| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Duluth Denfeld | USHS-MN | 28 | 23 | 29 | 52 | 1.857 | 0.2288 | 0.2288 | 0.4511 | 0.4511 |
| 2020-21 | Duluth Denfeld | USHS-MN | 16 | 15 | 16 | 31 | 1.938 | 0.2387 | 0.2387 | 0.4706 | 0.4706 |
| 2021-22 | Austin Bruins | NAHL | 6 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2022-23 | Anchorage Wolverines | NAHL | 53 | 5 | 15 | 20 | 0.377 | 0.1341 | 0.1330 | 0.3962 | 0.3931 |
| 2023-24 | Anchorage Wolverines | NAHL | 60 | 17 | 26 | 43 | 0.717 | 0.2546 | 0.2404 | 0.7525 | 0.7106 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin-Superior | D3 | WIAC | SO | 26 | 4 | 4 | 8 | 0.308 |
| 2024-25 | Wisconsin-Superior | D3 | WIAC | FR | 8 | 2 | 0 | 2 | 0.250 |
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.