| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Grand Rapids | USHS-MN | 27 | 2 | 5 | 7 | 0.259 | 0.0328 | 0.0328 | 0.0630 | 0.0630 |
| 2020-21 | Grand Rapids | USHS-MN | 18 | 4 | 6 | 10 | 0.556 | 0.0703 | 0.0703 | 0.1350 | 0.1350 |
| 2021-22 | Minnesota Wilderness | NAHL | 10 | 2 | 4 | 6 | 0.600 | 0.2204 | 0.2357 | 0.6333 | 0.6773 |
| 2022-23 | Sioux City Musketeers | USHL | 22 | 2 | 3 | 5 | 0.227 | 0.1341 | 0.1310 | 0.6827 | 0.6668 |
| 2023-24 | Sioux City Musketeers | USHL | 13 | 2 | 2 | 4 | 0.308 | 0.1815 | 0.1683 | 0.9241 | 0.8567 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Air Force | D1 | AHA | SO | 35 | 3 | 5 | 8 | 0.229 |
| 2024-25 | Air Force | D1 | AHA | — | 39 | 0 | 7 | 7 | 0.179 |
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.