| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Alexandria Blizzard | NA3HL | 39 | 0 | 12 | 12 | 0.308 | 0.0708 | 0.0727 | 0.0975 | 0.1001 |
| 2014-15 | Alexandria Blizzard | NA3HL | 47 | 5 | 15 | 20 | 0.425 | 0.0979 | 0.0957 | 0.1348 | 0.1318 |
| 2015-16 | Alexandria Blizzard | NA3HL | 43 | 2 | 26 | 28 | 0.651 | 0.1498 | 0.1392 | 0.2063 | 0.1916 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Wisconsin-Stout | D1 | BigTen | SR | 15 | 0 | 1 | 1 | 0.067 |
| 2019-20 | Wisconsin-Stout | D3 | BigTen | SR | 15 | 0 | 1 | 1 | 0.067 |
| 2018-19 | Wisconsin-Stout | D1 | BigTen | JR | 26 | 3 | 4 | 7 | 0.269 |
| 2018-19 | Wisconsin-Stout | D3 | BigTen | JR | 26 | 3 | 4 | 7 | 0.269 |
| 2017-18 | Wisconsin-Stout | D3 | BigTen | SO | 26 | 0 | 5 | 5 | 0.192 |
| 2016-17 | Wisconsin-Stout | D3 | BigTen | FR | 11 | 0 | 5 | 5 | 0.455 |
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.