| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Texas Jr. Brahmas | NA3HL | 46 | 12 | 18 | 30 | 0.652 | 0.0786 | 0.0839 | 0.2060 | 0.2200 |
| 2019-20 | Texas Jr. Brahmas | NA3HL | 47 | 11 | 29 | 40 | 0.851 | 0.1026 | 0.1026 | 0.2689 | 0.2689 |
| 2020-21 | Texas Jr. Brahmas | NA3HL | 21 | 8 | 16 | 24 | 1.143 | 0.1377 | 0.1377 | 0.3610 | 0.3610 |
| 2021-22 | — | NAHL | 20 | 2 | 0 | 2 | 0.100 | 0.0371 | 0.0348 | 0.1059 | 0.0993 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Scholastica | D3 | MIAC | SR | 21 | 1 | 5 | 6 | 0.286 |
| 2024-25 | St. Scholastica | D3 | MIAC | JR | 21 | 1 | 0 | 1 | 0.048 |
| 2023-24 | St. Scholastica | D3 | MIAC | SO | 13 | 1 | 1 | 2 | 0.154 |
| 2022-23 | St. Scholastica | D3 | MIAC | FR | 22 | 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.