| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Amarillo Wranglers | NAHL | 52 | 5 | 6 | 11 | 0.211 | 0.0777 | 0.0777 | 0.2232 | 0.2232 |
| 2020-21 | Oklahoma Warriors | NAHL | 54 | 4 | 27 | 31 | 0.574 | 0.2109 | 0.2109 | 0.6060 | 0.6060 |
| 2021-22 | Oklahoma Warriors | NAHL | 58 | 8 | 44 | 52 | 0.897 | 0.3294 | 0.3170 | 0.9464 | 0.9109 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bemidji State | D1 | CCHA | — | 32 | 1 | 6 | 7 | 0.219 |
| 2024-25 | Bemidji State | D1 | CCHA | JR | 30 | 1 | 8 | 9 | 0.300 |
| 2023-24 | Bemidji State | D1 | CCHA | SO | 34 | 2 | 9 | 11 | 0.324 |
| 2022-23 | Bemidji State | D1 | CCHA | FR | 20 | 0 | 3 | 3 | 0.150 |
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.