Shown in picture A is a new oxygen sensor. Picture B shows an O2 sensor fouled by oil, picture D shows a sensor fouled by excess carbon, and picture E shows an O2 sensor with normal wear.
Oxygen Sensors – How they work, and how to replace one yourself