Investment Rating - The report maintains a "Buy" rating for the company, indicating an expected price increase of over 15% in the next 6-12 months [5]. Core Insights - The company's revenue for FY25Q3 reached $9.301 billion, representing a year-on-year increase of 37% and a quarter-on-quarter increase of 15% [2]. - The GAAP gross margin for FY25Q3 was 37.7%, with net profit of $1.885 billion, showing a year-on-year increase of 468% and a quarter-on-quarter increase of 19% [2]. - Non-GAAP gross margin for FY25Q3 was 39.0%, with net profit of $2.181 billion, reflecting a year-on-year increase of 211% and a quarter-on-quarter increase of 22% [2]. - The company expects FY25Q4 revenue to be approximately $10.7 billion, with GAAP gross margin of 41.0% and Non-GAAP gross margin of 42.0% [2]. Performance Analysis - The growth in the company's performance is primarily driven by the data center market, particularly the ramp-up of HBM products [3]. - FY25Q3 revenue from data center DRAM reached a historical high, mainly due to the rapid growth of HBM [3]. - The company anticipates its HBM market share will reach the level of its overall DRAM market share by the second half of CY25 [3]. - The company is progressing well with HBM4, which is expected to enter mass production in CY26 [3]. - For the consumer electronics market, the company forecasts low single-digit growth in PC and mobile phone shipments for 2025 [3]. Financial Forecasts - The company projects GAAP net profits for FY25, FY26, and FY27 to be $6.907 billion, $11.222 billion, and $11.468 billion, respectively [5]. - Revenue growth rates are expected to be 47.2% for FY25, 29.4% for FY26, and 0.7% for FY27 [10]. - The company’s EBITDA is projected to be $17.661 billion in FY25 and $23.856 billion in FY26 [10].

Investment Logic - The computer sector's downstream demand is primarily domestic, focusing on G-end and large B-end, with valuation fluctuations significantly impacting market capitalization more than fundamentals, indicating strong thematic investment attributes. The report emphasizes finding opportunities that can transition from thematic investment to growth investment, aiming for high earnings growth and valuation enhancement, referred to as the "Davis Double-Click" [3] - Considering the marginal changes in both domestic and overseas environments, the report highlights a strong outlook for the AI industry chain and its application in 2025. The external environment faces great power competition and export controls, while the internal focus is on technology leading the way, balancing high-quality development with high-level security. In the computer field, the AI industry chain represents the intersection and focus of both aspects [3] - The report identifies four key segments within the AI industry chain: 1. **Computing Power**: Domestic and international CSP leading manufacturers are entering a high prosperity phase in Capex spending, with opportunities for domestic substitution. Major US CSPs have seen rapid increases in capital expenditures since 2022, while domestic leaders are expected to follow suit from the second half of 2023 [3][5] 2. **Models**: While overseas manufacturers maintain a lead, domestic firms are accelerating their catch-up efforts, with improvements expected in agent performance. Domestic companies like Alibaba and ByteDance are rapidly advancing, leveraging open-source strategies to facilitate application deployment [3][25] 3. **Data**: Data quality directly impacts model performance, with policies promoting the circulation of data elements. The industry is exploring synthetic data and small model development, with several listed companies already recognizing data asset revenues [3][15] 4. **Applications**: AI hardware and applications across consumer, business, and government sectors are deepening their deployment. Notable growth is seen in smart driving, robotics, and various software applications [3] Investment Recommendations - The report recommends focusing on AI deployment in the second half of 2025, with key stock picks including Hesai Technology, iFlytek, Maifushi, Yingshi Network, and Kingdee International [3] AI Computing Power - Domestic and international CSP manufacturers are experiencing rapid growth in Capex, closely following the pace of international leaders. For instance, Alibaba, Tencent, and Baidu have shown significant increases in their capital expenditures since 2023, with ByteDance's projected Capex for 2024 nearing the combined total of the three [10][12] - The report indicates that the capital expenditures of major domestic CSPs are expected to continue rising, with Alibaba's Capex in Q1 2025 increasing by 126.7% year-on-year, and Tencent's by 91% [13] AI Models - Overseas leaders like OpenAI and Google remain at the forefront, with updates to flagship models expected to slow down due to various challenges. However, domestic companies are rapidly advancing, with significant improvements in model performance and application capabilities [26][29] - The report notes that domestic AI firms are actively developing and releasing new models, with a focus on enhancing performance and reducing development barriers through innovative architectures [30][32] Supply-Side Dynamics - The report highlights the acceleration of IPO processes among domestic computing power manufacturers, with companies like Haiguang and Zhongke Shuguang initiating strategic mergers to strengthen their market positions. This consolidation aims to address fragmentation in the domestic computing power ecosystem and enhance competitiveness against international players [16][17]

- The "CNY Index" selects up to 50 listed companies in Hong Kong whose main business involves innovative drug R&D to reflect the overall performance of securities in the innovative drug theme in the Hong Kong market[37][38][39] - The historical performance of the "CNY Index" is outstanding, with a 74.99% increase in the past year, a 33.92% increase over the past three years, and a 7.83% decline over the past five years, outperforming other innovative drug indices[39][41][42] - The valuation level of the "CNY Index" is relatively low, with a PE (TTM) of 32.47x, ranking at the 26.12% percentile over the past three years and the 15.48% percentile over the past five years[42][43][44] - The "CNY Index" focuses more on small-cap stocks, with 68.42% of its constituent stocks having a market cap below 30 billion HKD[44][47][48] - The industry distribution of the "CNY Index" shows a higher proportion in "Other Biological Products" and "Chemical Preparations"[44][47][48] - Recent performance of some constituent stocks in the "CNY Index" is strong, such as Innovent Biologics with a 90.79% YoY increase in net profit and BeiGene with a 100.51% YoY increase in Q1 net profit for 2025[49][50][51] - The EPS forecast for the top 10 constituent stocks of the "CNY Index" shows growth in 2025 compared to 2024, with Three S Pharmaceutical's forecast EPS reaching 2.1661 HKD[52][53][54]

1. Report Industry Investment Rating No relevant content provided. 2. Core Viewpoints of the Report - The economic growth shows that the container shipping freight index has dropped sharply for two consecutive weeks, while most production indicators such as power plant consumption and blast furnace operating rates have rebounded. In terms of demand, the real - estate market sales have improved month - on - month, the auto market retail is stable and strong, but steel prices are weak, and cement prices have returned to pre - increase levels. Regarding inflation, oil prices have tumbled, while CPI shows a mild rebound in pork prices and a slow bottom - touching of the agricultural product price index [1][2][3]. 3. Summary by Relevant Catalogs 3.1 Economic Growth 3.1.1 Production: Most Operating Rates Rebound - **Power Plant Consumption**: On June 24, the average daily consumption of 6 major power generation groups was 801,000 tons, up 4.3% from June 17. On June 13, the daily consumption of power plants in eight southern provinces was 1.827 million tons, up 6.3% from June 6. High temperatures in East and South China have led to a peak in electricity consumption [5][12]. - **Blast Furnace Operating Rate**: On June 20, the national blast furnace operating rate was 83.8%, up 0.5 percentage points from June 13, and the capacity utilization rate was 90.8%, up 0.3 percentage points. The operating rate of blast furnaces in Tangshan steel mills remained flat at 94.2% compared to June 13. The fourth round of coke price cuts has improved steel mill profitability and boosted production resumption [18]. - **Tire Operating Rate**: On June 19, the operating rate of truck all - steel tires was 65.5%, up 4.2 percentage points from June 12, and that of car semi - steel tires was 78.3%, up 0.3 percentage points. The operating rate of looms in the Jiangsu and Zhejiang regions fluctuated within a range [21]. 3.1.2 Demand: Container Shipping Freight Index Drops Sharply for Two Consecutive Weeks - **Real - Estate Market**: From June 1 - 24, the average daily sales area of commercial housing in 30 large and medium - sized cities was 255,000 square meters, up 7.3% from May, but down 5.8% from June last year, 29.1% from June 2023, and 54.5% from June 2022. Sales in first - tier, second - tier, and third - tier cities decreased year - on - year [25]. - **Auto Market**: In June, retail sales increased by 24% year - on - year, and wholesale sales increased by 14% year - on - year. The third week of June saw strong retail and wholesale sales, driven by post - college - entrance - exam and summer self - driving car - buying demand [28]. - **Steel Prices**: On June 24, rebar, wire rod, hot - rolled coil, and cold - rolled prices decreased by 1.3%, 1.0%, remained flat, and decreased by 0.4% respectively compared to June 17. High - temperature and rainy weather has led to weak steel demand [35]. - **Cement Prices**: On June 24, the national cement price index decreased by 2.0% from June 17. The prices in East China and the Yangtze River region decreased more than the national average. Poor terminal demand and high inventory have led to price cuts [36]. - **Glass Prices**: On June 24, the active glass futures contract price was 1,014 yuan/ton, up 3.9% from June 17. However, prices have decreased year - on - year [42]. - **Container Shipping Freight Index**: On June 20, the CCFI index increased by 8.0% from June 13, while the SCFI index decreased by 10.5%. The drop in the Shanghai Export Containerized Freight Index is mainly due to less cargo volume and more overtime ships competing for goods [44]. 3.2 Inflation 3.2.1 CPI: Mild Rebound in Pork Prices - **Pork Prices**: On June 24, the average wholesale price of pork was 20.3 yuan/kg, up 0.3% from June 17. However, prices have decreased month - on - month and year - on - year. Tight supply due to farmers' price - holding and secondary fattening has supported the price rebound [50]. - **Agricultural Product Price Index**: On June 24, the agricultural product wholesale price index decreased by 0.1% from June 17. Different agricultural products showed different price trends, with chicken and eggs rising, while vegetables and fruits falling [55]. 3.2.2 PPI: Oil Prices Tumble - **Oil Prices**: On June 24, Brent and WTI crude oil spot prices were $69.2 and $64.4 per barrel respectively, down 10.9% and 14.0% from June 17. The end of the Israel - Iran conflict has removed the risk premium from oil prices [58]. - **Copper and Aluminum Prices**: On June 24, LME 3 - month copper and aluminum prices increased by 0.3% and 1.6% respectively compared to June 17 [61]. - **Domestic Commodity Index**: On June 24, the Nanhua Industrial Products Index decreased by 0.3% from June 17, while the CRB index increased by 0.8% [61]. - **Industrial Product Prices**: Since June, industrial product prices have generally weakened, with coking coal and coke prices seeing significant declines. Most industrial product prices have widened their year - on - year decline [65].

Investment Rating - The report provides a positive investment rating for the consumer sector, particularly highlighting opportunities in traditional consumption and specific sub-sectors such as food, home appliances, and apparel [70]. Core Insights - The report emphasizes that traditional consumption has been undervalued and is expected to benefit from potential policy stimuli, particularly in sectors like dining, home goods, and apparel, which are currently at low valuation levels [70]. - It suggests that companies in the consumer sector, especially those with strong fundamentals, are likely to see valuation recovery as economic conditions improve and consumer spending increases [70]. - The report identifies specific companies within the consumer sector that are well-positioned to capitalize on these trends, including those in the light industry, home appliances, and retail [70]. Summary by Sections 1. Overview of Consumer Sector - The consumer sector is experiencing a recovery phase, with expectations of improved economic conditions leading to increased consumer spending [70]. - The report highlights the importance of monitoring economic indicators and potential government policies that could stimulate consumption [70]. 2. Mid-term Consumer Trends - The report reviews the performance of various consumer segments in the first half of 2025, noting a rebound in sectors such as food and home appliances [70]. - It anticipates continued growth in consumer spending, particularly in discretionary categories as consumer confidence returns [70]. 3. Long-term Consumer Themes - Long-term themes include the shift towards sustainable and innovative consumer products, with a focus on brands that resonate with younger consumers [70]. - The report discusses the potential for brands to expand internationally, leveraging e-commerce and digital marketing strategies [70]. 4. Industry Valuation Comparisons - The report provides a comparative analysis of industry valuations, indicating that certain sectors, such as light manufacturing and home appliances, are currently undervalued relative to their growth potential [70]. - It highlights specific companies with attractive price-to-earnings (PE) ratios, suggesting they may offer good investment opportunities [70].

1. Report Industry Investment Rating No relevant content provided. 2. Core View of the Report The ultra - long credit bond market is experiencing an over - heated sentiment. The ultra - long credit bond market has shown strong performance in both the primary and secondary markets, but there are still vulnerabilities in the market due to the extreme behavior of trading - oriented investors [2][3][4][5]. 3. Summary by Directory 3.1 Ultra - long Credit Sentiment Over - heated 3.1.1 Stock Market Characteristics The ultra - long credit bond market is in an extremely strong situation. The central bank's support for the capital market boosts the bullish sentiment in the bond market. As the yield of coupon assets further declines, the ultra - long credit bonds have strengthened. The number of outstanding ultra - long credit bonds with a yield below 2.2% has increased to 656 compared to last week [2][13]. 3.1.2 Primary Issuance Situation The subscription sentiment for new ultra - long industrial bonds continues to heat up. This week, the issuance scale of new ultra - long credit bonds totaled 31.61 billion, a 153% increase in supply compared to last week. Affected by the re - issued bond "24 Zhonghua 06 (Re - issued)", the average issuance rate of new ultra - long industrial bonds has significantly increased compared to last week. Coupled with the hot market for ultra - long bonds in the cash market, the subscription sentiment for new ultra - long credit bonds continues to rise [3][21]. 3.1.3 Secondary Trading Performance - **Index Performance**: The ultra - long credit bond index leads the market. In the latest week, the ultra - long credit bond index had a leading increase. The weekly increase of the AA+ credit bond index over 10 years was around 0.9%, while the increase of the same - maturity treasury bond index was 0.77% [4][28]. - **Trading Volume**: The trading volume of ultra - long industrial bonds has exceeded the previous high. This week, the market's enthusiasm for speculating on ultra - long credit bonds has further increased. The weekly trading volume of industrial bonds with a maturity of 7 - 10 years reached 644, far exceeding the weekly average during the previous round of the market in January this year. The total trading volume of credit bonds over 10 years also reached 167, indicating a hot trading sentiment [4][31]. - **Trading Yield**: The weekly average trading yield of the most active 7 - 10 - year industrial bonds has dropped to 2.14%, and the spread with 20 - 30 - year treasury bonds has narrowed to 27BP [4]. - **Investor Behavior**: The intensity of low - valuation bond - grabbing for ultra - long credit bonds has significantly increased, and the trading preference for 10 - 20 - year urban investment bonds has also recovered. The proportion of TKN transactions for credit bonds over 7 years has risen to over 80%, reaching around the 90% historical high since 2024 [4][35]. - **Investor Structure**: This week, insurance companies and funds remain the main investors in ultra - long credit bonds. Among them, funds have had a net purchase of ultra - long credit bonds exceeding that of insurance companies in the past two weeks. This week, the scale of funds' increase in 5 - 10 - year credit bonds was more than 7 billion, setting a new high since the first half of the year [41].

Report Summary 1. Investment Rating No investment rating for the industry is provided in the report. 2. Core Views - Since 2024, the significant decline in interest rates to historical lows is difficult to explain by nominal GDP changes. In the long - term, Chinese interest rates move within a non - parallel range, with the "upper limit" determined by the entity's investment return rate and the "lower limit" by the scale of "rigid financing" demand. The key force behind the current interest rate decline is the opening of the lower limit, i.e., the rapid clearing of financing demand [2]. - After a major bull market in the bond market in the previous year, it often enters an oscillatory transition phase in the next year. In 2025, the interest rate has shifted from a unilateral bull market to range - bound oscillations, as the financing cycle turns to expansion while the economic cycle lags behind and declines, and the interest rate digests the combined forces through sideways movement [2]. - High - frequency signals indicate a relatively high "winning rate" for the bond market. Market trading sentiment is not extreme, fundamental high - frequency indicators and interest rates are mutually verified, and both the volatility and trend terms in the timing model have returned to the long side [2]. - The market is mainly concerned about the odds constraint. However, the leading - lagging relationship between the long - end and short - end may have changed, and the term spread is not a reasonable basis for judging market space [2]. - Although interest rates are in a downward channel, the three - year cyclical adjustment pattern still exists. In 2025, there is a seasonal pattern of cyclical rebound in financing, which is the main driving force for the bond market correction. If viewed from the perspective of broad social financing, the bond market correction in the first quarter conforms to the characteristics of cyclical downward pressure release. If there is no increase in new government bond quotas or spontaneous stabilization of corporate leverage, broad social financing may peak in the second quarter, and interest rates may start a new round of decline [3]. 3. Summary by Related Content Interest Rate Movement and Driving Factors - Long - term, Chinese interest rates show a "triangular convergence" trend, with the upper limit moving down and the lower limit remaining stable. The current interest rate decline is due to the opening of the lower limit, resulting in a deviation between interest rate trends and many economic indicators while strengthening the relationship with financing growth [2]. Market Oscillation and Macro - background - After a major bull market in the bond market in the previous year, it often enters an oscillatory phase in the next year. In 2025, the interest rate shift from a unilateral bull market to range - bound oscillations is due to the expansion of the financing cycle and the lagging decline of the economic cycle [2]. High - frequency Signal Analysis - Market trading sentiment is at a neutral - low position, with room for further fermentation; fundamental high - frequency indicators and interest rates are mutually verified; both the volatility and trend terms in the timing model have returned to the long side, indicating a relatively high "winning rate" for the bond market [2]. Market Odds Constraint - The market is worried about the odds constraint, mainly due to the extremely flat yield curve. However, the leading - lagging relationship between the long - end and short - end has changed, such as the relative "insensitivity" of capital costs, the long - end amplitude becoming larger than the short - end, and the long - end trading volume rising, so the term spread is not a reasonable basis for judging market space [2]. Cyclical Adjustment of Interest Rates - Despite the downward trend in interest rates, the three - year cyclical adjustment pattern remains. In 2025, there is a seasonal cyclical rebound in financing, which is the main cause of the bond market correction. From the perspective of broad social financing, the bond market correction in the first quarter conforms to cyclical downward pressure release. If there are no special circumstances, broad social financing may peak in the second quarter, and interest rates may decline again [3]. Economic Indicator Analysis - Ten interest rate synchronization indicators are provided, including enterprise medium - and long - term loan balance growth rate, building materials composite index, etc., with their latest values, previous values, qualitative judgments, and relationships with interest rates [49]. Social Financing and Interest Rate Relationship - The relationship between social financing and interest rates is analyzed. If not considering new government bond quotas or spontaneous stabilization of corporate leverage, broad social financing may peak in the second quarter, and interest rates may start a new round of decline [3]. Policy - related Financial Tools - A comparison is made between the 2022 policy - based development financial tools and the 2025 new policy - based financial tools in terms of announcement time, policy goals, funding scale, operating entities, main investment fields, and project subjects [126].

Quantitative Models and Factor Analysis Quantitative Models and Construction - **Model Name**: Hang Seng Stock Connect Index (HSISC) **Model Construction Idea**: The index selects all eligible securities from the Hang Seng Index constituents that qualify for Stock Connect, aiming to reflect the overall performance of these stocks traded via Stock Connect[26] **Model Construction Process**: 1. **Sample Space**: Constituents of the Hang Seng Index (base index)[26] 2. **Selection Criteria**: All securities eligible for Stock Connect[26] 3. **Adjustment Mechanism**: - **Regular Adjustments**: Quarterly adjustments to the index sample[26] - **Temporary Adjustments**: Replacement based on changes in the base index and Stock Connect eligibility[26] **Model Evaluation**: The index demonstrates high elasticity, providing significant beta returns during market uptrends[27] Quantitative Factors and Construction - **Factor Name**: Technical Factor **Factor Construction Idea**: Measures the exposure of the Hang Seng Stock Connect Index to technical indicators relative to the Hang Seng Index[38] **Factor Construction Process**: 1. Analyze the factor exposure of the Hang Seng Stock Connect Index relative to the Hang Seng Index[38] 2. Quantify the exposure value for the technical factor, which is -0.066[38] **Factor Evaluation**: The index shows notable exposure to technical factors, along with other factors such as profitability, dividends, and volatility[38] Backtesting Results of Models - **Hang Seng Stock Connect Index**: - **Cumulative Return**: 49.92%[29] - **Annualized Return**: 39.22%[29] - **Annualized Volatility**: 24.48%[29] - **Sharpe Ratio**: 1.60[29] - **Maximum Drawdown**: 20.08%[29] Backtesting Results of Factors - **Technical Factor**: Exposure value of -0.066[38] - **Profitability Factor**: Exposure value of -0.029[38] - **Dividend Factor**: Exposure value of 0.026[38] - **Volatility Factor**: Exposure value of 0.022[38] Additional Metrics for the Hang Seng Stock Connect Index - **Valuation Metrics**: - Price-to-Earnings (PE): 10.08x[40] - Price-to-Book (PB): 1.08x[40] - **Profitability**: Return on Equity (ROE): 10.63%[42] - **Liquidity**: Trading volume accounts for 52% of the Hang Seng Composite Index, with a historical low congestion percentile of 9%[45] - **Dividend Yield**: 4.76%, higher than the CSI All Share Index (2.68%) and CSI 300 Index (3.59%)[49]

Core Insights - The report emphasizes the focus on supply-demand optimization and end empowerment in the aviation and direct express delivery sectors, recommending investments in these areas for H2 2025 [2][24]. Aviation Sector - The aviation sector is expected to see continued supply-demand optimization, with capacity utilization rates projected to exceed 2019 levels during peak seasons. Supply growth is anticipated to be limited due to a low number of existing orders and ongoing production capacity issues at Boeing and Airbus, leading to a backlog of over 6,500 and 8,600 aircraft respectively [2][24][52]. - Demand for air travel is projected to grow at a high single-digit rate, driven by stable economic conditions and improved visa policies, particularly for international routes. Passenger volume is expected to increase by 7% year-on-year in 2025, with a cumulative growth of 18% compared to 2019 [2][21][100]. - The report highlights that the average seat occupancy rate for the industry is expected to reach 84.1%, an increase of 2.1 percentage points year-on-year, indicating improved profitability for airlines [41][100]. Logistics Sector - The direct express delivery sector is positioned for growth, particularly with the application of unmanned logistics vehicles, which are expected to reduce costs and improve efficiency. SF Express is highlighted as a key player benefiting from this trend, with a market share of 64% in the time-sensitive delivery segment [2][15]. - The report notes that the express delivery business volume has exceeded market expectations, with a year-on-year growth of 20.1% in the first five months of 2025, totaling 787.7 billion packages [15][21]. Market Performance - The transportation sector has shown mixed performance in 2025, with a decline of 2.7% year-to-date, underperforming the broader index by 1.4 percentage points. The express delivery segment has seen the highest growth at 14.7%, largely driven by the performance of SF Express [6][11]. - The report indicates that the shipping and port sectors are experiencing high demand due to export activities, with container throughput increasing by 8.3% year-on-year as of June 22, 2025 [12][11]. Passenger Travel Trends - Passenger traffic in civil aviation has shown a robust increase, with a total of 3.1 billion passengers recorded in the first five months of 2025, reflecting a year-on-year growth of 6.3% [21][28]. - The report highlights that international passenger traffic is expected to grow significantly, with a 26% increase year-on-year, indicating a strong recovery in international travel [25][28].

Investment Rating - The report maintains a "Buy" rating for the company, suggesting a potential upside of over 15% in the next 6-12 months [5]. Core Insights - The company is experiencing a significant transformation towards dividend insurance, with a strong intent and notable results. The proportion of dividend insurance in individual and bank insurance channels reached 98.9% and 88.6% respectively in the first two months, indicating a first-mover advantage in this trend [4]. - The company is expected to achieve double-digit profit growth despite a high base, with a projected net profit of HKD 30 billion in Q1 2025, reflecting an 87% year-on-year increase due to reduced income tax [4]. - The company's low valuation metrics include a PEV of 0.29X and a PB of 0.78X, indicating potential investment opportunities [5]. Financial Performance Summary - Insurance service revenue is projected to grow from HKD 107,489 million in 2023 to HKD 122,456 million by 2027, with a growth rate stabilizing around 3% [10]. - The net profit attributable to shareholders is expected to increase from HKD 6,190 million in 2023 to HKD 13,596 million by 2027, with a growth rate peaking at 44.05% in 2023 and gradually declining to 10.16% by 2027 [10]. - The company's return on equity (ROE) is forecasted to rise from 6.92% in 2023 to 14.71% in 2027, indicating improving profitability [10].