Moonshot V1
Moonshot V1 is the product-model starting point for Kimi; K1.5 was a later multimodal reasoning research line, not Kimi’s first version.
FAMILY / MOONSHOT AI
A family that grew from Moonshot V1’s long-context platform models and RL research into large open MoE and native visual agents.
01 / RELEASE SEQUENCE
02 / GENERATIONS
Moonshot V1 is the product-model starting point for Kimi; K1.5 was a later multimodal reasoning research line, not Kimi’s first version.
The vision-preview branch of Moonshot V1, accepting images and recorded separately from the text-only V1 tiers.
K1.5 combined long context with RL-based reasoning and provided a research base for later open Kimi agent models.
A thinking-model preview on the Kimi Open Platform: a distinct API model, not an alias of the K1.5 research model or K2 Thinking.
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.
K2.7 Code moved Kimi’s open-agent line toward specialized long-horizon software engineering and became the direct predecessor to K2.8 Preview.
K3 pushed open-model scale toward 3T parameters while unifying agent, vision, and long-context capabilities.
K2.8 Preview upgrades Kimi Code’s default coding route with more efficient reasoning while preserving the existing Model ID, allowing the preview to replace kimi-for-coding without client changes.