| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Texas Roadrunners | NA3HL | 44 | 19 | 24 | 43 | 0.977 | 0.1227 | 0.1243 | 0.3085 | 0.3126 |
| 2024-25 | — | NA3HL | 31 | 13 | 20 | 33 | 1.065 | 0.1336 | 0.1284 | 0.3361 | 0.3230 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | University of Oklahoma | ACHA_D1 | — | — | 30 | 11 | 9 | 20 | 0.667 |
| 2024-25 | University of Oklahoma | ACHA_D1 | — | — | 30 | 11 | 9 | 20 | 0.667 |
| 2023-24 | University of Oklahoma | ACHA_D1 | — | — | 30 | 11 | 9 | 20 | 0.667 |
| 2022-23 | University of Oklahoma | ACHA_D1 | — | — | 30 | 11 | 9 | 20 | 0.667 |
| 2021-22 | University of Oklahoma | ACHA_D1 | — | — | 30 | 11 | 9 | 20 | 0.667 |
| 2020-21 | University of Oklahoma | ACHA_D1 | — | — | 30 | 11 | 9 | 20 | 0.667 |
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.