| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Buffalo | USHS-MN | 26 | 20 | 18 | 38 | 1.462 | 0.3934 | 0.3934 | 0.3550 | 0.3550 |
| 2020-21 | Northwest Express | USPHL-Premier | 37 | 31 | 32 | 63 | 1.703 | 0.2292 | 0.2292 | — | — |
| 2021-22 | — | NAHL | 47 | 5 | 8 | 13 | 0.277 | 0.1027 | 0.0977 | 0.2929 | 0.2786 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bethel | D3 | MIAC | SR | 26 | 17 | 13 | 30 | 1.154 |
| 2024-25 | Bethel | D3 | MIAC | JR | 26 | 19 | 11 | 30 | 1.154 |
| 2023-24 | Bethel | D3 | MIAC | SO | 26 | 11 | 8 | 19 | 0.731 |
| 2022-23 | Bethel | D3 | MIAC | FR | 22 | 10 | 6 | 16 | 0.727 |
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.