| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Grand Rapids-Greenway | USHS-MN-W | 25 | 6 | 13 | 19 | 0.760 | 0.1221 | 0.1221 | — | — |
| 2014-15 | Grand Rapids-Greenway | USHS-MN-W | 25 | 8 | 21 | 29 | 1.160 | 0.1863 | 0.1863 | — | — |
| 2015-16 | Grand Rapids-Greenway | USHS-MN-W | 25 | 13 | 20 | 33 | 1.320 | 0.2120 | 0.2120 | — | — |
| 2016-17 | Grand Rapids-Greenway | USHS-MN-W | 25 | 18 | 32 | 50 | 2.000 | 0.3212 | 0.3212 | — | — |
| 2017-18 | Grand Rapids-Greenway | USHS-MN-W | 25 | 23 | 25 | 48 | 1.920 | 0.3084 | 0.3084 | — | — |
| 2018-19 | Grand Rapids-Greenway | USHS-MN-W | 24 | 23 | 32 | 55 | 2.292 | 0.3680 | 0.3680 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Quinnipiac | D1 | ECAC-W | GR | 37 | 15 | 16 | 31 | 0.838 |
| 2022-23 | Quinnipiac | D1 | ECAC-W | SR | 40 | 14 | 14 | 28 | 0.700 |
| 2021-22 | Quinnipiac | D1 | ECAC-W | JR | 39 | 14 | 19 | 33 | 0.846 |
| 2020-21 | Quinnipiac | D1 | ECAC-W | SO | 16 | 5 | 3 | 8 | 0.500 |
| 2019-20 | Quinnipiac | D1 | ECAC-W | FR | 37 | 12 | 12 | 24 | 0.649 |
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.