| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Alexandria Blizzard | NA3HL | 5 | 0 | 2 | 2 | 0.400 | 0.0502 | 0.0502 | 0.1263 | 0.1263 |
| 2021-22 | Alexandria Blizzard | NA3HL | 10 | 5 | 12 | 17 | 1.700 | 0.2133 | 0.2199 | 0.5367 | 0.5534 |
| 2022-23 | Alexandria Blizzard | NA3HL | 38 | 23 | 28 | 51 | 1.342 | 0.1684 | 0.1660 | — | — |
| 2023-24 | Alexandria Blizzard | NA3HL | 31 | 10 | 26 | 36 | 1.161 | 0.1457 | 0.1366 | 0.3666 | 0.3438 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | University of Mary | ACHA_D1 | — | — | 39 | 16 | 22 | 38 | 0.974 |
| 2024-25 | University of Mary | ACHA_D1 | — | — | 39 | 16 | 22 | 38 | 0.974 |
| 2023-24 | University of Mary | ACHA_D1 | — | — | 39 | 16 | 22 | 38 | 0.974 |
| 2022-23 | University of Mary | ACHA_D1 | — | — | 39 | 16 | 22 | 38 | 0.974 |
| 2021-22 | University of Mary | ACHA_D1 | — | — | 39 | 16 | 22 | 38 | 0.974 |
| 2020-21 | University of Mary | ACHA_D1 | — | — | 39 | 16 | 22 | 38 | 0.974 |
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.