| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Minnesota Wilderness | NAHL | 45 | 0 | 6 | 6 | 0.133 | 0.0473 | 0.0473 | 0.1400 | 0.1400 |
| 2020-21 | North Iowa Bulls | NA3HL | 24 | 1 | 5 | 6 | 0.250 | 0.0277 | 0.0277 | — | — |
| 2021-22 | North Iowa Bulls | NA3HL | 40 | 5 | 39 | 44 | 1.100 | 0.1217 | 0.1139 | 0.3485 | 0.3262 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Gustavus Adolphus | D3 | MIAC | SR | 5 | 0 | 2 | 2 | 0.400 |
| 2024-25 | Gustavus Adolphus | D3 | MIAC | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Gustavus Adolphus | D3 | MIAC | SO | 10 | 1 | 1 | 2 | 0.200 |
| 2022-23 | Gustavus Adolphus | D3 | MIAC | FR | 23 | 2 | 2 | 4 | 0.174 |
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.