| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Connecticut RoughRiders | EHL | 44 | 17 | 20 | 37 | 0.841 | 0.1805 | 0.1805 | 0.4118 | 0.4118 |
| 2020-21 | Connecticut RoughRiders | EHL | 33 | 25 | 29 | 54 | 1.636 | 0.3512 | 0.3512 | 0.8013 | 0.8013 |
| 2021-22 | Connecticut RoughRiders | EHL | 46 | 47 | 36 | 83 | 1.804 | 0.3872 | 0.3872 | 0.8836 | 0.8836 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lake Forest | D3 | NCHA | SR | 27 | 12 | 2 | 14 | 0.518 |
| 2024-25 | Lake Forest | D3 | NCHA | JR | 18 | 10 | 3 | 13 | 0.722 |
| 2023-24 | Lake Forest | D3 | NCHA | SO | 24 | 8 | 3 | 11 | 0.458 |
| 2022-23 | Lake Forest | D3 | NCHA | FR | 27 | 14 | 12 | 26 | 0.963 |
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.