| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Cedar Rapids RoughRiders | USHL | 52 | 6 | 7 | 13 | 0.250 | 0.1537 | 0.1676 | 0.7366 | 0.8032 |
| 2012-13 | Cedar Rapids RoughRiders | USHL | 60 | 9 | 11 | 20 | 0.333 | 0.2049 | 0.2125 | 0.9820 | 1.0184 |
| 2013-14 | Cedar Rapids RoughRiders | USHL | 49 | 12 | 16 | 28 | 0.571 | 0.3512 | 0.3478 | 1.6835 | 1.6673 |
| 2014-15 | Cedar Rapids RoughRiders | USHL | 50 | 21 | 32 | 53 | 1.060 | 0.6516 | 0.6133 | 3.1230 | 2.9394 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Notre Dame | D1 | BigTen | JR | 36 | 15 | 24 | 39 | 1.083 |
| 2016-17 | Notre Dame | D1 | — | SO | 40 | 21 | 20 | 41 | 1.025 |
| 2015-16 | Notre Dame | D1 | — | FR | 31 | 5 | 4 | 9 | 0.290 |
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.