Here, we report the complete genome sequence of Glaciecola psychrophila strain 170(T), a novel species of the genus Glaciecola, isolated from sea ice at high-latitude Arctic locations. The genome consists of a single chromosome (5,413,691 bp) and 5,363 genes. The genomics information will facilitate the study of the physiology, cold adaptation, and evolution of this genus.