| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Minnesota Wilderness | NAHL | 15 | 3 | 2 | 5 | 0.333 | 0.1238 | 0.1255 | 0.3529 | 0.3576 |
| 2015-16 | Mason City Toros | NA3HL | 43 | 57 | 42 | 99 | 2.302 | 0.2774 | 0.2654 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | St. Thomas | D3 | — | SR | 24 | 9 | 19 | 28 | 1.167 |
| 2018-19 | St. Thomas | D3 | — | JR | 26 | 18 | 13 | 31 | 1.192 |
| 2017-18 | St. Thomas | D3 | — | SO | 26 | 14 | 16 | 30 | 1.154 |
| 2016-17 | St. Thomas | D3 | — | FR | 26 | 9 | 15 | 24 | 0.923 |
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.