ABSTRACT Extensively drug-resistant (XDR) Klebsiella pneumoniae inflict a notable burden on healthcare worldwide. Of specific concern are strains producing carbapenem-hydrolyzing enzymes, as the therapeutic options for these strains are still very limited. Specific sequence types of K. pneumoniae have been noted for their epidemic occurrence globally, but the mechanisms behind the success of specific clones remain unclear. Herein, we have characterized 20 high-risk clones (HiRCs) and 10 non-HiRCs of XDR K. pneumoniae , exploring factors connected to the epidemiological success of some clones. Isolates were subjected to core genome multilocus sequence typing analysis to determine the clonal relationships of the isolates and subsequently characterized with regard to features known to be linked to overall bacterial fitness and virulence. The genomes were analyzed in silico for capsule types, O antigens, virulence factors, antimicrobial resistance genes, prophages, and CRISPR-Cas loci. In vitro growth experiments were conducted to retrieve proxies for absolute and relative fitness for 11 HiRC and 9 non-HiRC isolates selected based on the clonal groups they belonged to, and infections in a Galleria mellonella insect model were used to evaluate the virulence of the isolates in vivo . This study did not find evidence that virulence factors, prophages, CRISPR-Cas loci, or fitness measured in vitro alone would contribute to the global epidemiological success of specific clones of carbapenemase-producing XDR K. pneumoniae . However, this study did find the HiRC group to be more virulent than the non-HiRC group when measured in vivo in a model with G. mellonella . This suggests that the virulence and epidemiological success of certain clones of K. pneumoniae cannot be explained by individual traits investigated in this study and thus warrant further experiments in the future. IMPORTANCE Herein, we explored potential explanations for the successfulness of some epidemic or high-risk clones of carbapenemase-producing Klebsiella pneumoniae . We found differences in mortality in a larva model but found no clear genomic differences in known virulence markers. Most of the research on virulence in K. pneumoniae has been focused on hypervirulent strains, but here, we try to understand differences within the group of highly resistant strains. The results from the larva virulence model could be used to design experiments in higher animals. Moreover, the data could provide further support to a differentiated infection control approach against extensively drug-resistant strains, based on their classification as high-risk clones.