| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Hopkins/St. Louis Park High (W) | USHS-MN-W | 24 | 5 | 5 | 10 | 0.417 | 0.0669 | 0.0669 | — | — |
| 2011-12 | Hopkins/St. Louis Park High (W) | USHS-MN-W | 22 | 5 | 14 | 19 | 0.864 | 0.1387 | 0.1387 | — | — |
| 2012-13 | Hopkins/St. Louis Park High (W) | USHS-MN-W | 25 | 10 | 19 | 29 | 1.160 | 0.1863 | 0.1863 | — | — |
| 2013-14 | Hopkins/St. Louis Park High (W) | USHS-MN-W | 23 | 12 | 19 | 31 | 1.348 | 0.2165 | 0.2165 | — | — |
| 2014-15 | Hopkins/St. Louis Park High (W) | USHS-MN-W | 20 | 22 | 9 | 31 | 1.550 | 0.2489 | 0.2489 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Boston College | D1 | HEA-W | SR | 20 | 2 | 10 | 12 | 0.600 |
| 2017-18 | Boston College | D1 | HEA-W | JR | 36 | 3 | 11 | 14 | 0.389 |
| 2016-17 | Boston College | D1 | HEA-W | SO | 28 | 2 | 13 | 15 | 0.536 |
| 2015-16 | Boston College | D1 | HEA-W | FR | 41 | 0 | 11 | 11 | 0.268 |
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.