Question for anyone that has gone through a substa

Question for anyone that has gone through a substantial capital gain: Shortly after you realize a mid-year large gain (talking a million plus here on say May 31st) are you required to send an immediate tax payment for that May fiscal quarter to the IRS or risk paying large penalties on April 15th when tax is due?

Just thinking ahead...