| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Muskegon Lumberjacks | USHL | 12 | 1 | 2 | 3 | 0.250 | 0.1592 | 0.1695 | 0.7492 | 0.7978 |
| 2012-13 | Muskegon Lumberjacks | USHL | 29 | 0 | 3 | 3 | 0.103 | 0.0658 | 0.0666 | 0.3099 | 0.3135 |
| 2013-14 | Janesville Jets | NAHL | 46 | 0 | 4 | 4 | 0.087 | 0.0323 | 0.0323 | 0.0921 | 0.0921 |
| 2014-15 | Janesville Jets | NAHL | 58 | 4 | 20 | 24 | 0.414 | 0.1536 | 0.1456 | 0.4381 | 0.4152 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Ferris State | D1 | WCHA | SR | 35 | 4 | 7 | 11 | 0.314 |
| 2018-19 | Ferris State | D1 | WCHA | JR | 27 | 0 | 4 | 4 | 0.148 |
| 2017-18 | Ferris State | D1 | WCHA | SO | 36 | 1 | 5 | 6 | 0.167 |
| 2015-16 | Air Force | D1 | AHA | FR | 29 | 1 | 8 | 9 | 0.310 |
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.