considering cultivation becomes so expensive in the later stages, what's the optimal stage we should cultivate to if we're focusing on just 1 summon?

i want to increase my summon's chase dmg by as much as possible (which is done by advancing to the next stage, right?), but at what point should i move on and cultivate the rest of my summons for the power?