| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Mahtomedi High | USHS-MN | 25 | 4 | 20 | 24 | 0.960 | 0.2584 | 0.2570 | 0.2332 | 0.2320 |
| 2016-17 | Minnesota Magicians | NAHL | 48 | 6 | 8 | 14 | 0.292 | 0.1083 | 0.1107 | 0.3089 | 0.3157 |
| 2017-18 | — | NAHL | 52 | 5 | 10 | 15 | 0.288 | 0.1071 | 0.1042 | 0.3055 | 0.2971 |
| 2018-19 | Minot Minotauros | NAHL | 53 | 19 | 22 | 41 | 0.774 | 0.2872 | 0.2665 | 0.8191 | 0.7600 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | St. Thomas | D3 | — | SO | 6 | 2 | 3 | 5 | 0.833 |
| 2019-20 | St. Thomas | D3 | — | FR | 19 | 2 | 7 | 9 | 0.474 |
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.