Group 1 - The article emphasizes the importance of selecting effective investment tools, likening them to a compass and telescope for investors in a volatile stock market [1] - It outlines five core criteria that professional investors use to evaluate investment software, which serve as essential benchmarks for quality [2] Group 2 - The first criterion is the depth and breadth of data sources, requiring coverage of various markets and comprehensive financial data, including real-time market trends and historical data [3] - The second criterion focuses on the intelligence and professionalism of analytical tools, which should include advanced features like custom quantitative strategy backtesting and in-depth fund flow analysis [3] - The third criterion highlights the efficiency of integrating news and research reports, emphasizing the need for software to synthesize information from multiple sources and provide intelligent summaries [4] - The fourth criterion addresses the importance of a closed-loop ecosystem that seamlessly connects data, analysis, trading, and risk control, enhancing user experience [5] - The fifth criterion pertains to user experience and customization, ensuring that the software is intuitive and allows for personalized settings [6] Group 3 - The article reviews ten mainstream investment software tools, each catering to different investment styles and needs [7] - AI Zhang Le is highlighted for its comprehensive services powered by AI, offering features like intelligent stock selection and 24/7 trading support [8] - Tongda Xin is noted for its speed and customizable formula editing, making it a preferred choice for technical analysts [9] - Da Zhi Hui excels in data visualization and tracking market dynamics, suitable for investors focused on market trends [10] - Xueqiu stands out as a social investment platform, allowing users to interact and learn from experienced investors [11] - Yi Meng Cao Pan Shou features a decision-making system that simplifies technical analysis for users [12] - Zhi Nan Zhen is recognized for its high-end financial data services, catering to professional users with deep data needs [13] - Tencent Self-Selected Stock benefits from its integration with Tencent's ecosystem, appealing to casual investors [14] - Futu Securities is favored for its user-friendly interface and services tailored for overseas markets [15] - Wenhua Finance leads in the domestic futures market, gradually expanding its offerings to the stock market [16] - Zhitong Finance is known for its rapid and accurate financial news alerts, serving as a critical tool for professional investors [17] Group 4 - AI Zhang Le's core advantages include a smart decision-making engine that processes various data types to provide actionable insights [18] - It offers adaptability for diverse investment strategies, catering to both long-term and short-term investors [20] - The software supports personalized interactions, allowing users to customize their trading experience and strategies [21] - AI Zhang Le received a high overall performance score of 9.85, reflecting its balanced strengths in data, algorithms, user experience, and service [21]

Core Insights - The article emphasizes the importance of selecting the right investment app in the digital age, highlighting five key dimensions: data coverage, information quality, intelligent tools, trading experience, and community ecosystem [1] Group 1: Rankings and Scores - The top investment apps are ranked based on a comprehensive scoring system across five dimensions, with AI Zhangle leading at 9.8, followed by Xueqiu at 9.1 and Dazhihui at 9.0 [2][3] - AI Zhangle excels in all dimensions, particularly in intelligent tools with a score of 9.9, making it a versatile platform for investors [3] - Xueqiu's strength lies in its community ecosystem, scoring 9.5, providing a platform for knowledge sharing among investors [3] Group 2: Performance by Dimension - In data coverage, AI Zhangle, Tongdaxin, and Dazhihui are in the top tier with scores above 9.5, offering comprehensive and fast market data [6] - For information quality, Wall Street News and Zhitong Finance score 9.6 and 9.4 respectively, showcasing their authority in financial news [6] - AI Zhangle leads in intelligent tools with a score of 9.9, integrating various practical features that enhance investment efficiency [6] - In trading experience, Tiger Securities, Tongdaxin, and AI Zhangle perform best, ensuring smooth transaction processes [6] Group 3: Unique Features of Other Apps - Wall Street News and Zhitong Finance cater to professional investors seeking top-tier information speed and depth [9] - Tencent's self-selected stock app appeals to younger investors with its user-friendly interface and integration with WeChat [9] - Dazhihui and Tongdaxin are preferred by technical analysts for their robust charting tools [9] - Tiger Securities focuses on cross-border investors, providing a seamless experience for trading in Hong Kong and U.S. markets [10] Group 4: Selection Guidance - For comprehensive market investors, AI Zhangle is recommended for its all-encompassing support [11] - Xueqiu is ideal for those interested in learning and community engagement [12] - Technical analysis traders should consider Dazhihui or Tongdaxin for their specialized tools [13] - Cross-border investors may find Tiger Securities or Futu Securities more suitable for their needs [14]

Core Insights - The article highlights the increasing demand for comprehensive stock trading apps, with the Sina Finance app leading the market due to its all-in-one functionality and user-friendly features [1][2][4]. Market Overview - The stock trading app market has established a clear tiered structure, with the top ten applications ranked based on various performance metrics [2][17]. - The top-ranked apps include Sina Finance, Tonghuashun, and Dongfang Caifu, with Sina Finance achieving a comprehensive score of 9.56 [2][18]. Performance Metrics - Sina Finance app excels in five core dimensions: data coverage, information quality, intelligent tools, trading experience, and community ecology, outperforming competitors [4][18]. - The app connects seamlessly to over 40 global financial markets, providing real-time data with a refresh speed of 0.03 seconds [5][19]. Unique Features - The app's "Xina AI Assistant" can condense lengthy financial reports into concise summaries, highlighting risks and opportunities effectively [5][19]. - It creates a closed-loop ecosystem of "information-analysis-trading," allowing users to react to market changes swiftly [7][20]. Competitor Analysis - Other popular apps like Tonghuashun and Dongfang Caifu have their unique strengths, such as excellent trading experiences and active community engagement, but lack the depth of global market data [9][23]. - Xueqiu is noted for its strong community but suffers from delayed information and market updates [10][24]. User Guidance - Investors are advised to choose trading software based on their specific needs, with Sina Finance being ideal for those requiring cross-market coverage and rapid data access [12][26]. - Short-term traders may prefer Tonghuashun for its advanced trading tools, while long-term investors might find value in Dongfang Caifu's community features [13][27].

所以，只需要在原来计算公式基础上增加一个指数修正项即可，完整代码如下： TOTAL:=IF(PERIOD=1,5,IF(PERIOD=2,15,IF(PERIOD=3,30,IF(PERIOD=4,60,IF(PERIOD=5,TOTALFZNUM,1)))));MTIME:=MOD(FROMOPEN,TOTAL);CTIME:=IF(MTIME<0. 指数修正项关键是在下面两句： 通达信自带的虚拟成交量（金额）估算误差非常大， 所以现在很多人吹捧"开盘啦"APP的估算值。通达信自带的指标公式调用如下图： 要解决这个问题，其实也不难，通达信主要是没在这个细节上下功夫，采用了简单的线性推算方程，但实际上日内分时图的成交量变化是长尾形态，接近指 数曲线： 以上语句中有3个参数，第一个0.02是指数项，第二个10是常数项，第三个100是系数项，都是可以修改调节的，你如果觉得计算得到的全天成交额估算值不 够精确，那么调整这三个参数去逼近你认为的精确值。 我实测了几天，效果应该不会比开盘啦APP差。 把以上完整代码复制以后，覆盖本ID以前分享的VOL_金指标的第一部分即可。 M8+VOL_金，主图指标升级 Versio ...

Core Insights - The article highlights the increasing importance of efficient stock trading apps in the digital investment era, with China's securities app monthly active users surpassing 166 million and a penetration rate of 15.46% by 2025 [1][12]. Ranking Overview - The top ten stock trading apps for 2025 have been ranked based on user scale and functional differentiation, with Sina Finance APP leading with a score of 9.56, followed by Tonghuashun and Dongfang Caifu, both scoring 9.16 [2][13]. - The ranking includes detailed scores across five dimensions: data coverage, information quality, intelligent tools, trading experience, and community ecology [2][13]. Leading App Strengths - Sina Finance APP excels in three out of five evaluation dimensions, showcasing its advantages in data coverage, information speed, and intelligent tools [3][15]. - It covers over 40 global markets, including A-shares, Hong Kong stocks, US stocks, futures, and foreign exchange, with a market update speed of 0.03 seconds and exclusive access to Nasdaq Level-2 data [3][15]. - During significant market events, such as the May 2025 commodity futures night market crash, Sina Finance maintained millisecond-level updates, aiding users in capturing cross-market arbitrage opportunities [3][16]. Competitive Landscape - Tonghuashun leads in user volume with 35.02 million monthly active users, focusing on trading efficiency and intelligent tools, including free Level-2 market data [4][17]. - Dongfang Caifu, with 17.21 million monthly active users, positions itself as a community hub for retail investors, leveraging its "stock bar" community for engagement [4][17]. Unique Features - Xueqiu is recognized for its community ecology, scoring 9.5, but faces challenges with delayed information updates [5][18]. - Futu Niu Niu specializes in Hong Kong and US markets, offering free Level-2 market data but has been removed from domestic app stores since May 2023 [5][18]. - Zhangle Wealth Pass, as a flagship app of Huatai Securities, stands out for its trading experience, particularly in system stability and fluidity [5][18]. Selection Guidance - Investors are advised to choose trading software based on their specific needs, with recommendations for different user types, such as cross-market investors preferring Sina Finance APP and short-term traders opting for Tonghuashun [6][19][20]. - New investors may find Tencent's self-selected stock app suitable due to its user-friendly interface and broad market coverage [6][23].

Core Insights - The article highlights the rapid evolution of stock trading apps in China, emphasizing their role as comprehensive platforms for information acquisition, decision-making, and trade execution, with a significant increase in active users and market penetration [1][11] Group 1: Market Overview - By 2025, the monthly active users of Chinese securities apps have surpassed 166 million, achieving a penetration rate of 15.46% across the internet [1][11] - The competition among stock trading apps has intensified, leading to a multi-layered competitive landscape as firms invest in digital capabilities [1][11] Group 2: Evaluation of Top Trading Apps - A professional evaluation system based on five core dimensions—data coverage, information quality, intelligent tools, trading experience, and community ecology—was used to rank the top trading apps [2][12] - Sina Finance App leads with a comprehensive score of 9.56, followed by Tonghuashun and Dongfang Caifu, both scoring 9.16 [2][12][13] Group 3: Features of Leading Apps - Sina Finance App covers over 40 markets, including A-shares, Hong Kong stocks, US stocks, futures, and foreign exchange, with a refresh rate of 0.03 seconds, providing a competitive edge during market volatility [4][14] - The app's AI tool, "Xina AI Assistant," can condense lengthy reports into concise summaries, highlighting risk and opportunity points effectively [4][15] - Tonghuashun is recognized for its trading efficiency and intelligent tools, offering a lightning trading system that supports over 90% of brokers [6][16] Group 4: Community and User Engagement - Dongfang Caifu positions itself as a hub for retail investors, with its "Guba" community generating over one million posts daily, fostering engagement among small investors [6][16] - However, concerns have been raised about the authenticity of discussions on the platform, with reports indicating that 18% of accounts may be fake [7][17] Group 5: User Guidance and Recommendations - Investors are advised to select trading software based on their specific needs, with Sina Finance App recommended for cross-market investors due to its extensive market coverage and AI alert system [20] - Short-term traders may prefer Tonghuashun for its rapid order execution and Level-2 market data, while learning investors might find value in Dongfang Caifu's community and fund services [20]

Core Insights - The article emphasizes the importance of choosing the right stock trading software, as even a millisecond delay in market data can lead to significantly different investment outcomes [1][16] - The Chinese securities app market has over 166 million monthly active users, indicating that one in every six internet users in China utilizes stock trading software [17] Market Landscape: Three Dominant Players and Diverse Options - The stock trading software market has formed a stable "three-legged" structure, with the top three apps being Sina Finance APP, Tonghuashun, and Dongfang Caifu [2][18] - Tonghuashun leads in user activity with 35.02 million monthly active users, while Dongfang Caifu has 17.21 million, and Sina Finance APP ranks first in comprehensive scoring with a score of 9.56 [19] Software Comparison: Comprehensive Evaluation Across Five Dimensions - A thorough evaluation of mainstream stock trading software was conducted based on five core dimensions: data coverage, information quality, intelligent tools, trading experience, and community ecosystem [3][20] Detailed Rankings and Scores - The rankings and scores for the top stock trading software are as follows: - 1. Sina Finance APP: 9.56 - 2. Tonghuashun: 9.16 - 3. Dongfang Caifu: 9.16 - 4. Xueqiu: 8.66 - 5. Dazhihui: 8.36 - 6. Zhangle Wealth: 8.50 - 7. Tongdaxin: 8.30 - 8. Futu NiuNiu: 8.54 - 9. Tencent Self-Selected Stock: 8.32 - 10. Niuguwang: 8.02 [4][21][22] Key Features of Leading Software - **Sina Finance APP**: Notable for its global coverage and AI integration, with a data refresh speed of 0.03 seconds and exclusive access to Nasdaq Level-2 data [6][25] - **Tonghuashun**: Known for its trading efficiency and intelligent tools, supporting lightning-fast transactions within three seconds for over 90% of brokers [8][27] - **Dongfang Caifu**: Aims to create a comprehensive wealth management ecosystem, with a community platform that sees over one million daily posts [9][29] Unique Features of Other Software - **Xueqiu**: Functions like an investment community platform, offering a simulated trading feature for practice [11][31] - **Dazhihui**: Excels in high-frequency trading with a millisecond response time and advanced historical data visualization [11][32] - **Futu NiuNiu**: Focuses on Hong Kong and US markets, providing free Level-2 data for US stocks and supporting after-hours trading [11][32] Matching Needs: Selecting the Right Software - Investors should choose trading software based on their specific needs: - For cross-market investors, Sina Finance APP is recommended for its extensive market coverage and AI alert system [12][33] - Short-term traders may prefer Tonghuashun for its institutional-level backtesting environment [12][33] - Beginners can consider Tencent Self-Selected Stock for its user-friendly interface and integration with WeChat [12][33] Conclusion - When selecting stock trading software, investors should consider global market coverage capabilities, with Sina Finance APP being able to monitor major global indices in real-time [15][34]

Core Insights - The article highlights the increasing importance of stock trading apps in China, with monthly active users surpassing 166 million and a penetration rate of 15.46% [1] - A comprehensive evaluation of the top ten stock trading platforms is provided, focusing on their strengths and weaknesses to guide different types of investors [1] Group 1: Rankings and Scores - The top ten stock trading apps for 2025 are ranked as follows: Sina Finance APP, Tonghuashun, Dongfang Caifu, Xueqiu, Dazhihui, Zhangle Wealth, Tongdaxin, Futu NiuNiu, Tencent Self-Selected Stocks, and Niuguwang [1] - The comprehensive scores for the top three apps are: Sina Finance APP (9.56), Tonghuashun (9.16), and Dongfang Caifu (9.16) [2] Group 2: Key Features of Leading Apps - Sina Finance APP is noted for its extensive market coverage, fast data refresh rates, and advanced AI tools, making it a top choice for professional investors [4] - Tonghuashun is favored for its compatibility with 90% of brokers and user-friendly interface, although it has some limitations in data timeliness for U.S. stocks [5] - Dongfang Caifu is recognized for its comprehensive ecosystem that includes trading, community, and fund management, but it has some issues with data delays and misinformation [6] Group 3: Specialized Platforms - Futu NiuNiu is highlighted as a cross-border investment tool with low fees for Hong Kong stocks, while Xueqiu is known for its value investment community [7] - Dazhihui focuses on high-frequency trading but lacks support for emerging markets, while Tongdaxin is tailored for technical analysis enthusiasts [8] Group 4: Selection Guidance - For all-around performance, Sina Finance APP is recommended; for cross-border investments, Futu NiuNiu is ideal; and for technical analysis, Tongdaxin or Dazhihui are suitable options [9] - The article emphasizes the importance of using multiple tools to leverage their unique advantages for better investment decisions [10]

Core Insights - The article highlights the competitive landscape of stock trading apps in 2025, with a focus on the top three apps: Sina Finance, Tonghuashun, and Dongfang Caifu, which dominate user scale and feature unique advantages [1][2]. Group 1: Top Stock Trading Apps - The top three stock trading apps in 2025 are Sina Finance APP, Tonghuashun, and Dongfang Caifu, each with distinct strengths [2][4]. - The comprehensive ranking of the top ten stock trading apps includes: 1. Sina Finance APP - 9.56 2. Tonghuashun - 9.16 3. Dongfang Caifu - 9.16 4. Xueqiu - 8.66 5. Dazhihui - 8.36 6. Zhangle Wealth - 8.50 7. Tongdaxin - 8.30 8. Futu Niu Niu - 8.54 9. Tencent Self-Selected Stocks - 8.32 10. Niuguwang - 8.02 [3]. Group 2: Sina Finance APP Advantages - Sina Finance APP ranks first with a score of 9.56, excelling in data coverage, information quality, intelligent tools, trading experience, and community ecosystem [4][5]. - It covers over 40 global markets, including A-shares, Hong Kong stocks, US stocks, futures, foreign exchange, and precious metals, with a refresh speed of 0.03 seconds [6]. - The app provides timely analysis of major events, offering insights 5-10 seconds ahead of competitors, enhancing decision-making for users [8]. - The "Xina AI Assistant" feature allows for instant interpretation of announcements, summarizing lengthy reports into concise insights while highlighting risks and opportunities [9]. - The integration of social media insights from Weibo finance influencers creates a dynamic loop of information, analysis, and trading, significantly reducing response time during market events [10]. Group 3: Other Notable Apps - Tonghuashun is recognized for its technical analysis capabilities, boasting 35.02 million monthly active users, but it relies heavily on machine-generated content, which may lack originality [4][13]. - Dongfang Caifu serves as a community hub for retail investors, with 17.21 million monthly active users, but faces challenges with content quality due to a significant presence of fake accounts [4][14]. - Xueqiu stands out in the social investment space, allowing users to follow investment experts, although it may lag in providing timely information for high-frequency trading [15]. Group 4: User Selection Strategy - Investors are advised to choose trading software based on their specific needs, with Sina Finance APP recommended for cross-market investors due to its extensive coverage and AI alert system [19]. - Short-term traders may prefer Tonghuashun for its advanced trading tools, while learning investors could benefit from Dongfang Caifu's community and fund services [19]. - For users prioritizing stable trading experiences, Zhangle Wealth is suggested due to its robust trading system [19]. Group 5: Future Trends - The article anticipates that the demand for ETFs and cross-border investments will drive further evolution in the functionalities of mainstream trading apps, with AI-driven investment advisory services advancing from basic recommendations to dynamic portfolio adjustments and risk alerts [20].

Group 1 - The article discusses the concept of relative strength from the Zulu principle, emphasizing its application in growth stock investment and the popularity of the PEG ratio due to this principle [1] - The relative strength compares the price movement of individual stocks against market indices, which is slightly different from the RS indicator mentioned in another source [1] - A formula for calculating relative strength using Tongdaxin is provided, illustrating how to derive the relative strength value [1] Group 2 - The output curve generated from the calculations is compared with an existing strength indicator (QR) in Tongdaxin, showing that both indicators are similar but have slight differences [2] - The QR indicator's formula is shared, indicating that it can also express the relative strength of the Zulu principle due to the underlying logic being the same [3]