Hobo spiders and brown recluse spiders are often confused due to their similar appearance, but they belong to different species with distinct behaviors and risks. Hobo spiders are typically more active and aggressive, while brown recluses are reclusive and bite only when threatened. It's crucial to differentiate between them as brown recluse bites can cause severe reactions, whereas hobo spider bites are generally less harmful.