| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Centennial High | USHS-MN | 25 | 15 | 10 | 25 | 1.000 | 0.1232 | 0.1134 | 0.2429 | 0.2236 |
| 2015-16 | Minot Minotauros | NAHL | 32 | 4 | 8 | 12 | 0.375 | 0.1332 | 0.1335 | 0.3937 | 0.3945 |
| 2016-17 | — | NAHL | 45 | 3 | 6 | 9 | 0.200 | 0.0710 | 0.0673 | 0.2100 | 0.1990 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | St. Thomas | D3 | — | JR | 14 | 1 | 3 | 4 | 0.286 |
| 2018-19 | St. Thomas | D3 | — | SO | 8 | 1 | 0 | 1 | 0.125 |
| 2017-18 | St. Thomas | D3 | — | FR | 13 | 2 | 1 | 3 | 0.231 |
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.