| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Texas Jr. Brahmas | NA3HL | 42 | 30 | 34 | 64 | 1.524 | 0.1912 | 0.1957 | 0.4811 | 0.4923 |
| 2019-20 | Texas Jr. Brahmas | NA3HL | 41 | 25 | 36 | 61 | 1.488 | 0.1867 | 0.1867 | 0.4697 | 0.4697 |
| 2020-21 | Texas Jr. Brahmas | NA3HL | 39 | 26 | 49 | 75 | 1.923 | 0.2413 | 0.2413 | 0.6071 | 0.6071 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Trine | D3 | NCHA | — | 24 | 9 | 9 | 18 | 0.750 |
| 2023-24 | Trine | D3 | NCHA | — | 24 | 11 | 4 | 15 | 0.625 |
| 2022-23 | King's | D3 | MAC | — | 25 | 5 | 12 | 17 | 0.680 |
| 2021-22 | King's | D3 | MAC | — | 23 | 8 | 13 | 21 | 0.913 |
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.