| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Woodbury | USHS-MN | 19 | 2 | 4 | 6 | 0.316 | 0.0389 | 0.0389 | 0.0767 | 0.0767 |
| 2021-22 | Rochester Grizzlies | NA3HL | 40 | 2 | 3 | 5 | 0.125 | 0.0138 | 0.0140 | 0.0396 | 0.0403 |
| 2022-23 | — | NA3HL | 35 | 0 | 8 | 8 | 0.229 | 0.0253 | 0.0246 | 0.0724 | 0.0704 |
| 2023-24 | North Iowa Bulls | NA3HL | 47 | 0 | 17 | 17 | 0.362 | 0.0400 | 0.0370 | 0.1146 | 0.1059 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lawrence | D3 | NCHA | — | 16 | 0 | 3 | 3 | 0.188 |
| 2024-25 | Lawrence | D3 | NCHA | — | 13 | 0 | 1 | 1 | 0.077 |
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.