Methane (C + 4 H) goes to a tetrahedral structure.
Water (O + 2 H + 2 e-) goes to a slightly skewed tetrahedron.
In a computer model, both of these have no local minimum problems. There is a single strong attractor for both molecules.
What are the simplest molecule models that have multiple local minima?