Efforts to explore the landscape of small RNAs (sRNAs)—short RNA molecules that are poorly understood—often use high-throughput sequencing (sRNA-seq). These efforts are hampered by a lack of tools to identify, quantify and analyze all the different sRNAs in sRNA-seq datasets.