| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Kalamazoo Jr. K-Wings | NAHL | 36 | 1 | 6 | 7 | 0.194 | 0.0691 | 0.0714 | 0.2041 | 0.2110 |
| 2012-13 | — | NAHL | 54 | 2 | 5 | 7 | 0.130 | 0.0460 | 0.0453 | 0.1361 | 0.1339 |
| 2013-14 | Michigan Warriors | NAHL | 58 | 4 | 13 | 17 | 0.293 | 0.1041 | 0.0972 | 0.3077 | 0.2873 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | St. Norbert | D3 | NCHA | SR | 32 | 2 | 15 | 17 | 0.531 |
| 2016-17 | St. Norbert | D3 | NCHA | JR | 29 | 7 | 7 | 14 | 0.483 |
| 2015-16 | St. Norbert | D3 | NCHA | SO | 28 | 4 | 5 | 9 | 0.321 |
| 2014-15 | St. Norbert | D3 | NCHA | FR | 24 | 2 | 7 | 9 | 0.375 |
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.