| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Amarillo Wranglers | NAHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Amarillo Wranglers | NAHL | 56 | 24 | 15 | 39 | 0.696 | 0.2474 | 0.2419 | 0.7312 | 0.7150 |
| 2019-20 | Amarillo Wranglers | NAHL | 50 | 20 | 19 | 39 | 0.780 | 0.2771 | 0.2771 | 0.8189 | 0.8189 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Wisconsin-Eau Claire | D3 | WIAC | SR | 28 | 5 | 19 | 24 | 0.857 |
| 2022-23 | Wisconsin-Eau Claire | D3 | WIAC | JR | 24 | 14 | 13 | 27 | 1.125 |
| 2021-22 | Wisconsin-Eau Claire | D3 | WIAC | SO | 30 | 9 | 5 | 14 | 0.467 |
| 2020-21 | Alabama Huntsville | D1 | — | FR | 19 | 3 | 3 | 6 | 0.316 |
| 2020-21 | Alabama-Huntsville | D1 | — | FR | 19 | 3 | 3 | 6 | 0.316 |
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.