| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Bozeman Ice Dogs | NA3HL | 43 | 2 | 21 | 23 | 0.535 | 0.1230 | 0.1224 | 0.1695 | 0.1687 |
| 2023-24 | Bozeman Ice Dogs | NA3HL | 41 | 7 | 25 | 32 | 0.780 | 0.1795 | 0.1701 | 0.2473 | 0.2343 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | New England College | D3 | LittleEast | SO | 25 | 0 | 0 | 0 | 0.000 |
| 2024-25 | New England College | D3 | LittleEast | — | 24 | 0 | 3 | 3 | 0.125 |
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.