| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Totino-Grace | USHS-MN | 27 | 20 | 9 | 29 | 1.074 | 0.1360 | 0.1360 | 0.2609 | 0.2609 |
| 2020-21 | Totino-Grace | USHS-MN | 20 | 12 | 10 | 22 | 1.100 | 0.1393 | 0.1393 | 0.2672 | 0.2672 |
| 2021-22 | — | NAHL | 30 | 5 | 3 | 8 | 0.267 | 0.0980 | 0.1037 | 0.2815 | 0.2979 |
| 2022-23 | Granite City Lumberjacks | NA3HL | 39 | 15 | 18 | 33 | 0.846 | 0.1062 | 0.1058 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Gustavus Adolphus | D3 | MIAC | — | 26 | 5 | 7 | 12 | 0.462 |
| 2023-24 | Gustavus Adolphus | D3 | MIAC | — | 15 | 1 | 2 | 3 | 0.200 |
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.