| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Upper Fox Valley | USHS-W | 13 | 6 | 8 | 14 | 1.077 | 0.3238 | 0.3238 | — | — |
| 2013-14 | Upper Fox Valley | USHS-W | 12 | 16 | 9 | 25 | 2.083 | 0.6264 | 0.6264 | — | — |
| 2014-15 | Upper Fox Valley | USHS-W | 12 | 15 | 4 | 19 | 1.583 | 0.4761 | 0.4761 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Saint Mary's | D3 | MIAC | SR | 27 | 4 | 7 | 11 | 0.407 |
| 2019-20 | Saint Mary's (MN) | D3 | MIAC | — | 27 | 4 | 7 | 11 | 0.407 |
| 2018-19 | Saint Mary's | D3 | MIAC | JR | 26 | 8 | 7 | 15 | 0.577 |
| 2018-19 | Saint Mary's (MN) | D3 | MIAC | — | 26 | 8 | 7 | 15 | 0.577 |
| 2017-18 | Saint Mary's (MN) | D3 | MIAC | SO | 25 | 5 | 9 | 14 | 0.560 |
| 2016-17 | Saint Mary's (MN) | D3 | MIAC | FR | 23 | 3 | 3 | 6 | 0.261 |
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.