The two factions were separated by police but the Golden Dawn supporters later attacked the anarchists at a cafe.
Six people were injured in the attack. A 53-year-old man had to be taken to the hospital.
The cafe was also damaged. The eight suspects face charges of grievous bodily harm and damaging property.