Best Analytics Discord Bots

Analytics bots track what your server actually does: joins and leaves over time, which invite brought whom, message volume per channel, active hours, how many new members are still around a week later, and which roles have gone quiet. Discord's own insights panel is not enabled on every server and stops fairly shallow.

Compare how far back history goes, since most free tiers keep a rolling window and only start counting the day you invite the bot. Check whether data can be exported, whether per-member tracking can be turned off, and note that invite tracking needs Manage Server while message counting needs the Members intent.