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Moonshot Kimi Blog

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9 articles in Hamidun·Latest: October 17· Active·kimi.ai ↗

Latest publications

Moonshot open-sources Kimi K2: a 1-trillion-parameter MoE built for agents
LLMMoonshot Kimi Blog

Moonshot open-sources Kimi K2: a 1-trillion-parameter MoE built for agents

Moonshot AI released the Kimi K2 weights: 1 trillion parameters, 32 billion active, trained on 15.5 trillion tokens without a single failure. The model is built for tool use.

Oct 17, 2026·3 min
Moonshot releases open Kimi K2 Thinking: 300 tool calls in a row
LLMMoonshot Kimi Blog

Moonshot releases open Kimi K2 Thinking: 300 tool calls in a row

Moonshot AI's open Kimi K2 Thinking scores 44.9% on HLE with tools, 60.2% on BrowseComp and 71.3% on SWE-Bench Verified, running natively in INT4.

Oct 17, 2026·2 min
Moonshot releases Kimi Vendor Verifier: 6 tests for checking K2.6 providers
BusinessMoonshot Kimi Blog

Moonshot releases Kimi Vendor Verifier: 6 tests for checking K2.6 providers

With Kimi K2.6, Moonshot open-sourced KVV, a set of six checks for open-weight providers. A full run takes about 15 hours on two servers with 8 H20 GPUs each.

Oct 17, 2026·2 min
Moonshot releases Kimi K2.5: a swarm of 100 subagents and 1500 tool calls
LLMMoonshot Kimi Blog

Moonshot releases Kimi K2.5: a swarm of 100 subagents and 1500 tool calls

Moonshot unveils the open multimodal Kimi K2.5: further trained on 15T tokens, with a swarm of up to 100 subagents and up to 4.5x faster execution on complex tasks.

Oct 17, 2026·3 min
Moonshot Releases WorldVQA: 3500 Questions About the World That Trip Up Models
ResearchMoonshot Kimi Blog

Moonshot Releases WorldVQA: 3500 Questions About the World That Trip Up Models

The Kimi team published WorldVQA, a benchmark of 3500 image-question pairs. On rare objects, top multimodal models often fall short of 50% accuracy.

Oct 17, 2026·3 min
Kimi launches Agent Swarm: up to 100 subagents and 1,500 tool calls
BusinessMoonshot Kimi Blog

Kimi launches Agent Swarm: up to 100 subagents and 1,500 tool calls

Moonshot built a swarm mode into Kimi K2.5: the model hires up to 100 subagents on its own, makes more than 1500 tool calls and, the company says, works 4.5x faster.

Oct 17, 2026·3 min
Moonshot open-sources Kimi K2.6: 300 sub-agents and 13 hours of autonomous coding
LLMMoonshot Kimi Blog

Moonshot open-sources Kimi K2.6: 300 sub-agents and 13 hours of autonomous coding

Moonshot open-sourced Kimi K2.6: the model spent 13 hours tuning an exchange engine, sped up Zig inference from 15 to 193 tokens/s, and scales its swarm to 300 agents.

Oct 17, 2026·3 min
Kimi releases PerceptionBench: none of 16 MLLMs reaches 60%
ResearchMoonshot Kimi Blog

Kimi releases PerceptionBench: none of 16 MLLMs reaches 60%

Moonshot released a 3000-question benchmark where the answer is visible to the eye. None of 16 top multimodal models scored 60%, and hallucinations are the weakest spot.

Oct 17, 2026·2 min
Moonshot releases Kimi K3 with 2.8 trillion parameters and a 1M-token context window
BusinessMoonshot Kimi Blog

Moonshot releases Kimi K3 with 2.8 trillion parameters and a 1M-token context window

Moonshot unveils Kimi K3: 2.8 trillion parameters, 16 of 896 experts active per token, a 1M-token context window and $15 per million output tokens.

Oct 17, 2026·3 min