It is true that all numbers in the set are congruent modulo the cardinality of the set.
Denote the set by $S$ and suppose $|S| = n \geqslant 2$. If $n = 2$, suppose $S = \{a, b\}$, then $2 \not\mid a$, $2 \not\mid b$ implies $a \equiv b \equiv 1 \pmod{2}$.
For $n \geqslant 3$, if $a, b \in S$ satisfy $a \not\equiv b \pmod{n}$, suppose $S = \{a, b, c_1, \cdots, c_{n - 2}\}$. Now consider the following $n$ proper subsets:$$
\{a\}, \{b\}, \{a, b\}, \{a, b, c_1\}, \cdots, \{a, b, c_1, \cdots, c_{n - 3}\}.
$$
Because for any of these sets, $n$ does not divide the sum of its elements, by the pigeonhole principle, there are two sets $A$ and $B$ such that the sum of $A$'s elements is congruent to that of $B$'s. Note that if $A = \{a\}$, then $B \neq \{b\}$, and if $A = \{b\}$, then $B \neq \{a\}$, therefore either $A$ and $B$ are in this chain:$$
\{a\} \subset \{a, b\} \subset \{a, b, c_1\} \subset \cdots \subset \{a, b, c_1, \cdots, c_{n - 3}\},
$$
or in this chain:$$
\{b\} \subset \{a, b\} \subset \{a, b, c_1\} \subset \cdots \subset \{a, b, c_1, \cdots, c_{n - 3}\}.
$$
Without loss of generality, suppose $A \subset B$, then $B \setminus A$ is a non-empty proper set of $S$ but $n$ divides the sum of the elements of $B \setminus A$, a contradiction.
Therefore, all elements in $S$ are congruent modulo $|S|$.