| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | St. Cloud Norsemen | NAHL | 12 | 0 | 1 | 1 | 0.083 | 0.0306 | 0.0314 | 0.0879 | 0.0903 |
| 2019-20 | Express Hockey Club | EHL | 45 | 15 | 28 | 43 | 0.956 | 0.2207 | 0.2207 | 0.4676 | 0.4676 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | New England College | D3 | LittleEast | — | 18 | 2 | 0 | 2 | 0.111 |
| 2022-23 | New England College | D3 | LittleEast | — | 24 | 0 | 3 | 3 | 0.125 |
| 2021-22 | New England College | D3 | LittleEast | — | 23 | 5 | 3 | 8 | 0.348 |
| 2020-21 | Gustavus Adolphus | D1 | MIAC | FR | 3 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Gustavus Adolphus | D3 | MIAC | — | 3 | 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.