| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | — | NTDP-U18 | 55 | 5 | 14 | 19 | 0.345 | 0.2568 | 0.2629 | 1.2892 | 1.3199 |
| 2011-12 | — | NTDP-U18 | 60 | 4 | 19 | 23 | 0.383 | 0.2849 | 0.2770 | 1.4302 | 1.3907 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Minnesota | D1 | BigTen | JR | 33 | 1 | 9 | 10 | 0.303 |
| 2013-14 | Minnesota | D1 | BigTen | SO | 40 | 6 | 8 | 14 | 0.350 |
| 2012-13 | Minnesota | D1 | WCHA-orig | FR | 36 | 1 | 2 | 3 | 0.083 |
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.