Quantitative Models and Construction Methods Model Name: Three-Tier Global Liquidity Risk Warning Model - **Model Construction Idea**: The model aims to dynamically monitor liquidity risk from the policy source to the trading end, capturing the full chain of liquidity risk transmission[1] - **Model Construction Process**: 1. **Central Bank Liquidity**: Monitors central bank policy movements from three dimensions: price, quantity, and expectations. The price dimension uses the global central bank policy rate diffusion index to track the policy movements of 27 major central banks. The quantity dimension uses the Federal Reserve liquidity support indicator to measure the expansion of the Fed's balance sheet through term transformation and credit enhancement channels. The expectation dimension uses the Bloomberg Fedspeak index and market implied interest rate expectations to track the marginal changes in Fed interest rate expectations[2][3] 2. **Funding Liquidity**: Monitors leverage funding tightness through repo financing and cross-border arbitrage indicators. The Secured Overnight Financing Rate (SOFR) represents the short-term financing cost in the interbank market with Treasury collateral. The Risk Reversal (RR) monitors the abnormal jumps in risk reversal options of major carry trade currency pairs to capture the deleveraging pressure in the foreign exchange market[4][5] 3. **Market Liquidity**: Utilizes implied volatility across multiple assets to depict market trading friction. Constructs a multi-period comprehensive stress index using VIX, VXN, RVX, MOVE, GVZ, OVX, VXEEM, and COP to identify abnormal mutation points using a rolling threshold Zscore framework[6][7] - **Model Evaluation**: The model effectively avoids periods of broad asset declines, significantly reduces strategy drawdowns, and optimizes risk-adjusted returns of the strategy. It is universally applicable in global asset allocation[1][8] Model Backtesting Results - **Baseline Strategy**: Annualized return 5.31%, Sharpe ratio 0.56, maximum drawdown -34.55%, Sortino ratio 0.75[9] - **Three-Tier Liquidity Stress Signal Timing Strategy**: Annualized return 8.76%, Sharpe ratio 1.22, maximum drawdown -14.09%, Sortino ratio 1.77[9] Quantitative Factors and Construction Methods Factor Name: Central Bank Liquidity - **Factor Construction Idea**: Monitors central bank policy movements from three dimensions: price, quantity, and expectations[2] - **Factor Construction Process**: 1. **Price Dimension**: Uses the global central bank policy rate diffusion index to track the policy movements of 27 major central banks. The index is constructed by calculating the net easing score of each country using a one-year rolling window and then equally summing the scores to obtain the global central bank policy rate diffusion index. The pressure signal is generated by quarterly differencing the diffusion index[2][3] 2. **Quantity Dimension**: Uses the Federal Reserve liquidity support indicator, defined as the ratio of medium- and long-term Treasury bonds, MBS, and agency bonds to the sum of cash in circulation, reverse repos, and reserves. The pressure signal is generated by quarterly differencing the smoothed series of the indicator[3][10] 3. **Expectation Dimension**: Uses the Bloomberg Fedspeak index and market implied interest rate expectations. The Fedspeak index is constructed by sentiment scoring of Fed officials' speeches using a fine-tuned RoBERTa model. The market implied interest rate expectations are derived from the difference between the 3M1M Swap OIS and the EFFR. The pressure signals are generated by quarterly differencing the series[3][11][12] - **Factor Evaluation**: The comprehensive pressure signal of central bank liquidity effectively distinguishes the performance of liquidity-sensitive assets during stress and non-stress periods, providing early warning of systemic risk accumulation[13][14] Factor Backtesting Results - **Central Bank Liquidity Stress Signal Timing Strategy**: Annualized return 7.55%, Sharpe ratio 1.18, maximum drawdown -14.09%, Sortino ratio 1.67[9][15] Factor Name: Funding Liquidity - **Factor Construction Idea**: Monitors leverage funding tightness through repo financing and cross-border arbitrage indicators[4] - **Factor Construction Process**: 1. **Repo Market**: Uses the Secured Overnight Financing Rate (SOFR) to represent the short-term financing cost in the interbank market with Treasury collateral. The pressure signal is generated when SOFR exceeds at least two of the key rates: IORB, EFFR, FFRU, and OIS[4][16] 2. **Foreign Exchange Market**: Uses the Risk Reversal (RR) of major carry trade currency pairs to monitor the deleveraging pressure. Constructs a comprehensive RR stress index by calculating the Zscore of the RR indicators and averaging the scores of five currency pairs. The pressure signal is generated when the comprehensive score exceeds the rolling threshold upper limit for at least two days within the past ten trading days[4][17][18] - **Factor Evaluation**: The comprehensive pressure signal of funding liquidity effectively identifies liquidity risk at the funding level, providing complementary insights to single indicators[19][20] Factor Backtesting Results - **Funding Liquidity Stress Signal Timing Strategy**: Annualized return 8.43%, Sharpe ratio 0.99, maximum drawdown -21.65%, Sortino ratio 1.38[9][21] Factor Name: Market Liquidity - **Factor Construction Idea**: Utilizes implied volatility across multiple assets to depict market trading friction[6] - **Factor Construction Process**: 1. **Market Liquidity Stress Index**: Constructs a multi-period comprehensive stress index using VIX, VXN, RVX, MOVE, GVZ, OVX, VXEEM, and COP. The index is constructed by calculating the Zscore of the implied volatility indicators and averaging the scores. The pressure signal is generated when the comprehensive score exceeds the rolling threshold upper limit for at least two days within the past ten trading days[6][22] - **Factor Evaluation**: The market liquidity stress signal effectively provides early warning of liquidity crises, enhancing the risk-adjusted returns of liquidity-sensitive asset strategies[23][24] Factor Backtesting Results - **Market Liquidity Stress Signal Timing Strategy**: Annualized return 7.42%, Sharpe ratio 0.91, maximum drawdown -23.65%, Sortino ratio 1.28[9][25]

Investment Rating - The report indicates a positive outlook on hard assets, particularly metals, due to their potential for price appreciation amid geopolitical risks and macroeconomic uncertainties [1][5]. Core Insights - Geopolitical risks and supply chain vulnerabilities are driving sovereign demand for commodities as a form of insurance, leading to increased inventory accumulation and domestic production support [1][3]. - The transition to hard assets is seen as a key driver for the overall rise in commodity prices, with metals expected to outperform energy due to their smaller market size and constrained supply response [1][5]. - There are two observed waves of investment: the first focused on inflation hedging and portfolio diversification, while the second emphasizes strategic asset allocation in commodities, particularly in response to geopolitical risks [1][6]. Summary by Sections Geopolitical and Economic Context - Sovereign demand for commodities has increased as countries seek to hedge against geopolitical and financial tail risks, with significant purchases of gold observed since 2022 [3][4]. - The copper market has shown signs of supply-demand imbalance, with U.S. inventory accumulation leading to price increases despite an overall surplus [3][4]. Investment Trends - The report notes a significant increase in commodity net managed funds, up 50% compared to the average levels in 2024, indicating strong demand for hard assets [4][6]. - The hard asset rotation is expected to continue, with a focus on metals initially, followed by basic metals, as investors seek to enhance portfolio resilience [1][6]. Price Dynamics - The report highlights that the price impact of hard asset rotation could be significant due to the smaller scale of the commodity markets compared to equities and bonds [5][6]. - Historical relationships suggest that increases in gold holdings can lead to substantial price increases, with copper and oil also expected to respond positively to increased positions [5][6]. Supply Chain and Storage Considerations - The report emphasizes the importance of supply chain resilience and the rising costs of transportation, which are critical factors in the current market environment [2][6]. - Storage capabilities are becoming increasingly important as investors look to enhance system flexibility amid rising demand for physical commodities [6][7]. Future Outlook - The report suggests that the current phase of investment in hard assets is just the beginning, with potential for further capital inflows as investors adapt to new asset classes [6][7]. - The unique characteristics of gold as a hedge against extreme risk events are highlighted, while the need for broader commodity diversification is emphasized to mitigate supply disruption risks [8][9].

Core Viewpoint - Hangzhou Relian Group Co., Ltd. has submitted an application for listing on the Hong Kong Stock Exchange, aiming to leverage its position as a leading global commodity service provider and trader in China [4][6]. Company Overview - Established in March 2001, Hangzhou Relian Group is a prominent player in the global commodity industry, dealing with over 285 types of physical goods, including black metals, chemicals, non-ferrous metals, and others [4][6]. - According to Frost & Sullivan, the company ranks as the fifth largest commodity service provider in China by trade volume in 2024, and it holds significant positions in various categories, including being the second largest steel exporter and third largest in iron ore and rubber services [6]. Financial Performance - For the fiscal years 2023 and 2024, the company's revenue is projected to be CNY 252.13 billion and CNY 270.63 billion, respectively, with gross profits of CNY 2.18 billion and CNY 1.90 billion [7]. - The net profit for the same periods is expected to be CNY 1.03 billion and CNY 1.43 billion, indicating a stable profit margin [7]. - In the first ten months of 2025, the company reported a revenue of CNY 230.27 billion, reflecting a year-on-year growth of 7.3%, with a net profit of CNY 1.17 billion, up 41.7% year-on-year [8]. Market Position - The company has established a global business footprint, with subsidiaries and offices in 14 countries and regions, conducting trade activities in over 80 countries [6]. - The gross profit margins for 2023, 2024, and the first ten months of 2025 are reported to be stable at 0.9%, 0.7%, and 0.3%, respectively [9].

Core Insights - The upcoming Winter Olympics will feature the most expensive medals in history due to soaring precious metal prices, with gold and silver prices having increased significantly since the last Olympics [1][3] - The demand for precious metals is expected to remain strong, driven by geopolitical uncertainties and rising government debt levels, with predictions that the prices for gold and silver medals at the 2028 Summer Olympics will exceed current values [1] Group 1: Medal Value and Composition - The gold medal for the Milan Winter Olympics is valued at approximately $2,300, more than double its value during the Paris Olympics, while the silver medal is valued at nearly $1,400, three times its previous value [3] - The gold medal is made from recycled metals, weighing 506 grams, with only 6 grams being pure gold; the silver medal consists of 500 grams of pure silver, and the bronze medal is made of 420 grams of copper, valued at $5.60 [3] Group 2: Historical Context and Collectibility - Olympic medals have not been made of pure gold since the 1912 Stockholm Olympics, where the gold medal weighed 26 grams and was valued at less than $20 at the time [3] - As collectibles, Olympic medals can sell for much higher than their intrinsic metal value, with a 1912 gold medal selling for £19,000 in 2015; however, most athletes do not sell their medals due to their sentimental value [4]

Core Viewpoint - The Zhengzhou International Commodity Trading Center is a significant project aimed at establishing a comprehensive trading platform for bulk commodities, enhancing logistics and supply chain capabilities, and positioning Zhengzhou as a key player in the global commodity market [3][4]. Group 1: Project Overview - The first phase of the Zhengzhou International Commodity Trading Center has a total investment of approximately 4.7 billion yuan, covering an area of about 1,500 acres, with a total construction area of 567,500 square meters [4]. - The project includes a trading center, service center, and four office buildings, all of which have reached the topping-out stage, with completion expected by the end of June [3][4]. Group 2: Operational Features - The trading platform is set to launch its technical operations in March, offering various trading and delivery services, including spot listing, warehouse receipts, auction trading, and capacity pre-sale [3]. - The average daily trading volume is projected to exceed 80 million yuan as the variety of traded commodities increases [3]. Group 3: Strategic Importance - The trading center aims to become a pivotal point for the national and global bulk commodity supply chain, enhancing the logistics and trade capabilities of Zhengzhou [3][4]. - The project aligns with national policies on enhancing security capabilities in key areas, particularly in the storage and logistics of essential goods like grain and fertilizers [4]. Group 4: Future Prospects - The center is expected to facilitate international trade through the China-Europe Railway Express, promoting the liberalization and convenience of bulk commodity trade [5]. - It will also integrate with local free trade zones and innovation zones to enhance resource allocation capabilities and support the upgrading of related industrial chains [5].

Group 1 - A meeting on the integrated promotion mechanism for the allocation of bulk commodity resources was held in Hangzhou, focusing on the key tasks for 2026 and advancing the construction of "three bases and two centers" [1] - Xiangyu Co., Ltd. signed a strategic cooperation agreement with China Railway Tielong Container Logistics Co., Ltd. to enhance logistics infrastructure for "North Grain South Transport" [1] - Guizhou Provincial Trading Group was established as a large comprehensive trading service platform, integrating resources from eight related enterprises to conduct core businesses [1] Group 2 - The Wehai International Marine Commodity Trading Center announced its exit from the trading venue industry, ceasing operations related to bulk commodity trading [2] - A digital trading platform for egg products was launched, led by Handan Baorui Supply Chain Management Co., Ltd., integrating artificial intelligence [2] - The Hong Kong government is accelerating the establishment of a central settlement system for gold, with plans for trial operation within the year [2] Group 3 - The Shanghai Municipal Committee released suggestions for the 15th Five-Year Plan, emphasizing the strengthening of bulk commodity resource allocation and the construction of a national warehouse registration center [2] - Beijing Iron Ore Trading Center and Dalian Commodity Exchange held discussions to enhance index compilation methods and promote market collaboration [2] Group 4 - The Xinhua Index Research Institute released reports on global shipping logistics and the operation of the Shandong Port bulk commodity index [3] - Tianjin Trading Group was established to create a unified resource trading system and promote online trading services [3] Group 5 - The Zhejiang International Bulk Commodity Trading Center completed its first transaction of non-ferrous metal spot warehouse receipts [4] - The Shanghai Clearing House launched central counterparty clearing services for RMB gasoline and diesel swaps [5]

Group 1 - The core focus of local government reports during the ongoing regional two sessions is the establishment of a "bulk commodity resource allocation hub" to enhance trading platform services and promote efficient resource allocation for a unified national market [1] - Zhejiang province is advancing the construction of a bulk commodity spot and futures integrated market, with a plan to increase spot trading scale and industry influence by 2027 and to enhance the impact of commodity price indices by 2030 [2] - Hubei province is developing a "seven major elements" trading service platform to facilitate the efficient allocation of various resources, with a focus on technology transfer and data sharing [3] Group 2 - Shandong province is committed to high-level opening up, focusing on stabilizing foreign trade and investment, and enhancing the role of Qingdao and Rizhao ports as national bulk commodity resource allocation hubs [4] - Henan province is accelerating integration into the national unified market, with a focus on logistics and commodity circulation, and has initiated comprehensive reforms to enhance market efficiency [5][6] - Tianjin is promoting a high-efficiency resource allocation market system, encouraging innovation in trading platforms and financial services to enhance the overall efficiency of resource allocation [7]

Group 1 - Benjamin Binet-Laisne, the former head of precious metals trading at Goldman Sachs, will join Mercuria Energy Group, marking a significant personnel move in the metals sector [1] - Mercuria, known for oil and gas trading, has expanded its metals trading team to approximately 150 people since hiring Kostas Bintas, the former co-head of metals at Trafigura, in 2024 [1] - The demand for precious metals investment has surged amid rising geopolitical risks and investor withdrawals from currencies and U.S. Treasuries, prompting major commodity traders to accelerate the formation of trading teams [1] Group 2 - Top commodity traders Trafigura and Gunvor have established precious metals trading teams in the past year, while competitors IXM and Mercuria continue to recruit [1]

Core Viewpoint - The article highlights a historic breakthrough in gold prices, surpassing $5000 per ounce, indicating a significant shift in global asset allocation logic and a transition from traditional safe-haven trading to a focus on currency devaluation trades driven by systemic concerns over sovereign currency stability [2][4]. Group 1: Market Dynamics - As of January 26, gold prices reached a record high, with spot gold rising approximately 0.8% and silver increasing over 2% [2]. - The decline of the US dollar index below 97 has contributed to the rise in precious metal prices, reflecting a broader market sentiment [4]. - Analysts suggest that the current rise in gold prices is not merely speculative but represents a long-term change in asset allocation logic, with any price pullback likely viewed as a buying opportunity [6]. Group 2: Structural Changes in Asset Allocation - The attractiveness of traditional safe assets is diminishing as the interest rate environment shifts, with a move from "yield priority" to "credit safety priority," thereby reinstating gold's core allocation status [7]. - Goldman Sachs notes that gold's allocation in private financial assets remains low at approximately 0.17%, but even a slight increase in this allocation could significantly impact gold prices, potentially driving them up by about 1.4% for every 0.01% increase in allocation [7]. - Central bank purchases of gold are becoming a crucial factor supporting the long-term trend in gold prices, as these institutions increasingly view gold as a strategic reserve asset amid a trend of "de-dollarization" [8]. Group 3: Historical Trends and Future Projections - Historical data indicates that gold prices tend to continue rising after significant annual increases, with a notable probability of further gains following a 20% rise in a given year [8]. - Projections suggest that after a 27% increase in 2024, gold prices could rise by an additional 65% in 2025, underscoring the strong trend characteristics of the current gold market [8]. - The article concludes that the recent surge in gold prices is a result of multiple structural forces, including geopolitical uncertainty, global debt expansion, the initiation of a rate-cutting cycle, and ongoing central bank purchases [8].

Core Viewpoint - The Tianjin Free Trade Zone has released measures to promote the high-quality development of bulk commodity trading venues, reflecting a dual focus on practical advancement and innovative leadership in response to national policies on building a commodity trading center and resource allocation hub [1] Group 1: Policy Measures - The document outlines six areas and twelve specific measures aimed at enhancing the quality of bulk commodity trading venues in Tianjin, showcasing years of policy exploration and innovation in the sector [1] - The measures serve as a practical implementation path for the high-quality development of Tianjin's bulk commodity trading venues and provide a replicable model for the national industry [1] Group 2: Historical Context - Tianjin has a historical significance in the bulk commodity trading sector, having established the influential Tianjin United Exchange in the early 1990s, which once held domestic pricing rights for red beans [2] - The establishment of the Tianjin Precious Metals Exchange in 2008 aimed to create a globally influential trading platform, but the proliferation of similar local platforms led to regulatory challenges and a shift in trading models [3] Group 3: Current Development Strategy - Tianjin's strategy now focuses on compliance and innovation in the bulk commodity trading sector, driven by the city's industrial structure and economic characteristics [4] - The city aims to build national-level financial infrastructure to support a new development pattern that integrates industrial upgrading with financial aggregation [4] Group 4: Comprehensive Service Platform - The evolving trading venues in Tianjin are transitioning from traditional trading platforms to comprehensive service platforms that address various business needs, including trade circulation, financing, and risk management [5] - These platforms integrate multiple stakeholders, including enterprises, financial institutions, and logistics providers, to create a collaborative ecosystem that enhances the efficiency of commodity trading [6] Group 5: Technological Integration - Current trading venues in Tianjin are actively collaborating with innovative policies to accelerate their transformation into comprehensive service platforms, leveraging technologies like AI, big data, and blockchain [4][6] - The Tianjin International Oil and Gas Trading Center has introduced flexible trading mechanisms that have generated significant value for supply chain participants, indicating a positive market response [6]