| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Prior Lake High | USHS-MN | 23 | 2 | 6 | 8 | 0.348 | 0.0428 | 0.0443 | 0.0844 | 0.0873 |
| 2017-18 | — | NAHL | 34 | 0 | 3 | 3 | 0.088 | 0.0313 | 0.0317 | 0.0930 | 0.0941 |
| 2018-19 | Springfield Jr. Blues | NAHL | 37 | 1 | 7 | 8 | 0.216 | 0.0768 | 0.0743 | 0.2280 | 0.2205 |
| 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 | 26 | 1 | 5 | 6 | 0.231 |
| 2020-21 | Hamline | D3 | MIAC | SO | 5 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Hamline | D3 | MIAC | FR | 25 | 0 | 7 | 7 | 0.280 |
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.