| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Fargo Force | USHL | 44 | 9 | 5 | 14 | 0.318 | 0.2026 | 0.2014 | 0.9535 | 0.9480 |
| 2012-13 | Fargo Force | USHL | 22 | 3 | 3 | 6 | 0.273 | 0.1737 | 0.1635 | 0.8172 | 0.7690 |
| 2013-14 | Bismarck Bobcats | NAHL | 55 | 25 | 23 | 48 | 0.873 | 0.3240 | 0.3012 | 0.9240 | 0.8589 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Niagara | D1 | AHA | SR | 28 | 5 | 3 | 8 | 0.286 |
| 2016-17 | Niagara | D1 | AHA | JR | 31 | 9 | 8 | 17 | 0.548 |
| 2015-16 | Niagara | D1 | AHA | SO | 34 | 4 | 8 | 12 | 0.353 |
| 2014-15 | Niagara | D1 | AHA | FR | 27 | 4 | 8 | 12 | 0.444 |
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.