Here are two methods that are quite fast for flat lists (you can flatten arrays to test at deeper levels):
const = ConstantArray[1, 100000]; nonconst = Append[const, 2]; Using CountDistinct (or CountDistinctBy):
CountDistinct[const] === 1 CountDistinct[nonconst] === 1 True
False
Based on pattern matching:
MatchQ[const, {Repeated[x_]}] MatchQ[nonconst , {Repeated[x_]}] True
False
The MatchQ approach can be generalized for deeper arrays using Level without having to Flatten everything:
constTensor = ConstantArray[1, {5, 5, 5}]; MatchQ[Level[constTensor, {ArrayDepth[constTensor]}], {Repeated[x_]}] True
Timings
CountDistinct[const] // RepeatedTiming MatchQ[const, {Repeated[x_]}] // RepeatedTiming {0.00021, 1}
{0.0051, True}
MatchQ has the advantage that it short-circuits when a list doesn't match:
nonconst2 = Prepend[const, 2]; MatchQ[nonconst2, {Repeated[x_]}] // RepeatedTiming {6.*10^-7, False}