| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Connecticut RoughRiders | EHL | 18 | 2 | 3 | 5 | 0.278 | 0.0406 | 0.0406 | 0.1362 | 0.1362 |
| 2021-22 | Connecticut RoughRiders | EHL | 44 | 18 | 36 | 54 | 1.227 | 0.1796 | 0.1808 | 0.6017 | 0.6057 |
| 2022-23 | Connecticut RoughRiders | EHL | 46 | 20 | 33 | 53 | 1.152 | 0.1686 | 0.1609 | 0.5649 | 0.5392 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wesleyan | D3 | NESCAC | GR | 9 | 2 | 0 | 2 | 0.222 |
| 2024-25 | Wesleyan | D3 | NESCAC | SR | 15 | 0 | 2 | 2 | 0.133 |
| 2023-24 | Wesleyan | D3 | NESCAC | JR | 15 | 0 | 0 | 0 | 0.000 |
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.