Distributed content in IPFS is eventually purged from nodes unless one of the hosting nodes has pinned it to be retained. Therefore, if no-one at Time x views certain content and pins it, then unfortunately at Time x + n that content might disappear just as thoroughly as under HTTP.
Unfortunately I fear that means that 'popular' content persists whilst niche and unique data might still fade away.