Kimi’s integrated stack vs. Manus’s layered approach
Kimi released the K2.5 model and K2.5 Agent together, with an agent mode already available on its website. The post cites 1,500-step long-horizon actions, up to 100 agents in parallel, and visual coding from design files or web videos; pricing, context window, and API terms are not disclosed. The key point is product shape: not just a model launch, but a bundled model-plus-agent release.
Why it matters: HKR-H lands on the integrated release angle; HKR-K lands on the 1,500-step, 100-agent, visual-programming details; HKR-R lands on the stack-design debate. Missing price, context window, and API terms, plus a commentary source, keep it below p1.