| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Yellowstone Quake | NA3HL | 47 | 15 | 22 | 37 | 0.787 | 0.0949 | 0.1001 | 0.2487 | 0.2623 |
| 2015-16 | Yellowstone Quake | NA3HL | 47 | 30 | 26 | 56 | 1.192 | 0.1436 | 0.1445 | 0.3764 | 0.3787 |
| 2016-17 | Yellowstone Quake | NA3HL | 45 | 28 | 37 | 65 | 1.444 | 0.1741 | 0.1664 | 0.4563 | 0.4360 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Wisconsin-River Falls | D3 | BigTen | SO | 8 | 0 | 0 | 0 | 0.000 |
| 2017-18 | Wisconsin-River Falls | D3 | BigTen | FR | 24 | 3 | 3 | 6 | 0.250 |
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.