Chinese equities remained volatile Tuesday following an initial stampede out of the market, with analysts cautioning that there is no clear end in sight to the drama.

"China is probably one of the most, if not the most, margin financed markets of all time – so comforting yourself that the unwind is done – because we've seen a lot of that unwind in the past couple of weeks - is probably somewhat premature," Chris Konstantinos, director of international portfolio management at Riverfront Investment Group, told CNBC.