| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Central Illinois Flying Aces | USHL | 2 | 1 | 0 | 1 | 0.500 | 0.2949 | 0.3101 | 1.5017 | 1.5789 |
| 2015-16 | Central Illinois Flying Aces | USHL | 10 | 0 | 3 | 3 | 0.300 | 0.1770 | 0.1779 | 0.9010 | 0.9054 |
| 2016-17 | Waterloo Black Hawks | USHL | 59 | 17 | 25 | 42 | 0.712 | 0.4199 | 0.4005 | 2.1381 | 2.0395 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | UMass Boston | D3 | NEHC | — | 2 | 3 | 2 | 5 | 2.500 |
| 2019-20 | Colorado College | D1 | NCHC | — | 27 | 4 | 7 | 11 | 0.407 |
| 2018-19 | Colorado College | D1 | NCHC | — | 0 | 0 | 0 | 0 | 0.000 |
| 2017-18 | Providence | D1 | HockeyEast | FR | 24 | 1 | 4 | 5 | 0.208 |
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.