Recent genomic studies in adult and pediatric acute myeloid leukemia (AML) demonstrated recurrent in-frame tandem duplications (TD) in exon 13 of upstream binding transcription factor (UBTF). These alterations, which account for ~4.3% of AMLs in childhood and up to 3% in adult AMLs under 60, are subtype-defining and associated with poor outcomes. Here, we provide a comprehensive investigation into the clinicopathological features ofUBTF-TD myeloid neoplasms in childhood, including 89 unique pediatric AML and 6 myelodysplastic syndrome (MDS) cases harboring a tandem duplication in exon 13 ofUBTF. We demonstrate thatUBTF-TD myeloid tumors are associated with dysplastic features, low bone marrow blast infiltration, and low white blood cell count. Furthermore, using bulk and single-cell analyses, we confirm thatUBTF-TD is an early and clonal event associated with a distinct transcriptional profile, whereas the acquisition ofFLT3orWT1mutations is associated with more stem cell-like programs. Lastly, we report rare duplications within exon 9 ofUBTFthat phenocopy exon 13 duplications, expanding the spectrum ofUBTFalterations in pediatric myeloid tumors. Collectively, we comprehensively characterize pediatric AML and MDS withUBTF-TD and highlight key clinical and pathologic features that distinguish this new entity from other molecular subtypes of AML.Key PointsLargest cohort of pediatricUBTF-TD in myeloid neoplasms reported to date.Use of single-cell DNA+protein sequencing technology in 3UBTF-TD samples reveals a clonal evaluation pattern characterized by sequential acquisition ofWT1andFLT3mutations and a more stem cell-like protein expression pattern.Pediatric MDS and AML patients withUBTF-TD alterations dysplastic features with an increase erythroid precursors.Tandem duplications in exon 9 ofUBTFrepresent a rare but functionally equivalent subgroup ofUBTF-TD myeloid neoplasms.Impact StatementUBTFtandem duplications (TD) are subtype-defining genomic alterations in adult and pediatric myeloid neoplasms. Here, we provide a comprehensive characterization of the largest cohort of pediatricUBTF-TD cases to date, including the recognition of additional UBTF alterations that mimic the exon 13 duplications in pediatric AML.