| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Buffalo Jr. Sabres | OJHL | 39 | 3 | 10 | 13 | 0.333 | 0.0817 | 0.0800 | 0.2281 | 0.2234 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | St. Olaf | D3 | MIAC | SR | 22 | 1 | 2 | 3 | 0.136 |
| 2015-16 | St. Olaf | D3 | MIAC | JR | 22 | 1 | 8 | 9 | 0.409 |
| 2014-15 | St. Olaf | D3 | MIAC | SO | 25 | 2 | 7 | 9 | 0.360 |
| 2013-14 | St. Olaf | D3 | MIAC | FR | 24 | 1 | 10 | 11 | 0.458 |
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.