发展趋势 机构：中金公司 研究员：张雪晴/白洋/余歆瑶/肖俨衍 4Q25 业绩符合我们预期 公司4Q25 收入同增12%至396 亿元，Non-IFRS 净利润54.6 亿元，电商GMV 同增13%至5,218 亿元，符 合我们及市场预期。 AI 战略深化，可灵26 年收入目标翻倍增长，大模型赋能主业增效。可灵商业化进程显著加速，4Q25 收入3.4 亿元，月收入在25年12 月超2,000 万美元（ARR2.4 亿美元）。公司于业绩会表示有信心在26 年实现可灵超过100%收入增速。产品侧，公司近两个季度陆续发布O1、2.6 模型及3.0 系列，巩固其全 球AI 视频生成领域的领先地位。AI 对主业赋能力度持续加强：1）广告方面，端到端生成式推荐大模 型OneRec 与智能出价模型驱动国内广告收入增长约5%，AIGC 广告素材消耗金额达40 亿元。2）电商 方面，生成式检索架构OneSearch 在商城场景驱动搜索订单量提升近3%，OneRec 技术从泛货架延伸至 直播、短视频场景，推动全域GMV 增长。公司表示将加大AI 算力基础设施投入（2026 年Capex规划 260 亿元，同增约110 亿元），同 ...

机构：中信建投证券 研究员：于伯韬 核心观点 2 月4 日，可灵更新3.0 版本，视频生成能力近翻倍，核心升级包括15s 超长生成、分镜能力、语言能 力、升级版的视频3.0 Omni，在生成时长、多模态输入、细节控制等核心指标上全面突破。 目前看快手AI 战略已进入正轨，并开始显现"飞轮效应"。可灵模型&产品力居全球第一梯队，商业化快 速起量，两年时间内已完成从"技术验证"到"商业模式跑通"的关键跨越，作为第二增长曲线弹性较大。 除可灵贡献新增长曲线外，AI 全链路赋能快手原有业务形态，提升效率。快手构建了一个以 OneRec （智能推荐）、OneSearch（生成式搜索）和 G4RL（生成式强化学习出价）为代表的AI 应用模型层， 可灵商业化快速起量，两年时间内已完成从"技术验证"到"商业模式跑通"的关键跨越。2025 年全年收 入预计约为1.4 亿美元，2025 年12 月单月收入超过2000 万美元（对应ARR 达2.4 亿美元）。运营侧， 截止25 年底，可灵AI 已在全球拥有6000 万创作者，累计生成超6 亿个视频，累计合作超3 万家企业用 户，2026 年1 月MAU 已超过1200 万。收入结 ...

Core Insights - The article emphasizes that AI video generation is opening a second growth curve for content platforms, leading to a new balance between efficiency and commercialization [1] - Companies like Xinyi Sheng, Zhongji Xuchuang, and Tianfu Communication are highlighted as examples of this logic in the AI computing infrastructure sector, representing long-term value that has not yet been fully priced in [1][2] - Kuaishou is positioned similarly to these companies, with its AI video generation capabilities enhancing production efficiency and commercial value [2][3] Group 1: Investment Logic - The second growth curve for companies is clear, but the realization of this potential is slow, allowing for long-term investment opportunities [2] - The position in the industry chain determines the bargaining power, with these companies embedded in global AI infrastructure and serving high-certainty top clients [2] - The focus is on cost reduction and efficiency improvement rather than mere expansion, aligning with the characteristics of the "Yizhongtian" companies [2] Group 2: Kuaishou's Position - Kuaishou's AI video generation is not just about content supply explosion but represents a systematic leap in production efficiency [3] - Unlike platforms that prioritize algorithm efficiency and traffic scale, Kuaishou seeks a balance between reducing creator costs, enhancing commercial conversion efficiency, and stabilizing cash flow [3] - Kuaishou is still in a phase where its second growth curve is recognized but not fully priced in, with the impact of AI on content supply efficiency and conversion rates gradually emerging [3] Group 3: Organizational Strategy - Kuaishou maintains a relatively restrained approach in its organizational and strategic direction, embedding AI capabilities into existing business systems rather than undergoing aggressive restructuring [4] - This approach allows Kuaishou to avoid resource dispersion and strategic instability, providing higher certainty for the continuous iteration and commercialization of AI [5] Group 4: Community and Content - Kuaishou's core strength lies in its content community, which has established a differentiated advantage in lower-tier markets and high-interaction content areas [10] - The platform's community attributes enhance conversion efficiency and reduce user churn, making it a critical support during industry competition [10] Group 5: AI Video Generation - The AI video generation model "Keling" is a significant strategic breakthrough for Kuaishou, with its latest version achieving global leadership in key performance indicators [14] - The model has shown strong commercial potential, with a notable increase in user willingness to pay and a clear revenue growth trajectory [15] - Keling's content has gained popularity in international markets, demonstrating its cross-cultural dissemination capabilities [15] Group 6: Advertising and E-commerce - AI is becoming a core tool for Kuaishou to enhance monetization efficiency in its advertising business, with significant contributions from the OneRec system [18] - Kuaishou's live streaming and e-commerce businesses are operating steadily, with the potential for continued growth in GMV and improved monetization rates [20][21] Group 7: Financial Outlook - Kuaishou's projected net profits for 2025 and 2026 are 20.6 billion and 23.8 billion RMB, respectively, reflecting year-on-year growth of 16% and 15% [22] - The valuation remains reasonable, with a combination of stable profitability and technological growth offering a favorable risk-return profile for long-term investors [23] Conclusion - Kuaishou's core asset value lies in the combination of content and AI, positioning it as a capable content platform in the AI video generation era [26] - The company is focused on reducing content production costs and enhancing commercial conversion efficiency, establishing itself as a foundational infrastructure for content [27] - In an era of uncertainty, the synergy between its fundamental strengths and technological advancements represents a rare value for core assets [28]

Core Viewpoint - The article emphasizes that AI video generation is opening a second growth curve for content platforms, leading to a new balance between efficiency and commercialization as the industry transitions from reliance on traffic expansion and subsidies to sustainable cash flow and cost reduction in content production [5][11]. Group 1: Investment Logic - The three companies referred to as "Yi Zhong Tian" (Xin Yi Sheng, Zhong Ji Xu Chuang, Tian Fu Tong Xin) exemplify the logic of AI infrastructure, being essential yet often overlooked components of AI data centers [5]. - These companies share characteristics such as a clear second growth curve, slow realization of value, and a focus on cost reduction and efficiency rather than mere expansion [6][10]. - Their positions in the supply chain enhance their bargaining power, as they cater to more stable, high-demand clients rather than end consumers [8]. Group 2: Kuaishou's Position - Kuaishou is positioned similarly to the "Yi Zhong Tian" companies, with AI video generation enhancing production efficiency rather than merely increasing content supply [11]. - Kuaishou aims to balance creator costs, commercialization efficiency, and stable cash flow, aligning with the logic of the aforementioned companies [11]. - The current valuation of Kuaishou indicates that its second growth curve is recognized but not fully priced in, with the impact of AI on content efficiency and monetization still unfolding [11]. Group 3: Business Analysis - Kuaishou's core functions are evolving, with a focus on commercial acceleration and global market potential, as evidenced by the success of its AI features in various international markets [13][27]. - The introduction of the "Keling" AI video generation model has led to significant revenue growth, with daily revenue reaching 2.5 times the average from mid-December [30]. - The platform's community-driven nature enhances user retention and conversion rates, making it resilient in competitive environments [22]. Group 4: Advertising and E-commerce - AI is becoming a crucial tool for Kuaishou to enhance advertising efficiency, with the OneRec system contributing positively to ad revenue [37]. - The e-commerce segment is expected to maintain growth above industry averages, supported by optimized commission structures and product offerings [41]. - These established business segments provide a stable cash flow foundation for AI investments and new product development [42]. Group 5: Long-term Outlook - Kuaishou's projected net profits for 2025 and 2026 are estimated at 20.6 billion and 23.8 billion RMB, respectively, reflecting a growth of 16% and 15% year-on-year [44]. - The combination of stable earnings and technological advancements presents a favorable risk-return profile for long-term investors [45]. - Kuaishou is evolving into a content infrastructure provider that reduces production costs and enhances commercialization efficiency in the AI era [48].

Core Viewpoint - Kuaishou-W is expected to report a revenue of RMB 38.29 billion to RMB 40.47 billion for Q4 2026, representing a year-on-year growth of 8.2% to 14.4% [1][8] - The net profit is projected to be between RMB 3.89 billion and RMB 4.91 billion, with a year-on-year change of -2.2% to 23.4% [1][8] - Adjusted net profit is forecasted to be between RMB 5.02 billion and RMB 5.73 billion, indicating a growth of 6.7% to 21.8% year-on-year [1][8] Revenue and Profit Forecast - Revenue forecast range: RMB 38.29 billion to RMB 40.47 billion, with a year-on-year growth of 8.2% to 14.4% [1][10] - Net profit forecast range: RMB 3.89 billion to RMB 4.91 billion, with a year-on-year change of -2.2% to 23.4% [1][10] - Adjusted net profit forecast range: RMB 5.02 billion to RMB 5.73 billion, with a year-on-year growth of 6.7% to 21.8% [1][10] Analyst Predictions - Average revenue forecast: RMB 39.08 billion, with a year-on-year growth of 10.4% [10] - Median revenue forecast: RMB 38.90 billion, with a year-on-year growth of 9.9% [10] - Various institutions have provided differing forecasts, with some predicting revenue as high as RMB 40.47 billion [10][11] Business Performance Insights - Kuaishou has made significant advancements in AI technology, particularly with the launch of the Keling AI video O1 series model and the Keye-VL-671B-A37B large language model [5][13] - The average daily active users (DAU) reached 416 million, and the monthly active users (MAU) reached 731 million, with an average daily usage time of 134.1 minutes [6][13] - Core commercial revenue grew by 19.2%, with e-commerce GMV increasing by 15.2% [6][14]

Core Viewpoint - Kuaishou-W (01024) maintains a "buy" rating due to significant updates in its Keling AI, which are expected to enhance video generation efficiency and drive user and revenue growth [1] Group 1: Keling AI Updates - Keling AI has launched several updates in December, including the world's first full-modal video model Keling O1 and the first audio-visual model Keling 2.6, which are anticipated to increase user numbers and payment rates [1] - The Keling O1 model supports full-modal editing, improving workflow efficiency, while Keling 2.6's audio-visual capabilities are expected to integrate well with gaming, advertising, short dramas, and live streaming [1] - Keling AI's website traffic has significantly increased, surpassing competitors like Minimax, Runway, and Midjourney by the end of December 2025 [1] Group 2: Pricing Advantage - Keling 2.6 offers a clear pricing advantage over Google Veo 3.1 and Sora 2, with video generation costs for premium memberships ranging from 0.44 to 0.88 yuan per second [2] - In comparison, Google Veo 3.1's standard version is priced at $0.4 per second, while Sora 2-pro is priced at $0.3 per second, making Keling 2.6 competitively priced [2] - Keling AI's revenue exceeded 300 million yuan in Q3 2025, with an annual revenue forecast of $140 million [2] Group 3: Impact on Core Business - The One series of generative models has positively impacted Kuaishou's marketing and e-commerce sectors, with the OneRec model boosting domestic marketing revenue by approximately 4%-5% in Q3 2025 [3] - The introduction of the OneSearch architecture has improved product matching and user experience, leading to a 5% increase in search order volume in the e-commerce segment [3] Group 4: Outlook for 2026 - The company is expected to maintain steady growth in its core business through 2026, despite previous network attacks that have been addressed without significant impact on other operations [4] - The company’s live streaming revenue has been stabilized through strict ecosystem governance, and the growth in core advertising and e-commerce businesses is expected to mitigate the lower-margin impact of live streaming [4]

Investment Rating - The report maintains a "Buy" rating for the company, indicating a positive outlook for its stock performance in the next six months [3][6][18]. Core Insights - The company is expected to see user growth and increased payment rates due to the recent updates in its AI models, particularly the launch of the One series and the Keling 2.6 version, which enhances user engagement and monetization opportunities [2][6][7]. - The financial forecasts have been adjusted, with revenue projections for 2025-2027 slightly lowered, but the adjusted net profit estimates remain stable, reflecting confidence in the company's core business despite macroeconomic pressures [5][6][18]. Financial Data and Profit Forecast - Revenue projections for the years 2023 to 2027 are as follows: - 2023: 113.47 billion RMB - 2024: 126.90 billion RMB - 2025: 142.19 billion RMB - 2026: 155.15 billion RMB - 2027: 169.33 billion RMB - The adjusted net profit estimates are: - 2023: 10.27 billion RMB - 2024: 17.72 billion RMB - 2025: 20.23 billion RMB - 2026: 22.28 billion RMB - 2027: 25.47 billion RMB - The company’s earnings per share (EPS) are projected to grow from 2.38 RMB in 2023 to 5.96 RMB in 2027, with a return on equity (ROE) forecasted to remain strong at around 21% to 29% over the same period [5][18]. Product Development and Market Position - The Keling AI has launched several significant updates, including the Keling O1 model, which supports multi-modal video generation, and the Keling 2.6 version, which features audio-visual synchronization, enhancing user experience and engagement [6][7][12]. - The pricing strategy for Keling's services shows a competitive advantage over rivals like Google Veo3.1 and Sora2, with lower per-second video generation costs, which is expected to attract more users and increase revenue [9][10]. Marketing and E-commerce Impact - The One series models have positively impacted the company's marketing and e-commerce sectors, with the OneRec model improving domestic marketing revenue by approximately 4%-5% and the OneSearch model enhancing product matching and user experience, leading to a 5% increase in search order volume [12][17].

Core Viewpoint - Kuaishou Technology is rapidly realizing its commercial potential in the generative AI sector, driven by its AI video generation model, Kling, and the technological empowerment of its core advertising business [3][7]. Group 1: Financial Performance - Kuaishou's stock surged over 13% during trading, closing up 11%, reflecting strong market sentiment [4]. - The company reported a trading volume of 135 million shares and a market capitalization of 317.9 billion [5]. Group 2: AI Business Growth - The Kling model's daily revenue reached 2.5 times the average level from mid-December 2025, driven by the "Motion Control" feature's popularity in overseas markets [7][9]. - Kuaishou's revenue from the Kling model is projected to exceed $140 million in 2025, with continued growth expected in 2026 due to version iterations and expansion into B-end users [9][16]. Group 3: Advertising Business Enhancement - AI technologies like OneRec and GFRL have significantly improved Kuaishou's advertising efficiency, increasing user engagement by 1-2% and ad revenue by 4-5% [8][14]. - The application of AI has optimized ad loading rates and enhanced eCPM, contributing to steady growth in user engagement and advertising revenue [8][14]. Group 4: Future Outlook and Valuation - Market optimism regarding Kuaishou's profit prospects is supported by projected profits of 20.6 billion RMB and 23.8 billion RMB for 2025 and 2026, respectively, with year-on-year growth rates of 16% and 15% [16]. - The investment logic will focus on the ongoing empowerment of Kuaishou's advertising business by AI technology and the high-frequency data performance of the Kling business [16].

Investment Rating - The investment rating for Kuaishou-W (01024) is maintained as "Buy" [2] Core Insights - Kuaishou's AI model, Keling, has seen significant updates, including the launch of the world's first unified multimodal video model, Keling O1, and the audio-visual synchronization model, Keling 2.6, which are expected to drive user growth and payment rates [7][8] - The One series of end-to-end generative models continues to boost the core business, with improvements in marketing and e-commerce driving revenue growth [19] - The company has adjusted its revenue and profit forecasts for 2025-2027, maintaining a "Buy" rating despite macroeconomic pressures [7] Financial Data and Earnings Forecast - Revenue projections for Kuaishou are as follows: - 2023A: 113,470 million RMB - 2024A: 126,898 million RMB - 2025E: 142,185 million RMB - 2026E: 155,153 million RMB - 2027E: 169,326 million RMB - Adjusted net profit forecasts are: - 2023A: 10,271 million RMB - 2024A: 17,716 million RMB - 2025E: 20,228 million RMB - 2026E: 22,284 million RMB - 2027E: 25,470 million RMB - The projected earnings per share (EPS) are: - 2023A: 2.38 RMB - 2024A: 4.12 RMB - 2025E: 4.74 RMB - 2026E: 5.22 RMB - 2027E: 5.96 RMB - The return on equity (ROE) is expected to be 21% in 2027 [6][21] User Growth and Product Development - Keling AI's website traffic has significantly increased, surpassing competitors like Minimax and Midjourney by the end of December 2025 [7] - The Keling 2.6 model offers a pricing advantage over competitors such as Google Veo3.1 and Sora2, with video generation costs being lower [10] - The OneRec model has improved marketing revenue by approximately 4%-5% and enhanced e-commerce order volume by 5% through better product matching [19][13]

Core Viewpoint - Kuaishou's potential for AI commercialization is accelerating, driven by the overseas success of its AI video generation model "Kling," leading to a significant stock price increase of over 12% [2]. Group 1: Revenue Growth and Market Expansion - The "Kling" model's daily revenue surged to 2.5 times the average level from mid-December 2025, benefiting from the widespread adoption of the "Motion Control" feature in overseas social media and promotional activities [4][8]. - Institutions project that "Kling" will generate over $140 million in revenue by 2025, with continued growth expected in 2026 due to ongoing version iterations and expansion into B-end users [8][12]. Group 2: Technological Advancements - The release of version 2.6 of the "Kling" model on December 3, 2025, introduced the "audio-visual synchronization" feature, allowing for the generation of 10-second videos that include natural language, sound effects, and ambient sounds, significantly enhancing user willingness to pay [7][12]. - AI technologies have improved Kuaishou's core advertising business, with user engagement increasing by 1-2 percentage points and advertising revenue rising by 4-5 percentage points due to the application of models like OneRec and GFRL [14]. Group 3: Performance Outlook and Valuation Logic - Market sentiment regarding Kuaishou's profit outlook is optimistic, with projected profits of 20.6 billion RMB and 23.8 billion RMB for 2025 and 2026, respectively, reflecting year-on-year growth of 16% and 15% [16]. - The investment logic will focus on two catalysts: the ongoing empowerment of Kuaishou's advertising business by AI technology and the high-frequency performance data of the "Kling" business along with its product update cadence [16].