Can I use last year's closing rank to predict this year's?

It is a useful guide, not a guarantee. Closing ranks move with seat matrix changes, new colleges and branches, fee changes, and demand shifts (for example, CSE and AI branches have tightened sharply in recent years). Look at 2-3 years of trend for the same college-branch-category rather than a single year, and keep backup options across a range of ranks.