| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Janesville Jets | NAHL | 56 | 4 | 14 | 18 | 0.321 | 0.1181 | 0.1374 | 0.3392 | 0.3945 |
| 2011-12 | Waterloo Black Hawks | USHL | 5 | 2 | 1 | 3 | 0.600 | 0.3539 | 0.3816 | 1.8020 | 1.9429 |
| 2012-13 | Waterloo Black Hawks | USHL | 28 | 7 | 5 | 12 | 0.429 | 0.2528 | 0.2591 | 1.2873 | 1.3194 |
| 2013-14 | Waterloo Black Hawks | USHL | 37 | 7 | 12 | 19 | 0.513 | 0.3029 | 0.2963 | 1.5422 | 1.5085 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Harvard | D1 | ECAC | SR | 33 | 4 | 9 | 13 | 0.394 |
| 2016-17 | Harvard | D1 | ECAC | JR | 36 | 6 | 7 | 13 | 0.361 |
| 2015-16 | Harvard | D1 | ECAC | SO | 34 | 3 | 4 | 7 | 0.206 |
| 2014-15 | Harvard | D1 | ECAC | FR | 37 | 4 | 5 | 9 | 0.243 |
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.