| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Oklahoma City Ice Hawks | NA3HL | 10 | 0 | 4 | 4 | 0.400 | 0.0502 | 0.0502 | 0.1263 | 0.1263 |
| 2022-23 | — | EHL | 35 | 4 | 3 | 7 | 0.200 | 0.0462 | 0.0483 | 0.0979 | 0.1023 |
| 2023-24 | Oklahoma Warriors | NAHL | 29 | 1 | 2 | 3 | 0.103 | 0.0380 | 0.0372 | 0.1091 | 0.1068 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | University of Oklahoma | ACHA_D1 | — | — | 25 | 0 | 3 | 3 | 0.120 |
| 2024-25 | University of Oklahoma | ACHA_D1 | — | — | 25 | 0 | 3 | 3 | 0.120 |
| 2023-24 | University of Oklahoma | ACHA_D1 | — | — | 25 | 0 | 3 | 3 | 0.120 |
| 2022-23 | University of Oklahoma | ACHA_D1 | — | — | 25 | 0 | 3 | 3 | 0.120 |
| 2021-22 | University of Oklahoma | ACHA_D1 | — | — | 25 | 0 | 3 | 3 | 0.120 |
| 2020-21 | University of Oklahoma | ACHA_D1 | — | — | 25 | 0 | 3 | 3 | 0.120 |
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.