Delone sets are discrete point sets X in $${\mathbb {R}}^d$$
R
d
characterized by parameters (r, R), where (usually) 2r is the smallest inter-point distance of X, and R is the radius of a largest “empty ball” that can be inserted into the interstices of X. The regularity radius $${\hat{\rho }}_d$$
ρ
^
d
is defined as the smallest positive number $$\rho $$
ρ
such that each Delone set with congruent clusters of radius $$\rho $$
ρ
is a regular system, that is, a point orbit under a crystallographic group. We discuss two conjectures on the growth behavior of the regularity radius. Our “Weak Conjecture” states that $${\hat{\rho }}_{d}={\textrm{O}(d^2\log _2 d)}R$$
ρ
^
d
=
O
(
d
2
log
2
d
)
R
as $$d\rightarrow \infty $$
d
→
∞
, independent of r. This is verified in the paper for two important subfamilies of Delone sets: those with full-dimensional clusters of radius 2r and those with full-dimensional sets of d-reachable points. We also offer support for the plausibility of a “Strong Conjecture”, stating that $${\hat{\rho }}_{d}={\textrm{O}(d\log _2 d)}R$$
ρ
^
d
=
O
(
d
log
2
d
)
R
as $$d\rightarrow \infty $$
d
→
∞
, independent of r.