| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Odessa Jackalopes | NAHL | 44 | 3 | 3 | 6 | 0.136 | 0.0506 | 0.0506 | 0.1444 | 0.1444 |
| 2020-21 | — | NAHL | 46 | 2 | 4 | 6 | 0.130 | 0.0484 | 0.0484 | 0.1381 | 0.1381 |
| 2021-22 | — | NAHL | 65 | 11 | 25 | 36 | 0.554 | 0.2056 | 0.1929 | 0.5864 | 0.5503 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Milwaukee School of Engineering | D3 | NCHA | SR | 26 | 4 | 4 | 8 | 0.308 |
| 2024-25 | Milwaukee School of Engineering | D3 | NCHA | JR | 24 | 2 | 7 | 9 | 0.375 |
| 2023-24 | Milwaukee School of Engineering | D3 | NCHA | SO | 27 | 8 | 11 | 19 | 0.704 |
| 2022-23 | Milwaukee School of Engineering | D3 | NCHA | FR | 27 | 12 | 18 | 30 | 1.111 |
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.