We start the investigation of free boundary variational models featuring varying singularities. The theory depends strongly on the nature of the singular power \(\gamma (x)\) and how it changes. Under a mild continuity assumption on \(\gamma (x)\) , we prove the optimal regularity of minimizers. Such estimates vary point-by-point, leading to a continuum of free boundary geometries. We also conduct an extensive analysis of the free boundary shaped by the singularities. Utilizing a new monotonicity formula, we show that if the singular power \(\gamma (x)\) varies in a \(W^{1,n^{+}}\) fashion, then the free boundary is locally a \(C^{1,\delta }\) surface, up to a negligible singular set of Hausdorff co-dimension at least 3.