上天天基金APP搜索777注册即可领500元券包，优选基金10元起投！限量发放！先到先得！ 智能体和具身智能是通向通用人工智能（AGI）的必经之路！ 今日（2月13日），港股智谱盘初快速拉升，涨超20%，股价再创新高。过去5个交易日，该股最大涨幅 达142%。2月12日凌晨，智谱发布新一代模型GLM-5。火遍全球的神秘模型"Pony Alpha"揭开面纱。 业界称，这是继DeepSeek后，国产AI大模型春节档的又一爆款。 智能体与具身智能的融合，是AGI的必经之路，也是打开具身智能市场容量的必要环节。近期，机器人也 在预热当中。宇树科技创始人王兴兴谈及具身智能赛道时表示，未来热度或是现在的1000倍，远超移动 互联网。 智能体彻底爆发 今日早盘，智谱盘初快速拉升涨超20%，股价一度达到492港元/股，再创上市以来新高，与上周五（2月 6日）的收盘价203.2港元/股相比，最近一周累计涨幅达142%。今日消息面显示，此前Coding Plan连 续包月、连续包季、连续包年套餐全部售罄。 智能体的进化必将为具身智能的发展提供重大支撑。二者融合能让机器既拥有强大的语言与推理能力（来 自大模型），又能像人一样在物理 ...

21世纪经济报道记者董静怡 2026年春节前夕，MiniMax正式上线新一代文本模型MiniMax M2.5，于2月12日在 MiniMax Agent上 线，并于13日全球开源支持本地化部署。 2月12日，MiniMax涨幅一度超过20%。12日收盘，MiniMax股价报588港元/股，涨幅达14.62%。13日， MiniMax开盘继续大涨，截至午盘，涨10%，总市值超2000亿港元。 据介绍，在编程能力方面，M2.5在权威榜单SWE-Bench Verified得分80.2%、Multi-SWE-Bench得分 51.3%，较上一代显著提升；在Multi-SWE-Bench等多语言复杂环境中超越Opus 4.6，达到了行业最好的 水平。 更重要的是，模型展现出"原生Spec能力"——在编码前主动拆解架构与功能规划，更接近真实架构师的 工作模式。 M2.5-lightning版本支持100 TPS以上输出速度，是主流模型的2倍左右；输入价格约0.3美元/百万 Token，输出约2.4美元/百万Token。按每秒输出100 Token计算，连续运行一小时成本约1美元；若按50 Token计算，成本约0.3美 ...

Core Viewpoint - The article highlights the significant advancements in China's AI landscape, particularly focusing on the launch of GLM-5 by Zhiyu, which is positioned as a leading model capable of handling complex system engineering tasks, marking a transition from "Vibe Coding" to "Agentic Engineering" [3][36]. Group 1: AI Developments - The 2026 Spring Festival period is expected to be pivotal in the history of AI development in China, driven by the release of Seedance 2.0 and GLM-5 [3][4]. - Seedance 2.0 showcases China's creative capabilities in AI, while GLM-5 demonstrates its execution strength, establishing a "twin star" dynamic in the AI sector [4][6]. - The market response to GLM-5 has been described as "frenzied," with high demand leading to rapid sellouts of its coding plans despite price increases [6][9]. Group 2: Technical Capabilities of GLM-5 - GLM-5 is characterized as the first "system architect" level model in the open-source community, capable of addressing complex system-level problems [13][14]. - The model's performance in coding tasks has been validated through rigorous testing, achieving a 100% pass rate in core algorithm performance metrics [26]. - GLM-5's architecture allows it to autonomously handle tasks such as building a high-concurrency distributed scheduling system, showcasing its advanced understanding of system architecture and engineering [19][24]. Group 3: Market Position and Performance - GLM-5 ranks fourth globally and first among open-source models in the Artificial Analysis intelligence ranking, indicating its competitive edge [39]. - In the Agentic ranking, GLM-5 is positioned third, surpassing other models like GPT-5.2 and Claude Opus 4.5, demonstrating its advanced capabilities [40]. - The model has achieved significant scores in various benchmarks, including SWE-bench-Verified and Terminal Bench 2.0, outperforming competitors like Gemini 3.0 Pro [42]. Group 4: Ecosystem and Future Prospects - The launch of GLM-5 is accompanied by the introduction of Z Code, a new development environment that enhances the coding process through natural language task breakdown and multi-agent collaboration [53]. - GLM-5's capabilities extend beyond coding to include document generation and other productivity tools, indicating a comprehensive approach to AI application [55]. - The integration with domestic computing platforms ensures that GLM-5 operates efficiently, paving the way for broader AI applications in 2026 and beyond [58][60].

Market Overview - The A-share market experienced a decline, with the Shanghai Composite Index down by 0.7%, the Shenzhen Component Index down by 0.67%, and the ChiNext Index down by 0.96%. However, the Sci-Tech Innovation Board Index saw an increase of 0.34% [2]. Semiconductor Industry - The semiconductor industry chain showed strong performance, particularly in sectors such as photolithography machines, memory chips, and advanced packaging. Notable stocks like Langke Technology and Jingce Electronics saw significant gains [4][8]. - The stock of Zhiyuan Technology surged by 11.89%, reaching a new historical high, with a market capitalization of HKD 200.54 billion. The company announced a structural adjustment in its GLM Coding Plan pricing, with an overall increase starting from 30% [4]. Automotive Industry - The automotive industry chain also performed well, with sectors such as auto parts, smart cockpits, and vehicle networking showing increases. The automotive parts sector rose by 0.71% [9][10]. - Recent favorable industrial policies, including the development of mandatory national standards for intelligent connected vehicles, are expected to enhance the regulatory environment for the industry. Additionally, advancements in humanoid robotics are contributing to the sector's growth [10]. Financial Performance of Key Players - Kioxia, a Japanese flash memory manufacturer, reported a revenue of JPY 543.6 billion for the third quarter of fiscal year 2025, marking a year-on-year increase of 20.8% and a quarter-on-quarter increase of 21.3% [7]. - TrendForce forecasts significant price increases in DRAM and NAND flash memory, with DRAM prices expected to rise over 60% in Q1 2026 and NAND prices projected to increase by 55%-60% [7].

Market Performance - The Hong Kong stock market opened lower and continued to decline, with the Hang Seng Index dropping by 1.79%, the National Enterprises Index falling by 1.74%, and the Hang Seng Technology Index decreasing by 1.65% [1] AI Sector - The "AI dual giants" in Hong Kong, Zhizhu and MINIMAX-WP, both reached historical highs, with their market capitalizations surpassing HKD 200 billion [1] Semiconductor Sector - The semiconductor sector experienced a rebound, with Aixin Yuan Zhi rising over 15% and Tian Shuzi Xin increasing by more than 10% [1] Insurance Sector - Insurance stocks continued to weaken, with Prudential falling over 6%, and other companies like China Life, AIA, China Pacific Insurance, and China Taiping also experiencing declines [1] Gold and Precious Metals - The gold and precious metals sector showed low-level fluctuations, with companies such as Zijin Mining, Wan Guo Gold Group, and Shandong Gold experiencing declines [1] Capital Flow - Southbound funds recorded a net purchase of HKD 7.294 billion during the half-day session [1]

Market Overview - The market experienced fluctuations with all three major indices declining: Shanghai Composite Index down 0.7%, Shenzhen Component Index down 0.67%, and ChiNext Index down 0.96% [1] - The overall market saw over 2,600 stocks decline [1] Sector Performance - The military industry sector led the gains with an increase of 2.09% [2] - The semiconductor sector was active, with notable stocks like Guofeng New Materials achieving a 2-day limit up [1][2] - The paper-making sector also showed strength, with Wuzhou Special Paper hitting the limit up [1] Declining Sectors - The oil and gas extraction and port shipping sectors faced significant declines, with companies like COSCO Shipping Energy and China Merchants Industry experiencing substantial drops [3][4] - The oil and gas extraction and service sector fell by 2.14%, while the port shipping sector decreased by 1.88% [4] Hong Kong Market - The Hang Seng Index dropped by 1.79%, and the Hang Seng Tech Index fell by 1.65% [5] - Gold stocks declined, with Zijin Mining falling over 5% and Shandong Gold dropping more than 4% [5] Notable Company Movements - Zhizhu continued its strong performance, reaching a new high of 492 HKD per share, with a market capitalization exceeding 200 billion HKD [7] - The company announced two significant actions: the launch of its next-generation flagship model GLM-5 in overseas markets and a structural price adjustment for related packages [9]

Market Overview - On February 13, A-shares experienced a collective decline, with the ChiNext Index leading the drop, closing down 0.96%. The Shanghai Composite Index fell by 0.7%, and the Shenzhen Component Index decreased by 0.67%. The total trading volume in the Shanghai and Shenzhen markets reached 1.2 trillion yuan, with over 2,600 stocks declining [1]. Sector Performance - The military industry sector showed strong performance, with Aystar Anchor Chain (601890) hitting the daily limit. The semiconductor sector was active, with concepts related to photolithography and photolithography adhesives rapidly rising. Guofeng New Materials (000859) achieved two consecutive trading limits in four days, while Fuchuang Precision rose over 12%. Semiconductor equipment concepts continued to strengthen, with Shenghui Integration (603163) hitting the daily limit and reaching a historical high [2]. - In contrast, the port and shipping sector saw a collective decline, with China Merchants Energy (600026) and China Merchants Shipping (601872) experiencing significant drops. The photovoltaic equipment sector weakened, with leading stock Shuangliang Energy (600481) hitting the daily limit and losing 2 billion yuan in market value in one day. Other stocks like GCL-Poly Energy (002506) fell over 8% [3]. Hong Kong Market - The Hong Kong market opened lower and continued to decline, with the Hang Seng Index down 1.8% and the Hang Seng Tech Index down 1.6%. Major tech stocks saw declines, with Tencent Music dropping over 10%, Meituan down over 4%, and Baidu Group down 4%. Other companies like JD.com, Bilibili, Li Auto, Alibaba, and Trip.com also experienced declines of over 2% [3]. - The semiconductor sector in Hong Kong showed strength, with Aixin Yuan Zhi rising over 16% and Tian Shu Zhi Xin increasing over 9%. Other stocks like Zhaoyi Innovation (603986) and Brain Hole Technology also saw gains. The large model concept stocks performed actively, with Zhipu Technology reaching a historical high of 492 HKD before narrowing its gains to 12%, having increased over 120% this week [3]. New Listings - The new stock Haizhi Technology Group had an impressive debut, rising over 268% during the day to 99.6 HKD, with a profit of 14,505 HKD per lot based on the issue price of 27.06 HKD per share. The public offering phase recorded an oversubscription of 5,065.06 times, ranking among the top in recent years for Hong Kong IPOs [4]. - Industrial analysts at Industrial Securities expressed optimism for the Hong Kong market, suggesting a "technology bottom + cyclical recovery + beta in dividends" approach to embrace the spring market. Current short-selling transactions account for about 19.2%, indicating that market sentiment has reached a relatively low point, providing momentum for a short-term rebound [4].

Group 1 - The core announcement is that Moole Technology (688795.SH) has completed Day-0 adaptation and verification of the GLM-5 model from Zhizhu AI (02513.HK) on its flagship AI training and inference GPU, the MTT S5000 [1] - The GLM-5 model, released on February 11, is positioned as a top-tier coding model with a 20% performance improvement over its predecessor, featuring advanced capabilities in Agentic Engineering for end-to-end development [1][2] - GLM-5 ranks fourth globally and first among open-source models in the authoritative Artificial Analysis rankings, achieving state-of-the-art scores in key benchmarks [2] Group 2 - The MTT S5000 GPU is designed specifically for large model training, inference, and high-performance computing, with a maximum AI computing power of 1000 TFLOPS and 80GB of memory [2] - The memory bandwidth of the MTT S5000 reaches 1.6TB/s, and inter-card bandwidth is 784GB/s, supporting full precision calculations from FP8 to FP64 [2]

Market Performance - The Hong Kong stock market experienced a decline, with the Hang Seng Index falling by 1.79% to 26,548.41 points, the Hang Seng Tech Index down by 1.65% to 5,319.88 points, and the National Enterprises Index decreasing by 1.74% to 9,015.42 points [1][2]. Major Stock Movements - Major technology stocks saw significant drops, including Alibaba down by 2.27%, Tencent by 1.68%, JD.com by 3.04%, Xiaomi by 0.55%, NetEase by 1.6%, Meituan by 4.54%, Kuaishou by 2.08%, and Bilibili by 2.68% [2]. - Gold and silver prices fell, leading to declines in related stocks, with Zijin Mining down over 5% and Shandong Gold down more than 4% [2]. New Listings - Two new stocks were listed today, with Haizhi Technology Group rising over 229% and沃尔核材 increasing by over 4% [3]. - Other notable stock movements included Aixin Yuanzhi up by 15.59%, Zhipu up by 11.89%, and MicroPort Robotics-B up by 9.78%, while Mongol Mining fell by 13.66% and Tencent Music-SW dropped by 10.08% [3].

本文原始材料由Minimax官方发布的博客及编辑整理的技术发展路径组成，由Minimax 2.5撰写，编辑仅对其中一处显著错误进行了 删除处理，并添加了当日股价变化情况。可视作对Minimax写作能力的一个测试。 一、模型定位与核心能力 二、技术框架分析：延续与工程优化 2.1 整体架构设计 根据MiniMax官方发布的技术信息，M2.5采用了与M2相同的混合专家模型（MoE）架构，总参数规模达到2300亿，但在推理时仅激活100亿参 数。这种"极端稀疏性"的设计哲学是M系列的核心特征，旨在实现"小激活、大智慧"的计算效率。 从技术演进的视角来看，M2.5的框架基本完全延续M2.1。根据MiniMax发布的技术演进文档，M2.1主要强化了多语言编程能力，专注于解决 复杂软件工程中的跨语言逻辑对齐问题；而M2.5则在此基础上进一步优化了在编程、工具调用、搜索增强（RAG）以及办公生产力场景中的 表现。这说明M2.5的架构层面并未发生根本性变革，而是在已有框架下的工程更新和能力扩展。 2.2 Forge智能体原生强化学习框架 2026年2月，MiniMax正式发布新一代旗舰模型M2.5。根据MiniMax官方发布 ...