| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Wenatchee Wild | NAHL | 50 | 6 | 10 | 16 | 0.320 | 0.1137 | 0.1154 | 0.3360 | 0.3409 |
| 2013-14 | — | NAHL | 61 | 9 | 11 | 20 | 0.328 | 0.1165 | 0.1124 | 0.3443 | 0.3321 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Augsburg | D3 | MIAC | SR | 29 | 12 | 16 | 28 | 0.966 |
| 2016-17 | Augsburg | D3 | MIAC | JR | 26 | 15 | 15 | 30 | 1.154 |
| 2015-16 | Augsburg | D3 | MIAC | SO | 28 | 16 | 14 | 30 | 1.071 |
| 2014-15 | Augsburg | D3 | MIAC | FR | 26 | 8 | 2 | 10 | 0.385 |
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.