| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Alexandria Blizzard | NA3HL | 43 | 3 | 17 | 20 | 0.465 | 0.0584 | 0.0628 | 0.1468 | 0.1579 |
| 2022-23 | Alexandria Blizzard | NA3HL | 33 | 1 | 16 | 17 | 0.515 | 0.0647 | 0.0667 | 0.1626 | 0.1675 |
| 2023-24 | Alexandria Blizzard | NA3HL | 46 | 6 | 23 | 29 | 0.630 | 0.0791 | 0.0777 | 0.1990 | 0.1954 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | University of Mary | ACHA_D1 | — | — | 35 | 6 | 17 | 23 | 0.657 |
| 2024-25 | University of Mary | ACHA_D1 | — | — | 35 | 6 | 17 | 23 | 0.657 |
| 2023-24 | University of Mary | ACHA_D1 | — | — | 35 | 6 | 17 | 23 | 0.657 |
| 2022-23 | University of Mary | ACHA_D1 | — | — | 35 | 6 | 17 | 23 | 0.657 |
| 2021-22 | University of Mary | ACHA_D1 | — | — | 35 | 6 | 17 | 23 | 0.657 |
| 2020-21 | University of Mary | ACHA_D1 | — | — | 35 | 6 | 17 | 23 | 0.657 |
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.