| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Minnesota Outlaws | USPHL-Premier | 42 | 19 | 16 | 35 | 0.833 | 0.0940 | 0.0966 | 0.2835 | 0.2915 |
| 2019-20 | Minnesota Outlaws | USPHL-Premier | 38 | 23 | 23 | 46 | 1.210 | 0.1365 | 0.1365 | 0.4118 | 0.4118 |
| 2020-21 | Northwest Express | USPHL-Premier | 34 | 16 | 17 | 33 | 0.971 | 0.1095 | 0.1095 | 0.3302 | 0.3302 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lawrence | D3 | NCHA | SR | 20 | 3 | 1 | 4 | 0.200 |
| 2024-25 | Lawrence | D3 | NCHA | JR | 6 | 0 | 1 | 1 | 0.167 |
| 2023-24 | Lawrence | D3 | NCHA | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2022-23 | Lawrence | D3 | NCHA | FR | 1 | 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.