Two $$n \times n$$
n
×
n
Latin squares $$L_1, L_2$$
L
1
,
L
2
are said to be orthogonal if, for every ordered pair (x, y) of symbols, there are coordinates (i, j) such that $$L_1(i,j) = x$$
L
1
(
i
,
j
)
=
x
and $$L_2(i,j) = y$$
L
2
(
i
,
j
)
=
y
. A k-MOLS is a sequence of k pairwise-orthogonal Latin squares, and the existence and enumeration of these objects has attracted a great deal of attention. Recent work of Keevash and Luria provides, for all fixed k, log-asymptotically tight bounds on the number of k-MOLS. To study the situation when k grows with n, we bound the number of ways a k-MOLS can be extended to a $$(k+1)$$
(
k
+
1
)
-MOLS. These bounds are again tight for constant k, and allow us to deduce upper bounds on the total number of k-MOLS for all k. These bounds are close to tight even for k linear in n, and readily generalise to the broader class of gerechte designs, which include Sudoku squares.