| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Duluth East | USHS-MN | 18 | 4 | 1 | 5 | 0.278 | 0.0748 | 0.0748 | 0.0675 | 0.0675 |
| 2020-21 | Duluth East | USHS-MN | 15 | 4 | 13 | 17 | 1.133 | 0.3051 | 0.3051 | 0.2753 | 0.2753 |
| 2021-22 | Duluth East | USHS-MN | 27 | 14 | 14 | 28 | 1.037 | 0.2792 | 0.2792 | 0.5250 | 0.5774 |
| 2022-23 | Duluth East | USHS-MN | 28 | 31 | 38 | 69 | 2.464 | 0.6634 | 0.6634 | — | — |
| 2023-24 | Anchorage Wolverines | NAHL | 57 | 20 | 30 | 50 | 0.877 | 0.3475 | 0.3485 | 0.9210 | 0.9237 |
| 2024-25 | Anchorage Wolverines | NAHL | 54 | 24 | 38 | 62 | 1.148 | 0.4549 | 0.4324 | 1.2054 | 1.1457 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Air Force | D1 | AHA | FR | 33 | 3 | 4 | 7 | 0.212 |
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.