Kimi Large Model: Top 10 Fastest-Growing and Most Profitable Enterprises

07/20 2026 534

The Kimi industrial chain is structured into three distinct tiers. The upstream tier encompasses computing hardware and data infrastructure, including AI chips, AI servers, IDC intelligent computing data centers, high-speed optical modules, and liquid cooling systems, which collectively form the computational foundation. This is complemented by data annotation and content compliance reviews, which supply the raw materials necessary for model training. Meanwhile, cloud providers offer computing power leasing services to support these operations.

The midstream tier is dedicated to model tools and technical services. The central entity here is Yuezhi Anmian, which is responsible for the research, development, and continuous iteration of the Kimi Large Model. Supporting services include vector databases, model fine-tuning platforms, AI security solutions, and privatized deployment service providers. These services enable the Kimi Large Model to achieve million-word ultra-long context capabilities and facilitate local implementation for government and enterprise clients.

The downstream tier comprises the application ecosystem and equity cooperation. On one hand, office, cultural and creative, and gaming companies integrate the Kimi API to facilitate content generation and transform industry knowledge bases. Digital service providers, in turn, undertake customized AI development for enterprises. On the other hand, companies indirectly invest in Yuezhi Anmian through direct investments or funds, thereby completing the commercialization closed loop. This loop encompasses paid C-end services, developer open-source calls, and government and enterprise industry solutions.

Following the open-sourcing of Kimi K3, the entire industrial chain has experienced accelerated capacity expansion, fostering a thriving tool ecosystem and penetrating AI scenarios across multiple industries.

Growth Capability and Profitability of Enterprises in the Kimi Large Model Industrial Chain

Enterprise growth capability refers to the ability to sustain increases in asset scale and market share. Profitability, on the other hand, involves a comprehensive analysis of a company's profit margins.

Based on business relevance, this article selects 20 enterprises from the Kimi Large Model industrial chain as research samples.

Growth capability is evaluated using metrics such as compound revenue growth, compound growth of net profit excluding non-recurring items, and compound growth of operating net cash flow. Profitability is assessed using metrics like return on equity, gross profit margin, and net profit margin.

10. Zhangyue Technology

Industry Segment: Text Media

Growth Capability: Achieved a compound revenue growth of 25.53%, along with compound growth in net profit excluding non-recurring items and operating net cash flow.

Profitability: Recorded a return on equity of -7.15%, a gross profit margin of 69.10%, and a net profit margin of -5.24%.

Company Highlights: Zhangyue Technology integrates the Kimi Large Model API to enhance reading AI functions, while also providing extensive literary corpora for Kimi model training. This creates a closed loop of content and technology synergy.

9. Insight Group

Industry Segment: Marketing Agency

Growth Capability: Experienced a compound revenue growth of -3.66%, with compound growth in net profit excluding non-recurring items and an impressive compound growth in operating net cash flow of 252.03%.

Profitability: Achieved a return on equity of -15.60%, a gross profit margin of 37.35%, and a net profit margin of -10.90%.

Company Highlights: Insight Group's self-developed marketing vertical large model, InsightGPT, leverages the Kimi closed-source large model via API, utilizing its long-text capabilities to empower marketing planning and content generation.

8. Yakang

Industry Segment: IT Services

Growth Capability: Recorded a compound revenue growth of -2.68%, with compound growth in net profit excluding non-recurring items and a compound growth in operating net cash flow of -45.25%.

Profitability: Achieved a return on equity of -14.17%, a gross profit margin of 12.81%, and a net profit margin of -10.69%.

Company Highlights: Yakang indirectly supports the Kimi Large Model by providing computing infrastructure and operational services to Volcano Engine. It also offers AI server and computing cluster deployment and operational services.

7. Chaoxun Technology

Industry Segment: IT Services

Growth Capability: Achieved a remarkable compound revenue growth of 38.74%, with compound growth in net profit excluding non-recurring items of 24.62% and an outstanding compound growth in operating net cash flow of 296.73%.

Profitability: Recorded a return on equity of -15.86%, a gross profit margin of 9.39%, and a net profit margin of -1.66%.

Company Highlights: Chaoxun Technology's Lingxi Miaobi AI integrates the Kimi Chat interface through Volcano Ark, incorporating Kimi's long-text capabilities for copywriting creation.

6. Huace Film & Television

Industry Segment: Film and Animation Production

Growth Capability: Achieved a compound revenue growth of 45.87%, with compound growth in net profit excluding non-recurring items of -87.64% and a compound growth in operating net cash flow of 208.41%.

Profitability: Recorded a return on equity of 2.65%, a gross profit margin of 23.40%, and a net profit margin of 8.40%.

Company Highlights: Huace Film & Television opens its extensive film and television copyright library to Kimi for model training and embeds Kimi into its internal system to enhance scriptwriting, overseas dubbing, and overall film and television production efficiency while reducing costs.

5. Hand Enterprise Solutions

Industry Segment: IT Services

Growth Capability: Achieved a compound revenue growth of 5.57%, with compound growth in net profit excluding non-recurring items of 38.94% and a compound growth in operating net cash flow of 44.44%.

Profitability: Recorded a return on equity of 4.21%, a gross profit margin of 35.67%, and a net profit margin of 7.11%.

Company Highlights: Hand Enterprise Solutions incorporates Kimi into its Dasheng AI platform for large model adaptation, completing interface testing and exploring enterprise business implementation. It provides government and enterprise privatized deployment and industry digitalization AI services based on Kimi.

4. Wondershare

Industry Segment: Horizontal General Software

Growth Capability: Achieved a compound revenue growth of 6.46%, with compound growth in net profit excluding non-recurring items and a compound growth in operating net cash flow of -35.74%.

Profitability: Recorded a return on equity of -8.46%, a gross profit margin of 90.77%, and a net profit margin of -6.05%.

Company Highlights: Wondershare calls the Kimi Large Model API, with its Wondershare Filmora and PDF tools implementing AI copywriting and document parsing functions. It is also developing its own Tianmu Large Model in parallel.

3. Yeahmobi

Industry Segment: Marketing Agency

Growth Capability: Achieved a compound revenue growth of 50.39%, with compound growth in net profit excluding non-recurring items of -63.97% and a compound growth in operating net cash flow of -65.87%.

Profitability: Recorded a return on equity of 4.34%, a gross profit margin of 14.33%, and a net profit margin of 4.05%.

Company Highlights: Yeahmobi integrates the Kimi Large Model to empower cross-border AI marketing and provides global marketing services for Kimi's international expansion, maintaining ongoing business cooperation.

2. Jiuan Medical

Industry Segment: Medical Equipment

Growth Capability: Recorded a compound revenue growth of -47.32%, with compound growth in net profit excluding non-recurring items of 36.39% and compound growth in operating net cash flow.

Profitability: Achieved a return on equity of 10.75%, a gross profit margin of 63.83%, and a net profit margin of 166.19%.

Company Highlights: Jiuan Medical has made multiple strategic investments in Kimi's parent company, Yuezhi Anmian, through its own entities and affiliated funds. It plans to leverage Kimi's long-text large model technology to empower its core medical businesses, such as chronic disease management and medical record analysis.

1. Runze Technology

Industry Segment: Communication Application Value-Added Services

Growth Capability: Achieved a compound revenue growth of 29.99%, with compound growth in net profit excluding non-recurring items of 6.87% and a compound growth in operating net cash flow of 57.17%.

Profitability: Recorded a return on equity of 41.80%, a gross profit margin of 46.04%, and a net profit margin of 88.99%.

Company Highlights: As a Volcano Engine IDC supplier, Runze Technology indirectly supports Kimi's model training and inference by supplying intelligent computing cabinets and computing infrastructure to Volcano Engine.

*The information presented in this article is sourced from publicly available data and is intended solely for industry discussion reference. It does not constitute any investment advice. Investment decisions should be based on independent thinking and thorough research.

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