The brain structure / nervous system of cephalpods is quite different from vertebrate species I'm pretty sure. A lot of the similarities of the complexity/development are based on convergent evolution. So it's not as straightforward of a comparison. At least in this context.
https://www.frontiersin.org/articles/10.3389/fphys.2018.0095...