True. But the VPN provider effectively knows who you are, because they see your IP address. Or rather, a resourceful adversary can get your IP address from the VPN provider, and then get your identity from your ISP.
If you chain VPNs, however, it certainly makes sense to lease the second/indirect VPN anonymously.