The difference is that there is no way to even enable encryption on Telegram desktop clients.

Edit: Aside from that, while the Telegram UI is nice, it doesn't even try to compete with the interfaces commonly found in IRC clients (i.e. no bubbles, one or more lines per message, can actually fit more than a handful of messages without scrolling, and so on... see qwebirc).