| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Texas Roadrunners | NA3HL | 47 | 0 | 18 | 18 | 0.383 | 0.0481 | 0.0492 | 0.1209 | 0.1238 |
| 2022-23 | Texas Roadrunners | NA3HL | 45 | 3 | 16 | 19 | 0.422 | 0.0530 | 0.0518 | 0.1333 | 0.1304 |
| 2023-24 | Texas Roadrunners | NA3HL | 45 | 4 | 27 | 31 | 0.689 | 0.0865 | 0.0805 | 0.2175 | 0.2023 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | University of Oklahoma | ACHA_D1 | — | — | 16 | 1 | 4 | 5 | 0.312 |
| 2024-25 | University of Oklahoma | ACHA_D1 | — | — | 16 | 1 | 4 | 5 | 0.312 |
| 2023-24 | University of Oklahoma | ACHA_D1 | — | — | 16 | 1 | 4 | 5 | 0.312 |
| 2022-23 | University of Oklahoma | ACHA_D1 | — | — | 16 | 1 | 4 | 5 | 0.312 |
| 2021-22 | University of Oklahoma | ACHA_D1 | — | — | 16 | 1 | 4 | 5 | 0.312 |
| 2020-21 | University of Oklahoma | ACHA_D1 | — | — | 16 | 1 | 4 | 5 | 0.312 |
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.