Mumble is primarily focused on low-latency voice communication for gaming and group discussions, with a strong emphasis on customizable server settings. Bit Chat, on the other hand, offers a broader communication suite with a focus on privacy and security through end-to-end encryption, making it suitable for more general use cases.