| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Lone Star Brahmas | NAHL | 15 | 1 | 5 | 6 | 0.400 | 0.1421 | 0.1531 | 0.4200 | 0.4524 |
| 2018-19 | Shreveport Mudbugs | NAHL | 49 | 9 | 14 | 23 | 0.469 | 0.1667 | 0.1639 | 0.4928 | 0.4844 |
| 2019-20 | Shreveport Mudbugs | NAHL | 31 | 7 | 11 | 18 | 0.581 | 0.2062 | 0.2062 | 0.6096 | 0.6096 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Alaska Fairbanks | D1 | — | — | 13 | 3 | 1 | 4 | 0.308 |
| 2023-24 | Alaska Fairbanks | D1 | — | — | 30 | 8 | 20 | 28 | 0.933 |
| 2022-23 | Alaska Fairbanks | D1 | — | — | 33 | 5 | 12 | 17 | 0.515 |
| 2021-22 | Alaska Fairbanks | D1 | — | — | 24 | 9 | 9 | 18 | 0.750 |
| 2020-21 | Alaska Fairbanks | D1 | WCHA | — | 0 | 0 | 0 | 0 | 0.000 |
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.