| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Oklahoma Warriors | NAHL | 1 | 1 | 1 | 2 | 2.000 | 0.7348 | 0.8089 | 2.1110 | 2.3239 |
| 2022-23 | P.A.L. Junior Islanders | NCDC | 29 | 2 | 8 | 10 | 0.345 | 0.1406 | 0.1484 | 0.2639 | 0.2775 |
| 2023-24 | P.A.L. Junior Islanders | NCDC | 37 | 5 | 11 | 16 | 0.432 | 0.1763 | 0.1761 | 0.3476 | 0.3471 |
| 2024-25 | Charlotte Rush | USPHL-Premier | 24 | 11 | 12 | 23 | 0.958 | 0.1253 | 0.1170 | 0.5278 | 0.5022 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Calvin University | ACHA_D1 | — | — | 30 | 11 | 17 | 28 | 0.933 |
| 2024-25 | Calvin University | ACHA_D1 | — | — | 30 | 11 | 17 | 28 | 0.933 |
| 2023-24 | Calvin University | ACHA_D1 | — | — | 30 | 11 | 17 | 28 | 0.933 |
| 2022-23 | Calvin University | ACHA_D1 | — | — | 30 | 11 | 17 | 28 | 0.933 |
| 2021-22 | Calvin University | ACHA_D1 | — | — | 30 | 11 | 17 | 28 | 0.933 |
| 2020-21 | Calvin University | ACHA_D1 | — | — | 30 | 11 | 17 | 28 | 0.933 |
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.