| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Alexandria Blizzard | NA3HL | 2 | 1 | 0 | 1 | 0.500 | 0.0602 | 0.0627 | 0.1580 | 0.1645 |
| 2014-15 | Granite City Lumberjacks | NA3HL | 46 | 14 | 34 | 48 | 1.044 | 0.1257 | 0.1248 | 0.3296 | 0.3271 |
| 2015-16 | Granite City Lumberjacks | NA3HL | 45 | 20 | 30 | 50 | 1.111 | 0.1339 | 0.1264 | 0.3510 | 0.3313 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Wisconsin-Superior | D3 | BigTen | SO | 23 | 2 | 8 | 10 | 0.435 |
| 2016-17 | Wisconsin-Superior | D3 | BigTen | FR | 25 | 2 | 4 | 6 | 0.240 |
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.