| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Chicago Hitmen | NA3HL | 45 | 9 | 7 | 16 | 0.356 | 0.0428 | 0.0464 | 0.1123 | 0.1218 |
| 2012-13 | Flint Jr. Generals | NA3HL | 42 | 21 | 33 | 54 | 1.286 | 0.1549 | 0.1603 | 0.4062 | 0.4202 |
| 2013-14 | Minot Minotauros | NAHL | 45 | 9 | 15 | 24 | 0.533 | 0.1980 | 0.1994 | 0.5647 | 0.5686 |
| 2014-15 | Minot Minotauros | NAHL | 58 | 14 | 13 | 27 | 0.466 | 0.1728 | 0.1649 | 0.4929 | 0.4705 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Marian | D3 | NCHA | SR | 28 | 8 | 8 | 16 | 0.571 |
| 2017-18 | Marian | D3 | NCHA | JR | 29 | 8 | 8 | 16 | 0.552 |
| 2016-17 | Marian | D3 | NCHA | SO | 27 | 8 | 16 | 24 | 0.889 |
| 2015-16 | Marian | D3 | NCHA | FR | 27 | 10 | 8 | 18 | 0.667 |
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.