We present a novel analytical approach to the evaluation of the information entropy of Gegenbauer polynomials of parameter λ. This method allows us to express the entropy in terms of finite sums in the case λ ∈ ℕ. Furthermore, we obtain closed formulas when λ = 1, 2, 3.