icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2007-08 | Amarillo Wranglers | NAHL | 50 | 8 | 24 | 32 | 0.640 | 0.2536 | 0.2768 | 0.6719 | 0.7334 |
| 2008-09 | Amarillo Wranglers | NAHL | 58 | 27 | 40 | 67 | 1.155 | 0.4577 | 0.4769 | 1.2128 | 1.2636 |
| 2018-19 | Lausitzer Füchse | DEL2 | 49 | 14 | 28 | 42 | 0.857 | 0.3698 | 0.3393 | — | — |
| 2019-20 | Lausitzer Füchse | DEL2 | 52 | 30 | 29 | 59 | 1.135 | 0.4895 | 0.4895 | — | — |
| 2020-21 | EHC Freiburg | DEL2 | 45 | 15 | 17 | 32 | 0.711 | 0.3068 | 0.3068 | — | — |
| 2021-22 | EHC Freiburg | DEL2 | 26 | 11 | 22 | 33 | 1.269 | 0.5475 | 0.4690 | — | — |
| 2024-25 | Selber Wölfe | DEL2 | 17 | 1 | 4 | 5 | 0.294 | 0.1269 | 0.0813 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Bemidji State | D1 | — | SR | 36 | 9 | 10 | 19 | 0.528 |
| 2011-12 | Bemidji State | D1 | — | JR | 38 | 19 | 12 | 31 | 0.816 |
| 2010-11 | Bemidji State | D1 | — | SO | 38 | 17 | 19 | 36 | 0.947 |
| 2009-10 | Bemidji State | D1 | — | FR | 36 | 13 | 21 | 34 | 0.944 |
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.