| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Edina High | USHS-MN | 25 | 0 | 5 | 5 | 0.200 | 0.0253 | 0.0243 | 0.0486 | 0.0466 |
| 2015-16 | Tampa Bay Juniors | USPHL-Elite | 29 | 0 | 14 | 14 | 0.483 | 0.0446 | 0.0463 | 0.1106 | 0.1148 |
| 2016-17 | Northeast Generals | NAHL | 60 | 0 | 16 | 16 | 0.267 | 0.0980 | 0.0967 | 0.2815 | 0.2777 |
| 2017-18 | Northeast Generals | NAHL | 58 | 3 | 25 | 28 | 0.483 | 0.1774 | 0.1662 | 0.5096 | 0.4774 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Providence | D1 | HockeyEast | SR | 2 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Providence | D1 | HockeyEast | JR | 10 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Providence | D1 | HockeyEast | SO | 17 | 0 | 1 | 1 | 0.059 |
| 2018-19 | Providence | D1 | HockeyEast | — | 0 | 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.