| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Kalamazoo Jr. K-Wings | NAHL | 47 | 9 | 4 | 13 | 0.277 | 0.1027 | 0.1148 | 0.2929 | 0.3275 |
| 2012-13 | Kalamazoo Jr. K-Wings | NAHL | 48 | 7 | 8 | 15 | 0.312 | 0.1160 | 0.1239 | 0.3309 | 0.3533 |
| 2013-14 | — | NAHL | 48 | 6 | 11 | 17 | 0.354 | 0.1315 | 0.1338 | 0.3750 | 0.3816 |
| 2014-15 | Austin Bruins | NAHL | 57 | 26 | 24 | 50 | 0.877 | 0.3257 | 0.3143 | 0.9288 | 0.8964 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Adrian | D3 | NCHA | SR | 29 | 13 | 10 | 23 | 0.793 |
| 2017-18 | Adrian | D3 | NCHA | JR | 28 | 17 | 11 | 28 | 1.000 |
| 2016-17 | Adrian | D3 | NCHA | SO | 29 | 19 | 17 | 36 | 1.241 |
| 2015-16 | Adrian | D3 | NCHA | FR | 28 | 16 | 13 | 29 | 1.036 |
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.