| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Portage Terriers | MJHL | 51 | 9 | 7 | 16 | 0.314 | 0.0604 | 0.0624 | 0.1978 | 0.2045 |
| 2014-15 | Portage Terriers | MJHL | 20 | 4 | 3 | 7 | 0.350 | 0.0674 | 0.0662 | 0.2207 | 0.2167 |
| 2015-16 | Virden Oil Capitals | MJHL | 38 | 12 | 6 | 18 | 0.474 | 0.0912 | 0.0847 | 0.2987 | 0.2776 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Marian | D1 | NCHA | SR | 24 | 5 | 7 | 12 | 0.500 |
| 2019-20 | Marian | D3 | NCHA | — | 24 | 5 | 7 | 12 | 0.500 |
| 2018-19 | St. Scholastica | D1 | MIAC | JR | 23 | 2 | 5 | 7 | 0.304 |
| 2018-19 | St. Scholastica | D3 | MIAC | GR | 23 | 2 | 5 | 7 | 0.304 |
| 2017-18 | St. Scholastica | D3 | MIAC | SR | 26 | 5 | 5 | 10 | 0.385 |
| 2016-17 | St. Scholastica | D3 | MIAC | JR | 18 | 3 | 2 | 5 | 0.278 |
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.