| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Hutchinson High | USHS-MN | 24 | 0 | 2 | 2 | 0.083 | 0.0103 | 0.0107 | 0.0202 | 0.0209 |
| 2017-18 | Tampa Bay Juniors | USPHL-Premier | 43 | 3 | 10 | 13 | 0.302 | 0.0341 | 0.0344 | 0.1026 | 0.1035 |
| 2018-19 | Tampa Bay Juniors | USPHL-Premier | 44 | 0 | 18 | 18 | 0.409 | 0.0461 | 0.0441 | 0.1389 | 0.1327 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Hamline | D3 | MIAC | SR | 23 | 1 | 3 | 4 | 0.174 |
| 2021-22 | Hamline | D3 | MIAC | JR | 19 | 0 | 1 | 1 | 0.053 |
| 2020-21 | Hamline | D3 | MIAC | SO | 6 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Hamline | D3 | MIAC | FR | 12 | 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.