We recently established a long‐term SARS‐CoV‐2 infection model using lung‐cancer xenograft mice and identified mutations that arose in the SARS‐CoV‐2 genome during long‐term propagation. Here, we applied our model to the SARS‐CoV‐2 Delta variant, which has increased transmissibility and immune escape compared with ancestral SARS‐CoV‐2. We observed limited mutations in SARS‐CoV‐2 Delta during long‐term propagation, including two predominant mutations: R682W in the spike protein and L330W in the nucleocapsid protein. We analyzed two representative isolates, Delta‐10 and Delta‐12, with both predominant mutations and some additional mutations. Delta‐10 and Delta‐12 showed lower replication capacity compared with SARS‐CoV‐2 Delta in cultured cells; however, Delta‐12 was more lethal in K18‐hACE2 mice compared with SARS‐CoV‐2 Delta and Delta‐10. Mice infected with Delta‐12 had higher viral titers, more severe histopathology in the lungs, higher chemokine expression, increased astrocyte and microglia activation, and extensive neutrophil infiltration in the brain. Brain tissue hemorrhage and mild vacuolation were also observed, suggesting that the high lethality of Delta‐12 was associated with lung and brain pathology. Our long‐term infection model can provide mutant viruses derived from SARS‐CoV‐2 Delta and knowledge about the possible contributions of emergent mutations to the properties of new variants.