进入今年，外资机构对A股的关注热度持续攀升。据统计，已有两百余家外资机构累计调研A股上市公司超五百次，覆盖半导体、机器人等多个热门领域， 多家国际知名机构更是发布观点看好中国市场的增长潜力，提到了产业升级、人工智能、消费演变等多个方向的布局机会。 很多人看到这类新闻，第一反应就是跟风布局，但我作为量化数据的长期使用者，同时也是市场的观察者，见过太多只看消息踩坑的情况。之前有个朋友， 看到外资看好半导体就盲目跟进，结果后续表现远不及预期。其实，消息只是市场的一个诱因，真正决定市场表现的，是背后大资金的真实交易行为。今天 就用量化大数据的多维视角，和大家聊聊如何跳出消息本身，看清市场的真实逻辑。 再看另一家曾经的热门大金融领域公司，初期「机构库存」活跃，走势向好，但很快「机构库存」就消失了，后续即便有短期的走势波动，也没有大资金的 参与迹象，最终走势回归疲软。这说明，概念的热度只是表面，大资金的持续参与才是关键。 每年中报披露前，业绩预增都是市场关注的热点，但实际情况是，同样是首批披露预增的公司，表现却天差地别。我用了十多年的量化大数据工具里，有一 项「机构库存」数据，专门用来捕捉大资金的交易特征活跃程度——橙色 ...

从外资调研标的来看，华明装备、影石创新和汇川技术位于外资调研榜前三位。此外，奥普特、怡合 达、安集科技、华润微、思特威等公司均吸引了超过20家外资机构前来调研。由此可见，外资调研主要 聚焦半导体、机器人等领域。 进入2026年，外资机构调研A股热情不减。Wind资讯数据显示，截至2月9日，年内已有224家外资机构 合计调研A股上市公司569次，其中包括摩根士丹利、贝莱德、高盛、花旗等知名外资机构。 此外，多家外资机构近日发布研报看好中国股市。例如，高盛维持中国股票"高配"评级，并预测中国指 数与沪深300指数将分别上涨20%和12%。瑞银表示，对中国股票持"具吸引力"观点，今年MSCI中国指 数的盈利增速预期将由去年的2.5%大幅反弹至13.6%，主要由科技股带动。 谈及中国股市的投资机会，马磊认为，一是产业升级。电动汽车、制药及自动化等关键行业有望推动下 一阶段的增长。拥有稳健研发实力的公司能够把握市场对先进产品及解决方案的需求。二是人工智能趋 势。2025年初发布的DeepSeek表明中国有能力提供兼具成本效益与高性能的大型语言模型，也标志着 中国已成为全球AI赛道一个强有力的竞争者。中国拥有全世界最大的 ...

Group 1 - Foreign institutions remain enthusiastic about A-shares, with 224 foreign institutions conducting 569 surveys of A-share listed companies as of February 9, 2026 [2][6] - Notable foreign institutions such as Morgan Stanley, BlackRock, Goldman Sachs, and Citigroup are involved in these surveys [2][6] - Goldman Sachs maintains a "overweight" rating on Chinese stocks, predicting a 20% increase in the China index and a 12% increase in the CSI 300 index [2][6] - UBS forecasts a significant rebound in the MSCI China index's earnings growth from 2.5% last year to 13.6% this year, primarily driven by technology stocks [2][6] - The top three companies attracting foreign interest are Huaming Equipment, Yingshi Innovation, and Huichuan Technology, with over 20 foreign institutions also researching companies like Aopt, Yihua, and Anji Technology [2][6] Group 2 - UBS Wealth Management's CIO office highlights the growth and profit potential of the Chinese market, driven by ongoing technological innovation and a favorable business environment [2][6] - The healthcare sector's international expansion, the rise of new consumption models, and the modernization of the power grid are expected to benefit industries such as healthcare, consumer goods, materials, and power equipment [2][6] Group 3 - In 2026, optimism for the Chinese stock market is maintained due to improving fundamentals and long-term growth drivers, which are expected to create a more sustainable structural growth cycle [3][7] - Key investment opportunities identified include industrial upgrades in electric vehicles, pharmaceuticals, and automation, with companies having strong R&D capabilities poised to meet market demands [3][7] - The trend of artificial intelligence is highlighted, with China emerging as a strong competitor in the global AI landscape, supported by a large internet user base, low energy costs, and abundant talent and data resources [3][7] - Changes in consumer preferences and demographic shifts are anticipated to lead to a significant transformation in the Chinese consumption market, with younger consumers increasingly spending on services and IP-related products [3][7]

瑞银财富管理投资总监办公室（CIO）表示，中国市场具备增长与收益潜力。中国持续推动科技创新和 自立自强，为企业营造了有利的营商环境。同时，医疗保健企业"走出去"、新消费模式兴起及电网现代 化等利好，有望惠及医疗保健、消费、材料和电力设备等行业。 景顺中国内地及香港首席投资总监马磊表示："展望2026年，我们对中国股票市场继续保持乐观，持续 改善的基本面及长期增长动力有望打造一个更可持续的结构性增长周期。" 谈及中国股市的投资机会，马磊认为，一是产业升级。电动汽车、制药及自动化等关键行业有望推动下 一阶段的增长。拥有稳健研发实力的公司能够把握市场对先进产品及解决方案的需求。二是人工智能趋 势。2025年初发布的DeepSeek表明中国有能力提供兼具成本效益与高性能的大型语言模型，也标志着 中国已成为全球AI赛道一个强有力的竞争者。中国拥有全世界最大的互联网用户群之一，能源成本相 对较低，具备支持大规模人工智能发展和部署的基础条件。且中国大量的人才储备、庞大的数据资源， 以及高效的自动化扩展能力，赋予其将人工智能创新转化为实质生产力提升的竞争优势。三是消费演 变。受人口结构变化及消费者偏好持续演变的影响，未来中国 ...

Group 1 - In 2025, Chinese stock markets showed strong performance with the Shanghai Composite Index, Shenzhen Component Index, Hang Seng Index, and Nasdaq Golden Dragon Index recording increases of 18.41%, 29.87%, 27.77%, and 13.18% respectively [1] - Goldman Sachs recommends "overweighting Chinese stocks" for 2026, citing significant valuation discounts compared to global markets and the diversification benefits for investors [1] - Other foreign institutions like Fidelity International, UBS, and Invesco also express optimism about Chinese assets in 2026, driven by valuation advantages, policy support, and industrial upgrades [1] Group 2 - Investment opportunities in the Chinese stock market for 2026 are expected to arise from three main trends: industrial upgrades, artificial intelligence, and evolving consumer behavior [2] - Industrial upgrades are anticipated to be a core focus as China transitions to a global leader in high-end manufacturing and innovation, with key sectors like electric vehicles, pharmaceuticals, and automation leading growth [2] - Artificial intelligence is projected to be a critical growth engine, with China emerging as a strong competitor in the global AI landscape, particularly in developing cost-effective and high-performance large language models [2] Group 3 - Morgan Asset Management highlights the increasing importance of the information technology sector in driving global economic transformation, with a shift in investment focus towards companies with technological moats and clear growth paths in niche markets [3]