| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Mid Cities Jr. Stars | NA3HL | 39 | 9 | 10 | 19 | 0.487 | 0.0611 | 0.0611 | 0.1538 | 0.1538 |
| 2021-22 | Oklahoma City Ice Hawks | NA3HL | 41 | 26 | 31 | 57 | 1.390 | 0.1745 | 0.1753 | 0.4389 | 0.4410 |
| 2022-23 | Texas Jr. Brahmas | NA3HL | 47 | 21 | 29 | 50 | 1.064 | 0.1335 | 0.1281 | 0.3358 | 0.3222 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | University of Oklahoma | ACHA_D1 | — | — | 15 | 5 | 3 | 8 | 0.533 |
| 2024-25 | University of Oklahoma | ACHA_D1 | — | — | 15 | 5 | 3 | 8 | 0.533 |
| 2023-24 | University of Oklahoma | ACHA_D1 | — | — | 15 | 5 | 3 | 8 | 0.533 |
| 2022-23 | University of Oklahoma | ACHA_D1 | — | — | 15 | 5 | 3 | 8 | 0.533 |
| 2021-22 | University of Oklahoma | ACHA_D1 | — | — | 15 | 5 | 3 | 8 | 0.533 |
| 2020-21 | University of Oklahoma | ACHA_D1 | — | — | 15 | 5 | 3 | 8 | 0.533 |
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.