| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Duluth East | USHS-MN | 24 | 0 | 1 | 1 | 0.042 | 0.0053 | 0.0053 | 0.0101 | 0.0101 |
| 2020-21 | Duluth East | USHS-MN | 16 | 9 | 11 | 20 | 1.250 | 0.1583 | 0.1583 | 0.3036 | 0.3036 |
| 2021-22 | Grand Rapids | USHS-MN | 28 | 19 | 30 | 49 | 1.750 | 0.2215 | 0.2215 | 0.4251 | 0.4251 |
| 2022-23 | Oklahoma Warriors | NAHL | 47 | 8 | 11 | 19 | 0.404 | 0.1485 | 0.1491 | 0.4267 | 0.4285 |
| 2023-24 | Oklahoma Warriors | NAHL | 59 | 23 | 26 | 49 | 0.831 | 0.3051 | 0.2918 | 0.8766 | 0.8384 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Michigan | D1 | BigTen | — | 0 | 0 | 0 | 0 | 0.000 |
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.