Herein, we report two morphologically distinct, S100 and CD34 co-expressed low-grade soft tissue tumors carrying novel RAF1 gene fusions with kinesin family member 5B (KIF5B) and talin2 (TLN2), respectively. This evidence concerns the gene RAF1 and soft tissue neoplasm.