| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | St. Cloud Norsemen | NAHL | 53 | 4 | 5 | 9 | 0.170 | 0.0603 | 0.0651 | 0.1791 | 0.1932 |
| 2016-17 | Jersey Hitmen | USPHL-Premier-Classic | 20 | 3 | 9 | 12 | 0.600 | 0.1684 | 0.1760 | 0.4934 | 0.5158 |
| 2017-18 | Jersey Hitmen | NCDC | 46 | 11 | 12 | 23 | 0.500 | 0.1155 | 0.1134 | 0.4029 | 0.3956 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wisconsin-Superior | D3 | WIAC | SR | 7 | 0 | 1 | 1 | 0.143 |
| 2020-21 | Wisconsin-Superior | D1 | BigTen | JR | 3 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Wisconsin-Superior | D3 | BigTen | JR | 3 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Wisconsin-Superior | D1 | BigTen | SO | 4 | 0 | 1 | 1 | 0.250 |
| 2019-20 | Wisconsin-Superior | D3 | BigTen | SO | 4 | 0 | 1 | 1 | 0.250 |
| 2018-19 | Wisconsin-Superior | D1 | BigTen | FR | 21 | 2 | 3 | 5 | 0.238 |
| 2018-19 | Wisconsin-Superior | D3 | BigTen | FR | 21 | 2 | 3 | 5 | 0.238 |
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.