Canonical event
LongCat-2.5-Preview becomes available through official API
Official LongCat API changelog explicitly dates LongCat-2.5-Preview availability September 25. The supplied LongCat 2.0 blog does not establish a 2.5 milestone; reported model quality is vendor claimed.