Acinetobacter baumannii remains a pervasive nosocomial pathogen, with international clone 2 (IC2) being the most successful lineage. IC2 is often discussed as a singular entity, and the genomic factors behind its success over other lineages are poorly characterised. This study aimed to track genomic changes occurring around the emergence of IC2 and further determine the within-clone population structure. A set of historical A. baumannii isolates from the 1970s to early 2000s were long-read sequenced and assembled into high-quality chromosomes. These were then used to supplement publicly available A. baumannii genomes, producing a dataset of 1,281 chromosomes derived from isolates collected across six continents. A recombination-free phylogeny was produced and combined with antimicrobial resistance gene (ARG) presence/absence data. Analysis showed that IC2 began to emerge as the dominant lineage around 2005, which coincides with the acquisition of oxa23 and AbGRI3. Further, IC2 can be split into at least four distinct groups. Groups 1, 2, and 3 represent incremental evolution of the A. baumannii chromosome over time, while group 4 represents a separate evolutionary path distinct from the main IC2 lineage, which has recently been isolated at higher frequency.