| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Minnesota Magicians | NAHL | 5 | 2 | 2 | 4 | 0.800 | 0.3170 | 0.3170 | 0.8399 | 0.8399 |
| 2020-21 | Tri-City Storm | USHL | 39 | 1 | 6 | 7 | 0.179 | 0.1103 | 0.1103 | 0.5288 | 0.5288 |
| 2021-22 | Tri-City Storm | USHL | 53 | 4 | 7 | 11 | 0.207 | 0.1276 | 0.1177 | 0.6113 | 0.5641 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Minnesota | D1 | BigTen | — | 40 | 1 | 8 | 9 | 0.225 |
| 2025-26 | Minnesota State | D1 | CCHA | SR | 40 | 1 | 8 | 9 | 0.225 |
| 2024-25 | Minnesota | D1 | BigTen | JR | 39 | 0 | 6 | 6 | 0.154 |
| 2023-24 | Minnesota | D1 | BigTen | SO | 37 | 1 | 4 | 5 | 0.135 |
| 2022-23 | Minnesota | D1 | BigTen | FR | 37 | 0 | 5 | 5 | 0.135 |
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.