GC-MS remains a key tool in metabolomics due to its ability to analyze a wide range of volatile and thermally stable compounds with high chromatographic resolution, enabling detailed studies of complex mixtures—such as human diet components and honeybee chemical signals—where other techniques like LC-MS or NMR may fall short.