Foundation Models & Agent Frameworks · B2B SaaS Provider
Moonshot AI
Foundation model company behind Kimi consumer and enterprise AI.
Available information varies by company and source.
Profile record updated:
Company facts
- Official name
- Moonshot AI, Inc.
- Entity type
- COMPANY
- Market cluster / sector
- Foundation Models & Agent Frameworks
- Market role
- B2B SaaS Provider
- Official website
- moonshot.ai
What Moonshot AI does
Moonshot AI creates proprietary large language model capabilities and commercialises them through multiple software layers. It uses a multi-product model: a freemium consumer assistant to drive reach and model usage, a developer platform monetised by API consumption, a coding assistant for developer productivity, and an enterprise product sold to organisations that need governance, administration, and commercial support. This structure allows the company to amortise model R&D across consumer, developer, and enterprise demand while deepening adoption of the same underlying model family.
Category differentiation
This company is not a pure e-commerce CRO tool vendor despite conflicting website copy in Core Info. The stronger 2026 product set identifies it as the company behind Kimi, a consumer, developer, and enterprise AI platform.
Strategic context
AI-supported assessment from the existing company research; distinguish interpretation from sourced facts.
Moonshot AI is an AI software company operating a foundation-model-driven product suite centred on Kimi. Its current product set spans a consumer conversational assistant, a developer API platform, a coding assistant, and an enterprise AI offering with governance and billing controls. The business serves consumers, developers, start-ups, and enterprises through web, mobile, desktop, and API delivery. It generates revenue through paid subscription tiers, token-based API consumption, and enterprise software contracts. The company is privately held and heavily capitalised, with significant investor backing in 2026.
Company news briefing
Briefing updated:
Moonshot AI has unveiled Kimi K3.1 Pro, an open-weight model that rivals leading US frontier systems in coding, 3D modelling, and financial analysis. The release narrows the capability gap with proprietary industry leaders while introducing more competitive API pricing structures.
Business model & monetisation
Moonshot AI monetises through a hybrid mix of freemium subscription upsell, usage-based API pricing, and enterprise licensing. Kimi offers free access with paid tiers for higher limits and advanced capabilities. Kimi Open Platform uses token-based billing tied to API consumption. Kimi Business is monetised through enterprise subscriptions, seat or team-level access, and negotiated commercial deployments with governance and billing features. The model combines recurring revenue with variable consumption revenue.
- Developer API access
- Token-based usage billing
- Enterprise AI deployments
- Software subscription and negotiated enterprise contracts
- Consumer premium access
- Freemium subscription
- Coding assistant monetisation
- SaaS platform and bundled paid access
Products & capabilities
No products with linked sources are available in this view.
Unlock Full Intelligence Profile for Moonshot AI
Get unlimited access to corporate ownership, historical M&A transactions, verified tech stack telemetry, and live market signals in the interactive Knowledge Graph.
Verified Ownership & Corporate Hierarchy
Complete corporate hierarchy traversal, shareholder cap table history, and parent holding links sourced from regulatory filings.
360° Tech Stack & Vendor Telemetry
Technical header bidding configurations, sellers.json registry nodes, CMP disclosures, and direct programmatic supply chains.
Live Market Signals & Executive Briefings
Continuous 24/7 monitoring of material M&A deals, executive shifts, product rollouts, and hiring trends across peer entities.
Competitors & alternatives
Track competitor shifts
Receive automated telemetry on strategic moves, acquisitions, and market share shifts across Moonshot AI's competitive landscape.
Foundation model company selling AI assistants and model APIs.
Enterprise AI platform for secure language models and deployments.
Foundation model company selling AI software, APIs and subscriptions.
AI-native code editor for developers and enterprise engineering teams.
Enterprise AI platform for governed agents, workflows and proprietary models.
Side-by-side comparisons
Recent recorded signals
Dates refer to the source publication. Older entries are historical context, not evidence of a new event.
Chinese AI lab Moonshot seeks Nvidia chip access in Europe
Infrastructure · Recorded impact score: 3/5
Chinese AI lab Moonshot AI has sought access to Nvidia's advanced Blackwell chips by renting capacity from neoclouds in Europe, as U.S. export controls restrict the import of such chips into China. Sources told CNBC that deals have been discussed this year for Moonshot to lease GPU clusters, with one source mentioning clusters of 8,000 or more Blackwell GPUs for inference and training. The White House previously accused Moonshot of accessing Nvidia chips remotely via a facility in Thailand. U.S. law currently does not allow regulators to control access to chips via overseas cloud services. Moonshot is considering paying a 30-50% premium upfront for such arrangements. The Remote Access Security Act (RASA), which would extend export controls to cloud access, passed the House but not the Senate. Moonshot, Nvidia, and U.S. and Chinese authorities did not comment.
- Moonshot AI sought to lease Nvidia Blackwell GPU capacity from neoclouds in Europe.
- U.S. export controls restrict import of Nvidia's most advanced chips to China.
Weekly AI Roundup: Claude Duet, Gemini Carbon, Terra, Kimi, Mistral
AI/ML Models · Recorded impact score: 2/5
This weekly roundup covers AI/ML news from October 18-30, 2026. Google announced Gemini 4 Carbon, a frontier model for coding and cybersecurity, with restricted early access via the Fairwind Program and competitive pricing. Anthropic opened research preview of Claude Duet, a proactive assistant built on Claude Opus 5.5, available via waitlist for US Pro and Max subscribers. OpenAI released GPT-6.1 Terra, offering cheaper computer use capabilities at $1 per million input tokens. Moonshot AI launched Kimi K3.1 Pro and Highspeed, featuring a 1M context window. Mistral released improved weights for Mistral Large 4 (Le Chonk), a trillion-parameter open-weight model. The article emphasizes evaluation of these models for practical builder workflows, considering cost, supervision, and deployment options.
- Google announced Gemini 4 Carbon on October 28, 2026, with 88.2% on SEC-bench Pro and 71.0% on CWE-bench.
- Anthropic opened research preview of Claude Duet on October 21, 2026, available via waitlist for US Pro and Max subscribers.
Kimi K3.1 Pro: Open-Weight Model Beats GPT-6, Gemini 4
AI Models · Recorded impact score: 4/5
Chinese AI startup Moonshot AI unveiled Kimi K3.1 Pro, a new open-weight model that rivals leading US models in coding, 3D modeling, and financial analysis. It scored 55 on Artificial Analysis' Intelligence Index, ranking fourth overall and surpassing OpenAI's GPT-6 Astra and Google's Gemini 4 Argon (both 53). With weights to be released by November 4, it would become the strongest open-weight model, narrowing the gap to proprietary leaders from 12 to 3 points, trailing only Anthropic's Claude Opus 5.5 (58), Claude Sonnet 5.5 (56), and Meta's Muse Wonder Full (56). The model excels in agentic tasks, achieving top scores on Terminal-Bench 4.0 (67%, up from 13% for its predecessor) and 73% on AutomationBench-AA. API pricing is about one-third lower than Kimi K3 at $2 per million input tokens, $10 per million output tokens, and $0.20 for cached tokens. Notably, Moonshot removed cyberattack-related training data to reduce offensive capabilities. In other China AI news, a US Homeland Security order requires federal agencies to remove DeepSeek products; Wuxiang Cloud Valley signed a one-year AI token contract with a $200M annual minimum; MiniMax cut API prices by over 50% for M3.1 Flash; and Zhipu's Tmall store sold about 300 token units since September.
- Moonshot AI unveiled Kimi K3.1 Pro, scoring 55 on the Artificial Analysis Intelligence Index, ranking fourth overall and surpassing OpenAI's GPT-6 Astra and Google's Gemini 4 Argon (both 53).
- Kimi K3.1 Pro weights will be released by November 4, making it the strongest open-weight model, narrowing the gap to proprietary leaders from 12 to 3 points.
OpenAI disrupts coordinated AI model distillation campaign
Security · Recorded impact score: 4/5
OpenAI has identified and disrupted a coordinated adversarial distillation campaign targeting its models, with first activity observed in July. Operators manipulated model interactions to extract protected reasoning, violating terms of service, without breaking encryption. The campaign peaked on July 24-25 with 16,000 requests from over 4,000 users, and a related cluster of 15,000 users was fully disrupted by July 28. OpenAI attributes the core cluster to individuals associated with Moonshot AI. The company strengthened protections, banned accounts, and shared findings with the Frontier Model Forum and government channels. Adversarial distillation poses safety and national security risks, potentially enabling training models without safeguards. OpenAI expects these attempts to become more sophisticated and continues to enhance defenses across first-party and partner deployments.
- OpenAI disrupted a coordinated adversarial distillation campaign targeting its models, with first activity observed in July.
- The campaign peaked on July 24-25 with 16,000 requests from over 4,000 users.
Anthropic, OpenAI Release Cheaper AI Models
AI Models · Recorded impact score: 4/5
Anthropic and OpenAI both announced new, more cost-effective AI models on Tuesday, marking their first releases since industry leaders called for a slowdown in advanced AI development. OpenAI introduced GPT-6 Sol and GPT-6 Luna, with API prices cut by 50% per token compared to GPT-5.6. Sol costs $2 per million input tokens and $10 per million output tokens, targeting complex workloads like coding, while Luna costs $0.10 and $0.50 respectively, designed for high-volume tasks such as information extraction. These models complement the flagship GPT-6 Astra. OpenAI attributes the price reduction to improved caching and inference efficiencies. Independent benchmarks show mixed results: Sol improves coding and reduces hallucinations but shows declines in knowledge work. Anthropic launched Claude Opus 5.5, a more token-efficient version costing about 40% less to run than Opus 5, intensifying price competition. The releases respond to customer demand for cheaper models and growing competition from open-weight rivals like Alibaba, Moonshot AI, and DeepSeek, amid heightened safety debates following a former Anthropic researcher's resignation.
- OpenAI introduced GPT-6 Sol and GPT-6 Luna with API prices cut by 50% per token compared to GPT-5.6.
- GPT-6 Sol costs $2 and $10 per million input/output tokens, while Luna costs $0.10 and $0.50.
Explore company relationships
Questions about Moonshot AI
What is Moonshot AI?
Moonshot AI is an AI software company behind the Kimi product suite, including a consumer assistant, model API platform, coding assistant, and enterprise AI offering.
Who uses Moonshot AI?
Moonshot AI is used by consumers, knowledge workers, developers, start-ups, engineering teams, and enterprises that need AI assistance or model access.
How does Moonshot AI make money?
Moonshot AI makes money through premium subscriptions, token-based API billing, and enterprise software contracts for governed organisational deployment.
Sources & coverage
This profile uses public, official and technically observable information. Missing information does not prove that a product or relationship does not exist. The list below does not imply that every profile statement has been verified.
14 publicly documented primary sources and citations linked across the market graph.
Continue your research on Moonshot AI
Open additional company details, personal Watchlists and your Strategic Intelligence Agent in Polaris7. It monitors your market daily and delivers tailored briefings with clear strategic context whenever relevant news occurs.
Daily intelligent monitoring · Verified primary sources.
Unlock full intelligence profile, ownership & live market signals