| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Frederick Gunn | NE-Prep | 31 | 2 | 9 | 11 | 0.355 | 0.1001 | 0.1001 | 0.1624 | 0.1624 |
| 2019-20 | Frederick Gunn | NE-Prep | 35 | 13 | 27 | 40 | 1.143 | 0.3224 | 0.3224 | 0.5230 | 0.5230 |
| 2020-21 | — | NAHL | 41 | 10 | 15 | 25 | 0.610 | 0.2416 | 0.2416 | 0.6402 | 0.6402 |
| 2021-22 | Northeast Generals | NAHL | 49 | 19 | 36 | 55 | 1.122 | 0.4447 | 0.4397 | 1.1784 | 1.1652 |
| 2022-23 | Northeast Generals | NAHL | 60 | 18 | 57 | 75 | 1.250 | 0.4952 | 0.4654 | 1.3124 | 1.2333 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Yale | D1 | ECAC | JR | 30 | 6 | 8 | 14 | 0.467 |
| 2024-25 | Yale | D1 | ECAC | SR | 27 | 1 | 3 | 4 | 0.148 |
| 2023-24 | Yale | D1 | ECAC | JR | 30 | 3 | 9 | 12 | 0.400 |
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.