0.6511 |
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.