Kimi single paid workspace with shared credits

Moonshot is turning Kimi into one paid workspace, not a bundle of separate apps. A higher plan mainly buys a bigger shared credit pool and more parallel agent capacity, so one subscription can cover chat, research, documents, and coding. That matters because the customer is buying the ability to run more work through Kimi each month, not paying one seat for writing and another for code.1 2 3 4

• Kimi’s help center says membership features share one credit pool across products including Kimi Code, Deep Research, website deployment, Kimi Work, Kimi Claw, and K3 Agent Swarm. Credits are deducted by token use, which means long coding sessions and repeated agent steps compete with other workflows for the same allowance.1 2
• The main tiering lever is concurrency. On the current membership plans, higher tiers add more parallel Agent tasks and more parallel Agent Swarm subtasks, while Kimi Code remains included rather than sold as a standalone coding add on. That makes the upgrade path about throughput for heavy users and teams.1 4
• Moonshot still keeps subscriptions separate from API billing. Kimi Code docs distinguish membership based coding access from the Kimi Open Platform, where usage is billed pay as you go through different endpoints and keys. In practice, subscriptions monetize end user workflows, while APIs monetize external products built on Moonshot models.3 5

This pushes Kimi toward the same economic model as a general productivity suite with an attached compute meter. As Moonshot adds more agent surfaces, the winning plans will be the ones that let users keep multiple tasks running at once, because concurrency becomes the clearest signal of real work capacity.1 2 4