| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Buffalo High | USHS-MN-W | 25 | 12 | 16 | 28 | 1.120 | 0.1799 | 0.1799 | — | — |
| 2011-12 | Buffalo High | USHS-MN-W | 25 | 18 | 25 | 43 | 1.720 | 0.2762 | 0.2762 | — | — |
| 2012-13 | Buffalo High | USHS-MN-W | 25 | 17 | 32 | 49 | 1.960 | 0.3148 | 0.3148 | — | — |
| 2013-14 | Buffalo High | USHS-MN-W | 25 | 13 | 25 | 38 | 1.520 | 0.2441 | 0.2441 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | UConn | D1 | HEA-W | — | 39 | 0 | 1 | 1 | 0.026 |
| 2016-17 | UConn | D1 | HEA-W | — | 36 | 1 | 4 | 5 | 0.139 |
| 2015-16 | UConn | D1 | HEA-W | — | 37 | 0 | 1 | 1 | 0.027 |
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.