Buy classic canvas styles in August and September.
If you want new Toms at a fraction of the cost, these sites are the most consistent:
I can find specific or current sales happening right now.
These stores receive overstock from major retailers. Finding Toms here is hit-or-miss, but when they appear, they are usually under $30.