| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Moorhead | USHS-MN | 28 | 4 | 14 | 18 | 0.643 | 0.1731 | 0.1731 | 0.1562 | 0.1562 |
| 2020-21 | Moorhead | USHS-MN | 21 | 11 | 10 | 21 | 1.000 | 0.2692 | 0.2692 | 0.2429 | 0.2429 |
| 2021-22 | Oklahoma Warriors | NAHL | 55 | 5 | 8 | 13 | 0.236 | 0.0878 | 0.0902 | 0.2503 | 0.2572 |
| 2022-23 | Oklahoma Warriors | NAHL | 56 | 9 | 22 | 31 | 0.554 | 0.2056 | 0.2012 | 0.5862 | 0.5736 |
| 2023-24 | Oklahoma Warriors | NAHL | 59 | 12 | 25 | 37 | 0.627 | 0.2328 | 0.2167 | 0.6640 | 0.6180 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin-Eau Claire | D3 | WIAC | SO | 26 | 3 | 9 | 12 | 0.462 |
| 2024-25 | Wisconsin-Eau Claire | D3 | WIAC | FR | 23 | 3 | 7 | 10 | 0.435 |
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.