| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | El Paso Rhinos | NA3HL | 39 | 31 | 45 | 76 | 1.949 | 0.4482 | 0.4615 | 0.6173 | 0.6357 |
| 2022-23 | Boston Advantage | NCDC | 5 | 2 | 1 | 3 | 0.600 | 0.3346 | 0.3349 | 0.4852 | 0.4857 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Arizona State | ACHA_D1 | — | — | 26 | 8 | 12 | 20 | 0.769 |
| 2024-25 | Arizona State | ACHA_D1 | — | — | 26 | 8 | 12 | 20 | 0.769 |
| 2023-24 | Arizona State | ACHA_D1 | — | — | 26 | 8 | 12 | 20 | 0.769 |
| 2022-23 | Arizona State | ACHA_D1 | — | — | 26 | 8 | 12 | 20 | 0.769 |
| 2021-22 | Arizona State | ACHA_D1 | — | — | 26 | 8 | 12 | 20 | 0.769 |
| 2020-21 | Arizona State | ACHA_D1 | — | — | 26 | 8 | 12 | 20 | 0.769 |
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.