| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Minnetonka | USHS-MN | 27 | 5 | 19 | 24 | 0.889 | 0.1095 | 0.1095 | 0.2159 | 0.2159 |
| 2020-21 | Minnetonka | USHS-MN | 18 | 13 | 13 | 26 | 1.444 | 0.1780 | 0.1780 | 0.3508 | 0.3508 |
| 2021-22 | — | NAHL | 54 | 8 | 8 | 16 | 0.296 | 0.1052 | 0.1069 | 0.3111 | 0.3161 |
| 2022-23 | Kenai River Brown Bears | NAHL | 59 | 10 | 23 | 33 | 0.559 | 0.1987 | 0.1921 | 0.5872 | 0.5678 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Gustavus Adolphus | D3 | MIAC | GR | 24 | 4 | 12 | 16 | 0.667 |
| 2024-25 | Gustavus Adolphus | D3 | MIAC | SR | 28 | 13 | 13 | 26 | 0.929 |
| 2023-24 | Gustavus Adolphus | D3 | MIAC | JR | 19 | 2 | 6 | 8 | 0.421 |
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.