Peacock eels are typically not aggressive toward other fish, but their behavior can vary. They are known for their shy and secretive nature, preferring to hide among plants or in caves. However, they may become territorial if their space is invaded or if they feel threatened, so providing hiding places and suitable peacock eel tank mates is essential for their well-being.