| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | El Paso Rhinos | NA3HL | 15 | 4 | 5 | 9 | 0.600 | 0.0723 | 0.0723 | — | — |
| 2021-22 | Philadelphia Hockey Club | USPHL-Premier | 25 | 12 | 13 | 25 | 1.000 | 0.1346 | 0.1260 | 0.3404 | 0.3187 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | University of Kentucky | ACHA_D1 | — | — | 28 | 5 | 20 | 25 | 0.893 |
| 2024-25 | Concordia | D3 | MIAC | GR | 4 | 0 | 1 | 1 | 0.250 |
| 2024-25 | Concordia Wisconsin | D3 | NCHA | JR | 4 | 0 | 1 | 1 | 0.250 |
| 2024-25 | University of Kentucky | ACHA_D1 | — | — | 28 | 5 | 20 | 25 | 0.893 |
| 2023-24 | Concordia | D3 | MIAC | SR | 24 | 2 | 2 | 4 | 0.167 |
| 2023-24 | Concordia Wisconsin | D3 | NCHA | SO | 24 | 2 | 2 | 4 | 0.167 |
| 2023-24 | University of Kentucky | ACHA_D1 | — | — | 28 | 5 | 20 | 25 | 0.893 |
| 2022-23 | Concordia | D3 | MIAC | JR | 2 | 0 | 0 | 0 | 0.000 |
| 2022-23 | Concordia Wisconsin | D3 | NCHA | FR | 1 | 0 | 0 | 0 | 0.000 |
| 2022-23 | University of Kentucky | ACHA_D1 | — | — | 28 | 5 | 20 | 25 | 0.893 |
| 2021-22 | University of Kentucky | ACHA_D1 | — | — | 28 | 5 | 20 | 25 | 0.893 |
| 2020-21 | University of Kentucky | ACHA_D1 | — | — | 28 | 5 | 20 | 25 | 0.893 |
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.