| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Buffalo High | USHS-MN-W | 25 | 20 | 15 | 35 | 1.400 | 0.2248 | 0.2248 | — | — |
| 2011-12 | Buffalo High | USHS-MN-W | 25 | 30 | 24 | 54 | 2.160 | 0.3469 | 0.3469 | — | — |
| 2012-13 | Buffalo High | USHS-MN-W | 25 | 37 | 26 | 63 | 2.520 | 0.4047 | 0.4047 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | RPI | D1 | ECAC-W | — | 25 | 3 | 7 | 10 | 0.400 |
| 2015-16 | RPI | D1 | ECAC-W | — | 34 | 12 | 5 | 17 | 0.500 |
| 2014-15 | RPI | D1 | — | — | 34 | 3 | 2 | 5 | 0.147 |
| 2013-14 | RPI | D1 | — | — | 32 | 1 | 6 | 7 | 0.219 |
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.