We updated how Babbily tracks AI usage across chat, research, media generation, memory, and connected tools.

Plan limits are now managed through Babbily’s AI Gateway usage system instead of the older token balance flow. Usage tracking is more accurate, easier to maintain, and better aligned with the real cost of running advanced models and media tools.

Team plans now handle usage more cleanly across accepted team members, which keeps shared access reliable as members join, leave, or are added to a workspace.

Backend improvements to usage refresh timing, plan checks, and media generation support help Babbily handle high-cost features responsibly. Older usage-tracking paths have been removed, so more activity runs through the same system.