| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Dubuque Fighting Saints | USHL | 4 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2011-12 | Dubuque Fighting Saints | USHL | 55 | 0 | 7 | 7 | 0.127 | 0.0811 | 0.0800 | 0.3815 | 0.3764 |
| 2012-13 | Dubuque Fighting Saints | USHL | 57 | 2 | 6 | 8 | 0.140 | 0.0894 | 0.0834 | 0.4207 | 0.3927 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Providence | D1 | HockeyEast | SR | 38 | 0 | 5 | 5 | 0.132 |
| 2015-16 | Providence | D1 | HockeyEast | JR | 37 | 0 | 8 | 8 | 0.216 |
| 2014-15 | Providence | D1 | HockeyEast | SO | 39 | 1 | 3 | 4 | 0.103 |
| 2013-14 | Providence | D1 | HockeyEast | FR | 39 | 0 | 6 | 6 | 0.154 |
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.