| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Bemidji High (W) | USHS-MN-W | 25 | 0 | 2 | 2 | 0.080 | 0.0128 | 0.0128 | — | — |
| 2012-13 | Bemidji High (W) | USHS-MN-W | 24 | 0 | 5 | 5 | 0.208 | 0.0335 | 0.0335 | — | — |
| 2013-14 | Bemidji High (W) | USHS-MN-W | 22 | 2 | 4 | 6 | 0.273 | 0.0438 | 0.0438 | — | — |
| 2014-15 | Bemidji High (W) | USHS-MN-W | 24 | 7 | 6 | 13 | 0.542 | 0.0870 | 0.0870 | — | — |
| 2015-16 | Bemidji High (W) | USHS-MN-W | 25 | 3 | 6 | 9 | 0.360 | 0.0578 | 0.0578 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Bemidji State | D1 | CHA-W | SR | 36 | 2 | 7 | 9 | 0.250 |
| 2018-19 | Bemidji State | D1 | CHA-W | JR | 36 | 0 | 3 | 3 | 0.083 |
| 2017-18 | Bemidji State | D1 | CHA-W | SO | 36 | 0 | 3 | 3 | 0.083 |
| 2016-17 | Bemidji State | D1 | CHA-W | FR | 26 | 0 | 0 | 0 | 0.000 |
| 2015-16 | Bemidji State | D1 | CHA-W | — | 7 | 0 | 1 | 1 | 0.143 |
| 2004-05 | Hamline | D3 | MIAC | JR | 23 | 1 | 0 | 1 | 0.043 |
| 2003-04 | Hamline | D3 | MIAC | SO | 23 | 1 | 0 | 1 | 0.043 |
| 2002-03 | Hamline | D3 | MIAC | FR | 25 | 1 | 2 | 3 | 0.120 |
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.