Because we are talking about a server, so the marginal cost of operating is basically electricity. And no one is forcing other bank websites to operate 24/7, it just makes economic sense to provide it since it costs so little.
I would not patronize a business that had to regularly shut down their website, I would wonder what kind of weak IT department they have and why I would want to invest in that.