| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Minot Minotauros | NAHL | 46 | 3 | 9 | 12 | 0.261 | 0.0959 | 0.0953 | 0.2754 | 0.2737 |
| 2015-16 | Minot Minotauros | NAHL | 53 | 0 | 15 | 15 | 0.283 | 0.1040 | 0.0987 | 0.2987 | 0.2836 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | St. Scholastica | D1 | MIAC | SR | 27 | 1 | 5 | 6 | 0.222 |
| 2019-20 | St. Scholastica | D3 | MIAC | SR | 27 | 1 | 5 | 6 | 0.222 |
| 2018-19 | St. Scholastica | D1 | MIAC | JR | 22 | 0 | 0 | 0 | 0.000 |
| 2018-19 | St. Scholastica | D3 | MIAC | JR | 22 | 0 | 0 | 0 | 0.000 |
| 2017-18 | St. Scholastica | D3 | MIAC | SO | 26 | 1 | 1 | 2 | 0.077 |
| 2016-17 | St. Scholastica | D3 | MIAC | FR | 23 | 1 | 4 | 5 | 0.217 |
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.