| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Robbinsdale Armstrong/Cooper | USHS-MN | 28 | 20 | 44 | 64 | 2.286 | 0.2894 | 0.2894 | 0.5552 | 0.5552 |
| 2020-21 | Granite City Lumberjacks | NA3HL | 32 | 12 | 6 | 18 | 0.562 | 0.0706 | 0.0706 | — | — |
| 2021-22 | — | NAHL | 19 | 1 | 2 | 3 | 0.158 | 0.0580 | 0.0571 | 0.1667 | 0.1641 |
| 2022-23 | Wisconsin Windigo | NAHL | 57 | 16 | 23 | 39 | 0.684 | 0.2514 | 0.2351 | 0.7222 | 0.6755 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Alaska Anchorage | D1 | WCHA | — | 21 | 1 | 2 | 3 | 0.143 |
| 2023-24 | Alaska Anchorage | D1 | WCHA | — | 11 | 0 | 1 | 1 | 0.091 |
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.