Highlights•RNA modifications were predicted for plant viruses and viroids using a bioinformatic pipeline.•Plant viruses and viroids present previously unreported RNA modifications.•RNA modifications of viruses and viroids might have a functional relevance.•RNA modifications were enriched in the pathogenesis region of nuclear-replicating viroids.