| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Texas Tornado | NAHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2012-13 | Springfield Jr. Blues | NAHL | 4 | 3 | 1 | 4 | 1.000 | 0.3674 | 0.3813 | 1.0555 | 1.0955 |
| 2013-14 | Muskegon Lumberjacks | USHL | 58 | 41 | 23 | 64 | 1.103 | 0.6509 | 0.6200 | 3.3140 | 3.1564 |
| 2014-15 | Muskegon Lumberjacks | USHL | 56 | 23 | 14 | 37 | 0.661 | 0.3897 | 0.3520 | 1.9843 | 1.7923 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Western Michigan | D1 | NCHC | — | 40 | 20 | 16 | 36 | 0.900 |
| 2015-16 | Western Michigan | D1 | NCHC | — | 27 | 1 | 6 | 7 | 0.259 |
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.