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Moonshot AI

From Wikipedia, the free encyclopedia
Chinese artificial intelligence company

Beijing Moonshot AI Technology Co., Ltd.
Native name
北京月之暗面科技有限公司
Company typePrivate
IndustryInformation technology
FoundedMarch 2023; 2 years ago (2023-03)
Founders
  • Yang Zhilin
  • Zhou Xinyu
  • Wu Yuxin
HeadquartersBeijing, China
Key people
  • Yang Zhilin (CEO)
Products
  • Kimi (chatbot)
  • Kimi Researcher
  • Kimi Agent
  • Kimi Code
  • Kimi Audio
  • Kimina Prover
Number of employees
200 (2024)
Websitemoonshot.ai

Moonshot AI (Moonshot;Chinese:月之暗面;pinyin:Yuè Zhī Ànmiàn;lit. 'Dark Side of the Moon') is anartificial intelligence (AI) company based in Beijing, China. It has been dubbed one of China's "AI Tiger" companies by investors[1] with its focus on developing large language models.

Background

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Moonshot was founded in March 2023 by Yang Zhilin, Zhou Xinyu and Wu Yuxin who were schoolmates atTsinghua University. It was launched on the 50th anniversary ofPink Floyd'sThe Dark Side of the Moon which was Yang's favorite album and the inspiration for the company's name.[2][3]

Yang has stated his goal for founding Moonshot AI is to buildfoundation models to achieveAGI.[4] Yang's three milestones are long context length, multimodal world model, and a scalable general architecture capable of continuous self-improvement without human input.[4]

In October 2023, the company released the first version of its chatbot, Kimi, which was capable of processing up to 200,000 Chinese characters per conversation.[5]

In June 2024, it was reported that Moonshot was planning to enter the US market. An insider revealed Moonshot was developing products for the US market, including an AI role-playing chat application called Ohai as well as a music video generator called Noisee. In response, Moonshot stated it had no plans to develop and release overseas products.[6]

In January 2026, Moonshot released Kimi K2.5, a multimodal upgrade to Kimi K2 that added native vision capabilities through a 400-million-parameter vision encoder called MoonViT. The model can process both images and video, enabling agentic tasks such as replicating website user journeys from video demonstrations alone.[7] The K2 model was released just 3 months prior.[8]

Funding and investments

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Moonshot was valued at $300 million when it received its initial funding of $60 million and had 40 employees.[3][9]

In February 2024,Alibaba Group led a $1 billion funding round for Moonshot, which gave it a valuation of $2.5 billion.[9]

In August 2024,Tencent andGaorong Capital joined as investors in a $300 million funding round that valued Moonshot at $3.3 billion.[10]

In October 2025, Moonshot was reportedly nearing the completion of a new funding round of approximately $600 million, led by IDG Capital with participation from existing investors including Tencent, valuing the company at $3.8 billion pre-money.[11][12]

Products and research

[edit]

Kimi

[edit]
Main article:Kimi (chatbot)

In October 2023, Moonshot launched its first AIchatbot, Kimi, whose name comes from Yang's English nickname. It had emerged as the closest rival toBaidu'sErnie Bot.[2][13]

In March 2024, Moonshot claimed Kimi could handle 2 million Chinese characters in a single prompt which was a significant upgrade from the previous version that could only handle 200,000. Due to the increased number of users, on 21 March, Kimi suffered an outage for two days and Moonshot had to issue an apology.[13][14]

As of August 2024, Kimi ranked third in active monthly users according to aicpb.com.[15]

On 20 January 2025, Kimi K1.5 was released. Moonshot claimed it matched the performance ofOpenAI o1 in mathematics, coding, and multimodal reasoning capabilities.[16]

In June 2025, Kimi dropped in popularity to seventh place in active monthly users.[15]

In July 2025, the company released the weights for Kimi K2, a large language model with 1 trillion totalparameters.[17] The model uses amixture-of-experts (MoE) architecture, where 32 billion parameters are active during inference. K2 was trained on 15.5 trillion tokens of data and is released under a modified MIT license.[18][19] Kimi K2 is an open source LLM, meaning that it can be downloaded and built upon by users.[20] The day after its release, Kimi K2 had the most downloads on the platform, an increase in popularity from previous months.[20] Moonshot claims that the model excels in coding tasks, having passed tests like LiveCodeBench.[20] In certain instances, the model performed on-par with or better than its Western counterparts.[20] It has also been praised for its writing skills.[20] On 9 September 2025, Moonshot AI released an updated version of K2, Kimi-K2-Instruct-0905, which further increased its performance in agentic coding tasks and doubled its context window from 128K tokens to 256K tokens.[21][22]

The release of Kimi K2 follows a trend amongst Chinese companies to make their AI models open sourced likely trying to counter US’s efforts to limit China's tech growth.[15]

In November 2025, Moonshot released Kimi K2 Thinking, an open-source update to Kimi K2 designed for advanced reasoning and agentic tasks. The model, trained for approximately $4.6 million, features a 1-trillion-parameter MoE architecture with 32 billion active parameters and supports up to 256,000-token contexts. It can execute 200-300 sequential tool calls autonomously and uses native INT4 quantization for efficiency. Benchmarks showed it outperforming GPT-5 and Claude Sonnet 4.5 on tests including Humanity's Last Exam (44.9%), BrowseComp (60.2%), and SWE-Bench Verified (71.3%). It is released under a modified MIT license requiring attribution for products exceeding 100 million monthly users or $20 million in monthly revenue.[23][24][25]

In China, Kimi has six tiers of plans ranging from 5.2 yuan for four days to 399 yuan for a year of priority use.[26]

Mooncake serving platform

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Mooncake is the platform that serves Moonshot's Kimi chatbot and processes 100 billion tokens daily.[27] Moonshot was awarded the Erik Riedel Best Paper Award at the USENIX FAST conference for the paper detailing the architecture of Mooncake.[27]

Scaling Muon optimizer

[edit]

In the Moonshot and UCLA joint paper "Muon is Scalable for LLM Training", the researchers claim to have successfully scaled the Muon optimizer, which was previously known to have strong results in training small language models, to train a 16 billion parameter mixture of experts (MoE) large language model with 3 billion active parameters.[28] The researchers indicate that Muon improves computational efficiency by a factor of 2 compared to the standard optimizer, AdamW, in training large models.[28] The researchers have open sourced their Muon optimizer implementation and the pretrained and instruction-tuned checkpoints.[4]

Scaling reinforcement learning with LLMs

[edit]

In their technical report on the Kimi K1.5 model, Moonshot researchers outline their reinforcement learning methods, which they claim enabled the model to achieve state-of-the-art reasoning capabilities on par with OpenAI's o1 model.[29] The researchers note that long context scaling and improved policy optimization methods were key, without relying on complex techniques like Monte Carlo tree search, value functions, and process reward models.[29]

See also

[edit]

References

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  1. ^"Meet the 'Six Tigers' that dominate China's AI industry".Quartz. 10 March 2025. Retrieved13 September 2025.
  2. ^abLunden, Ingrid (21 February 2024)."China's Moonshot AI zooms to $2.5B valuation, raising $1B for an LLM focused on long context".TechCrunch.Archived from the original on 25 July 2024. Retrieved10 September 2024.
  3. ^abJiang, Ben (7 August 2024)."Moonshot AI founder builds business in the mould of ByteDance, OpenAI".South China Morning Post.Archived from the original on 8 August 2024. Retrieved10 September 2024.
  4. ^abc张, 小珺 (1 March 2024).月之暗面杨植麟复盘大模型创业这一年:向延绵而未知的雪山前进_腾讯新闻.QQ News (in Chinese (China)). Retrieved10 April 2025.
  5. ^Lunden, Ingrid (21 February 2024)."China's Moonshot AI zooms to $2.5B valuation, raising $1B for an LLM focused on long context".TechCrunch.Archived from the original on 25 July 2024. Retrieved10 September 2024.
  6. ^Kimi也要出海?月之暗面:目前没有开发和发布海外产品计划_10%公司_澎湃新闻-The Paper.The Paper. 23 June 2024. Retrieved10 September 2024.
  7. ^"Kimi K2.5".Hugging Face. Retrieved30 January 2026.
  8. ^Cheng, Evelyn (28 January 2026)."One year after DeepSeek, Chinese AI firms from Alibaba to Moonshot race to release new models".CNBC. Retrieved13 February 2026.
  9. ^abZhang, Jane (27 February 2024)."Alibaba Leads Record Deal to Mint $2.5 Billion China AI Firm".Bloomberg.com.Archived from the original on 18 March 2024. Retrieved10 September 2024.
  10. ^Huang, Zheping (5 August 2024)."Tencent Joins $300 Million Financing for China's AI Unicorn".Bloomberg.com. Retrieved10 September 2024.
  11. ^Wang, Ying (29 October 2025)."Kimi Nears $600 Million Funding Round, IDG Reportedly to Join".Pandaily. Retrieved10 November 2025.
  12. ^"China's Moonshot AI reportedly raising several hundred million dollars in new funding round".TechNode. 24 October 2025. Retrieved10 November 2025.
  13. ^abOlcott, Eleanor (3 May 2024)."Four start-ups lead China's race to match OpenAI's ChatGPT".www.ft.com.Archived from the original on 8 September 2024. Retrieved10 September 2024.
  14. ^Le, Kelly (20 May 2024)."Moonshot AI's Kimi Chatbot offers paid service in bid to profit from mass users".South China Morning Post.Archived from the original on 26 June 2024. Retrieved10 September 2024.
  15. ^abcMo, Liam; Goh, Brenda."China's Moonshot AI releases open-source model to reclaim market position".Reuters. Retrieved13 November 2025.{{cite web}}: CS1 maint: url-status (link)
  16. ^Zheng, Xutong (22 January 2025)."Chinese AI Firms Debut New LLMs to Rival OpenAI's Powerful O1 in Math and Coding".Yicai Global. Retrieved26 January 2025.
  17. ^Cheng, Evelyn (14 July 2025)."Alibaba-backed Moonshot releases new Kimi AI model that beats ChatGPT, Claude in coding — and it costs less".CNBC.
  18. ^"Kimi K2: Open Agentic Intelligence".moonshotai.github.io. Retrieved14 July 2025.
  19. ^"LICENSE · moonshotai/Kimi-K2-Instruct at main".huggingface.co. 11 July 2025. Retrieved14 July 2025.
  20. ^abcdeGibney, Elizabeth (16 July 2025)."'Another DeepSeek moment': Chinese AI model Kimi K2 stirs excitement".Nature.643 (8073):889–890.doi:10.1038/d41586-025-02275-6.ISSN 1476-4687.
  21. ^"moonshotai/Kimi-K2-Instruct-0905 · Hugging Face".huggingface.co. 5 September 2025. Retrieved9 September 2025.
  22. ^"Moonshot AI's updated Kimi model offers expanded context window, improved coding".South China Morning Post. 4 September 2025. Retrieved9 September 2025.
  23. ^"Alibaba-backed Moonshot releases new AI model Kimi K2 Thinking".CNBC. 6 November 2025. Retrieved10 November 2025.
  24. ^Jiang, Ben (8 November 2025)."China's Moonshot AI launches new model lauded as No 1 among open-source systems".South China Morning Post. Retrieved10 November 2025.
  25. ^Franzen, Carl (6 November 2025)."Moonshot's Kimi K2 Thinking emerges as leading open source AI outperforming".VentureBeat. Retrieved10 November 2025.
  26. ^"Moonshot AI's Kimi Chatbot offers paid service in bid to profit from mass users".South China Morning Post. 20 May 2024. Retrieved10 April 2025.
  27. ^ab"Chinese team wins award for AI booster that may help counter US chip ban".South China Morning Post. 14 March 2025. Retrieved10 April 2025.
  28. ^abLiu, Jingyuan; Su, Jianlin; Yao, Xingcheng; Jiang, Zhejun; Lai, Guokun; Du, Yulun; Qin, Yidao; Xu, Weixin; Lu, Enzhe; Yan, Junjie; Chen, Yanru; Zheng, Huabin; Liu, Yibo; Liu, Shaowei; Yin, Bohong; He, Weiran; Zhu, Han; Wang, Yuzhi; Wang, Jianzhou; Dong, Mengnan; Zhang, Zheng; Kang, Yongsheng; Zhang, Hao; Xu, Xinran; Zhang, Yutao; Wu, Yuxin; Zhou, Xinyu; Yang, Zhilin (2025). "Muon is Scalable for LLM Training".arXiv:2502.16982 [cs.LG].
  29. ^abTeam, Kimi; et al. (2025). "Kimi k1.5: Scaling Reinforcement Learning with LLMS".arXiv:2501.12599 [cs.AI].

External links

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