| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Deerfield Academy | NE-Prep | 27 | 8 | 10 | 18 | 0.667 | 0.1344 | 0.1344 | 0.3051 | 0.3051 |
| 2019-20 | Deerfield Academy | NE-Prep | 26 | 5 | 9 | 14 | 0.538 | 0.1086 | 0.1086 | 0.2465 | 0.2465 |
| 2020-21 | Odessa Jackalopes | NAHL | 23 | 0 | 6 | 6 | 0.261 | 0.0969 | 0.0969 | 0.2762 | 0.2762 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Trinity | D3 | NESCAC | SR | 25 | 5 | 4 | 9 | 0.360 |
| 2023-24 | Trinity | D3 | NESCAC | JR | 30 | 2 | 9 | 11 | 0.367 |
| 2022-23 | Trinity | D3 | NESCAC | SO | 21 | 4 | 3 | 7 | 0.333 |
| 2021-22 | Trinity | D3 | NESCAC | FR | 22 | 1 | 3 | 4 | 0.182 |
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.