Membership starts to follow workload shape
Product separation allocates compute, not just marketing packages
Kimi K3 capacity
shared inference resources
Kimi Membership
Web, App, Work
chat, research, documents, multimodal work
more varied session and tool-use patterns
Kimi Code Membership
coding workflows
repository context, tools, command execution
speed tiers, quota windows, concurrency
Pricing and migration details were incomplete in public docs on July 20.