Color vision modifications occur in animals via a process known as spectral tuning. In Heliconius butterflies, a genus-specific UVRh opsin duplication led to the evolution of UV color discrimination in Heliconius erato females, a rare trait among butterflies. In the H. melpomene and H. ismenius lineages, the UV2 receptor has been lost. Here we compare how loss of the UV2 photoreceptor has altered the visual system of these butterflies. We compare visual system evolution in three Heliconius butterfly species using a combination of intracellular recordings, ATAC-seq, and antibody staining. We identify several spectral tuning mechanisms including adaptive evolution of opsins, deployment of two types of filtering pigments, and co-expression of two distinct opsins in the same cell. Our data show that opsin gain and loss is driving rapid divergence in Heliconius visual systems via tuning of multiple spectral classes of photoreceptor in distinct lineages, potentially contributing to ongoing speciation in this genus.