The FilmArray® Gastrointestinal (GI) Panel is a modern, sensitive, and comprehensive stool testing technique for identifying common gastrointestinal pathogens, including viruses, bacteria, and parasites. Its increasing demand is due to ease of operation and automation. Pathogens, particularly viruses, undergo constant genetic evolution. For instance, human astrovirus (HAstV), which causes gastroenteritis in children, the elderly, and immune-compromised individuals, can be identified by the GI Panel. HAstV has evolved into several clades, including the classic (HAstV1-8), novel Melbourne (MLB1-3), and Virginia (VA1-5) clades. This study investigated whether the GI Panel accurately detects all HAstV clades. A total of 12 stool and three sewage water (SW) samples were selected post-confirmation of distinct HAstV strains using conventional RT-PCR and sequence-based genotyping for reassessment by the GI Panel. The GI Panel accurately detected the classic HAstV in stool and SW samples. However, our results confirm the GI Panel’s inability to detect the novel MLB (MLB1-3) and VA (VA2) clades in fecal samples, raising the possibility of false-negative results in HAstV testing. Although the GI Panel is useful for identifying a variety of gastrointestinal pathogens in stool and SW samples in a single test, our findings highlight the need to exercise caution when interpreting HAstV results from the GI Panel.