If collect stats is not done on the table what will happen?

Teradata uses a cost based optimizer and cost estimates are done based on statistics.
So if you donot have statistics collected then optimizer will use a Dynamic AMP Sampling method to get the stats.
If your table is big and data was unevenly distributed then dynamic sampling may not get right information and yourperformance will suffer.