Troglomorphism-morphological adaptation enabling life in constant darkness of caves, such as loss of pigment, reduced eyesight or blindness, over-developed tactile and olfactory organs has long intrigued biologists. However, inferring the proximate and ultimate mechanisms driving the evolution of troglomorphism in freshwater fish requires a sound understanding of the evolutionary relationships among surface, troglomorphic, and intermediate lineages. We use Restriction Site Associated DNA Sequencing (RADseq) to probe deeper into the evolution of the Sinocyclocheilus fishes of China. They comprise the largest cavefish diversification in the world with a remarkable array of derived troglomorphic traits, and are currently considered as an emerging multi-species model system to study evolutionary novelty. We sequenced a total of 120 individuals from throughout the Sinocyclocheilus distribution. The data comprised a total of 646,497 bp per individual, including 4378 loci and 67,983 SNPs (61,023 parsimony-informative) shared across more than at least 114 individuals at a given locus. Phylogenetic analyses using either the concatenated RAD loci (RAxML) or the SNPs only under a coalescent model (SVDquartets) showed a high degree of congruence and high node support (> 95) for most nodes in the phylogeny. The major clades we recovered conform to a pattern established previously using Sanger-based mt-DNA sequences, however, with a few notable exceptions. With an increased representation of the genome sequenced, we now recognize 6 major clades in this group, two additional clades than before. The blind cavefish S. tianlinensis and the micro-eyed S. microphthalmus are now recognized as distinct clades due to their deep divergence from other clades. A Bayes factor delimitation (BFD) analysis showed support for 21 species, recognizing 19 previously described species and two putative new cryptic ones. Two species whose identity were previously disputed, S. furcodorsalis and S. tianeensis, are supported here as distinct species. Our multi-species calibrated tree in SNAPP suggests that the genus Sinocyclocheilus originated around 10.5 Mya, but most speciation events happened in the last 2 Mya, likely favored by the uplift of Qinghai-Tibetan Plateau and a climate driven aridification event forcing cave occupation during this period. These results provide a firm basis for future comparative studies on the evolution of Sinocyclocheilus and its adaptations to cave life.