| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Lincoln Stars | USHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2010-11 | Sioux City Musketeers | USHL | 10 | 0 | 1 | 1 | 0.100 | 0.0637 | 0.0627 | 0.2997 | 0.2948 |
| 2011-12 | Lincoln Stars | USHL | 50 | 8 | 15 | 23 | 0.460 | 0.2929 | 0.2744 | 1.3785 | 1.2915 |
| 2012-13 | Lincoln Stars | USHL | 57 | 11 | 16 | 27 | 0.474 | 0.3017 | 0.2666 | 1.4195 | 1.2543 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Bentley | D1 | AHA | SR | 25 | 0 | 1 | 1 | 0.040 |
| 2015-16 | Bentley | D1 | AHA | JR | 27 | 2 | 1 | 3 | 0.111 |
| 2014-15 | Bentley | D1 | AHA | SO | 31 | 1 | 1 | 2 | 0.065 |
| 2013-14 | Bentley | D1 | AHA | FR | 21 | 0 | 2 | 2 | 0.095 |
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.