| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Pomfret | NE-Prep | 23 | 5 | 9 | 14 | 0.609 | 0.1227 | 0.1227 | 0.2786 | 0.2786 |
| 2022-23 | H.C. Rhode Island | EHL | 45 | 7 | 16 | 23 | 0.511 | 0.1097 | 0.1107 | 0.2503 | 0.2525 |
| 2023-24 | H.C. Rhode Island | EHL | 40 | 9 | 17 | 26 | 0.650 | 0.1395 | 0.1337 | 0.3183 | 0.3050 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | UMass Dartmouth | D3 | — | SO | 18 | 0 | 1 | 1 | 0.056 |
| 2024-25 | UMass Dartmouth | D3 | — | FR | 18 | 1 | 3 | 4 | 0.222 |
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.