| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Kenai River Brown Bears | NAHL | 40 | 1 | 11 | 12 | 0.300 | 0.1114 | 0.1114 | 0.3176 | 0.3176 |
| 2021-22 | — | NAHL | 64 | 22 | 52 | 74 | 1.156 | 0.4293 | 0.4169 | 1.2242 | 1.1889 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Tufts | D3 | NESCAC | SR | 25 | 2 | 17 | 19 | 0.760 |
| 2024-25 | Tufts | D3 | NESCAC | JR | 23 | 3 | 11 | 14 | 0.609 |
| 2023-24 | Tufts | D3 | NESCAC | SO | 25 | 5 | 11 | 16 | 0.640 |
| 2022-23 | Tufts | D3 | NESCAC | FR | 24 | 3 | 11 | 14 | 0.583 |
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.