Parmales (Bolidophyceae) is a minor eukaryotic phytoplankton group, sister to diatoms, that exists as two distinct forms of unicellular organisms: silicified cells and naked flagellates. Since their discovery, many field studies of Parmales have been performed, but their global distribution remains under-investigated. Here, we compile over 3,000 marine DNA metabarcoding datasets targeting the V4 region of the 18S rRNA gene from the EukBank database. By linking this large dataset with the latest morphological and genetic information, we provide updated estimates on the diversity and distribution of Parmales in the global ocean at a fine taxonomic resolution. Parmalean amplicon sequence variants (ASVs) were detected in nearly 90% of the analyzed samples. However, the relative abundance of parmaleans in the eukaryotic community is less than 0.2% on average, and the estimated true richness of parmalean ASVs is about 316 ASVs, confirming their low abundance and low diversity. Phylogenetic analysis clearly divides these algae into four clades, and three known morphotypes of silicified cells were classified into three different clades. The abundance of Parmales is generally high in the pole and decreases toward the tropics, and individual clades/subclades show further distinctions in distributions. Overall, our results suggest their clade/subclade-specific adaptation to different ecological niches.