Actually, there should be a variable time interval for accepting stales depending on the coin being mined. There is a higher probability of stales contributing to finding blocks on faster coins (lower diff) than on slower ones (higher diff).

You could stop accepting stales when the probability of finding a block for a particular coin falls below a threshold (50%?). This will depend on the coin's diff and pool's hashrate still on it.