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

This release gives users a more consistent usage experience across the platform, with plan limits now managed through Babbily’s AI Gateway usage system instead of the older token balance flow. The goal is to make usage tracking more accurate, easier to maintain, and better aligned with the real cost of running advanced AI models and media tools.

Team plans also received improvements so usage is handled more cleanly across accepted team members. This helps keep shared team access more reliable as members join, leave, or are added to a workspace.

We also made backend improvements to usage refresh timing, plan checks, and media generation support. These changes help Babbily handle high-cost AI features more responsibly while keeping the user experience smooth across chat, image generation, video generation, research, translation, and other AI-powered workflows.

This update also simplifies parts of the platform by removing older usage-tracking paths and standardizing more AI activity through the same gateway-backed system.