Kimi K1.5
K1.5 combined long context with RL-based reasoning and provided a research base for later open Kimi agent models.
FAMILY / MOONSHOT AI
A family that grew from long-context and RL research into large open MoE and native visual agents.
01 / LINEAGE MAP
02 / GENERATIONS
K1.5 combined long context with RL-based reasoning and provided a research base for later open Kimi agent models.
K2 paired trillion-scale MoE with an open agent model and demonstrated large-scale training with the Muon optimizer.
A K2-based thinking agent trained to reason while using tools natively.
A natively multimodal continuation of K2 with visual coding and an Agent Swarm of up to 100 subagents.
The open successor to K2.5 with stronger long-horizon coding, general agents, vision, and Agent Swarm.
K3 pushed open-model scale toward 3T parameters while unifying agent, vision, and long-context capabilities.