| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Aberdeen Wings | NAHL | 40 | 8 | 18 | 26 | 0.650 | 0.2309 | 0.2309 | 0.6824 | 0.6824 |
| 2020-21 | Fargo Force | USHL | 14 | 0 | 1 | 1 | 0.071 | 0.0421 | 0.0421 | 0.2104 | 0.2104 |
| 2021-22 | Minot Minotauros | NAHL | 54 | 17 | 35 | 52 | 0.963 | 0.3421 | 0.3187 | 1.0111 | 0.9418 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | UConn | D1 | HockeyEast | SR | 11 | 0 | 0 | 0 | 0.000 |
| 2024-25 | UConn | D1 | HockeyEast | — | 18 | 0 | 0 | 0 | 0.000 |
| 2023-24 | UConn | D1 | HockeyEast | — | 1 | 0 | 0 | 0 | 0.000 |
| 2022-23 | UConn | D1 | HockeyEast | — | 6 | 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.