| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Kalamazoo Jr. K-Wings | NAHL | 60 | 4 | 16 | 20 | 0.333 | 0.1238 | 0.1375 | 0.3529 | 0.3918 |
| 2012-13 | Kalamazoo Jr. K-Wings | NAHL | 56 | 7 | 27 | 34 | 0.607 | 0.2254 | 0.2389 | 0.6428 | 0.6814 |
| 2013-14 | Penticton Vees | BCHL | 57 | 13 | 45 | 58 | 1.018 | 0.3960 | 0.3957 | 1.4838 | 1.4827 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Robert Morris | D1 | AHA | SR | 13 | 0 | 0 | 0 | 0.000 |
| 2016-17 | Bemidji State | D1 | WCHA | JR | 28 | 2 | 6 | 8 | 0.286 |
| 2015-16 | Bemidji State | D1 | WCHA | SO | 39 | 1 | 5 | 6 | 0.154 |
| 2014-15 | Bemidji State | D1 | WCHA | FR | 34 | 1 | 5 | 6 | 0.176 |
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.