Background: The basic helix–loop–helix (bHLH) transcription factors (TFs) serve crucial roles in the regulation of plant growth and development and usually participate in biological processes by interacting with other TFs. Capsorubin and capsaicinoids are found only in Capsicum, which has high nutritional and economic value. However, whether bHLH family genes regulate capsorubin and capsaicinoid biosynthesis and participate in these processes by interacting with other TFs remains to be determined.Results: In this study, a total of 107 CabHLHs were identified from the Capsicum annuum genome. Phylogenetic tree analysis revealed that these CabHLH proteins were classified into 15 groups by comparing the CabHLH proteins with Arabidopsis bHLH proteins. A transcriptome analysis showed that some CabHLHs might be associated with the regulation of capsorubin and capsaicinoid biosynthesis, and the CabHLHs were focused mainly in cluster C1, cluster C2, cluster C3, cluster C4, cluster L5, cluster L6, cluster L8 and cluster L9. In cluster C1, cluster C2, and cluster C3, the expression profiles of CabHLH009, CabHLH032, CabHLH048, CabHLH095 and CabHLH100 were similar to the pattern of carotenoid biosynthesis in pericarp, including β-carotene, zeaxanthin, lutein and capsorubin, while the expression profiles of CabHLH007, CabHLH009, CabHLH026, CabHLH063 and CabHLH086 found in cluster L5, cluster L6 and cluster L9 were consistent with the pattern of capsaicin accumulation in the placenta. CabHLH007, CabHLH009, CabHLH026 and CabHLH086 also might be involved in temperature-mediated capsaicinoid biosynthesis. Additionally, yeast two-hybrid (Y2H) assays demonstrated that CabHLH007, CabHLH009, CabHLH026, CabHLH063 and CabHLH086 could interact with MYB31, a master regulator for capsaicinoid biosynthesis.Conclusions: The comprehensive and systematic analysis of CabHLH TFs provides significantly useful information that contributes to further investigation of CabHLHs in carotenoid and capsaicinoid biosynthesis.