Do not upgrade your command center to level 3 immediately. Many players rush the economy upgrade and then lack the funds to build towers for wave 6. In Toy Defense, tower placement beats base HP. Let the first few units leak if they must, but never let a wave destroy your upgraded base.
Even with "extra quality," you might encounter problems. toy defense unblocked extra quality