| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Dubuque Fighting Saints | USHL | 55 | 13 | 17 | 30 | 0.545 | 0.3474 | 0.3385 | 1.6347 | 1.5927 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Clarkson | D1 | ECAC | SR | 30 | 5 | 4 | 9 | 0.300 |
| 2015-16 | Clarkson | D1 | ECAC | JR | 31 | 8 | 10 | 18 | 0.581 |
| 2014-15 | Clarkson | D1 | ECAC | SO | 33 | 5 | 10 | 15 | 0.455 |
| 2013-14 | Clarkson | D1 | ECAC | FR | 38 | 4 | 8 | 12 | 0.316 |
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.