Monocle is often compared to other single-cell analysis tools like Seurat and Scanpy. While Seurat and Scanpy are widely used for clustering and identifying different cell types, Monocle excels in trajectory analysis and studying dynamic processes. Researchers may choose to use Monocle in conjunction with these tools to gain a comprehensive understanding of their data.