| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Warren Township High | USHS-W | 28 | 27 | 11 | 38 | 1.357 | 0.4081 | 0.4250 | — | — |
| 2012-13 | Warren Township High | USHS-W | 11 | 9 | 5 | 14 | 1.273 | 0.3827 | 0.3826 | — | — |
| 2013-14 | Warren Township High | USHS-W | 13 | 14 | 3 | 17 | 1.308 | 0.3932 | 0.3732 | — | — |
| 2014-15 | Boston Shamrocks | JWHL-U19 | 28 | 2 | 1 | 3 | 0.107 | 0.0402 | 0.0377 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Wisconsin-Stevens Point | D3 | WIAC | JR | 6 | 0 | 0 | 0 | 0.000 |
| 2016-17 | Wisconsin-Stevens Point | D3 | WIAC | SO | 27 | 3 | 11 | 14 | 0.519 |
| 2015-16 | Wisconsin-Stevens Point | D3 | WIAC | FR | 24 | 4 | 3 | 7 | 0.292 |
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.