| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Bridgewater Jr. Bandits | USPHL-Elite | 38 | 19 | 24 | 43 | 1.132 | 0.1357 | 0.1396 | 0.2598 | 0.2672 |
| 2018-19 | Minnesota Outlaws | USPHL-Premier | 41 | 8 | 18 | 26 | 0.634 | 0.0853 | 0.0876 | 0.2158 | 0.2216 |
| 2019-20 | Minnesota Outlaws | USPHL-Premier | 43 | 34 | 40 | 74 | 1.721 | 0.2316 | 0.2316 | 0.5858 | 0.5858 |
| 2020-21 | Austin Bruins | NAHL | 6 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Lawrence | D3 | NCHA | SR | 15 | 0 | 3 | 3 | 0.200 |
| 2023-24 | Lawrence | D3 | NCHA | JR | 21 | 0 | 3 | 3 | 0.143 |
| 2022-23 | Lawrence | D3 | NCHA | SO | 10 | 1 | 1 | 2 | 0.200 |
| 2021-22 | Lawrence | D3 | NCHA | FR | 13 | 2 | 1 | 3 | 0.231 |
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.