In this paper, we consider ancient noncollapsed mean curvature flows \(M_t=\partial K_t\subset \mathbb {R}^{n+1}\) that do not split off a line. It follows from general theory that the blowdown of any time slice, \(\lim _{\lambda \rightarrow 0} \lambda K_{t_0}\) , is at most \(n-1\) dimensional. Here, we show that the blowdown is in fact at most \(n-2\) dimensional. Our proof is based on fine cylindrical analysis, which generalizes the fine neck analysis that played a key role in many recent papers. Moreover, we show that in the uniformly k-convex case, the blowdown is at most \(k-2\) dimensional. This generalizes the recent results from Choi et al. (Geom. Topol. 28(7):3095–3134, 2024). The results and methods developed in this paper and its sequel by Du and Zhu (Adv. Math. 479:110422, 2025) have several applications in the study of mean curvature flow through singularities in higher dimensions.