Swing trading
This is a style of trading wherein prices have to be anticipated in a pattern of days up to weeks as the swing trade catches the wave of a price movement within the trend or in a cycle. Swing traders differ from day traders, who usually open and close their positions on the same day because a swing trader will exploit the natural swing in the market by holding for a few days to weeks. The objective is to capitalise on a stock’s or other asset’s movement during a specific trend, either by entering at the beginning of a price swing or riding the trend until it reverses.
Swing trading enables investors to stay away from the disruption caused by fluctuations in the short term and the long-term commitment of buy-and-hold investment. Swing trading is favored by people looking for a balanced approach to trading and investing since it may be less time-consuming than day trading and provides traders with the chance to profit from market movements. This type of trading provides more freedom than day trading, enabling traders to combine their day occupations with market involvement while aiming to profit from price volatility.
Swings traders often employ different types of technical analysis, like moving averages, momentum indicators, chart patterns, and trend lines, to track down those price swings. It means trying to catch a bull’s signal while taking profits during signs of the beginning or ending phases.
In the US and Singapore markets, highly liquid assets such as stocks, commodities, foreign exchange (forex), and ETFs are traded based on swing trading. Generally, technical indicators of short-term price movements are used, and positions are entered while the market is volatile.
Table of Contents
What is swing trading?
The financial markets frequently use swing trading, which is particularly common in the stock, forex, and commodity markets. This type of short- to medium-term trading seeks to take advantage of price “swings” or changes within the price trend of an underlying asset.
Swing trading often lasts from a few days to several weeks as opposed to day trading, which includes starting and closing positions inside a single trading day or long-term investment, when assets are maintained for a lengthy period.
Swing traders try to profit from price fluctuations that take place between support and resistance levels. Their judgments are based on the research of technical and fundamental indicators.
Understanding swing trading
In order to capitalise on short- to medium-term market fluctuations, swing traders frequently maintain positions for a few days to several weeks. Swing traders often look for possible trades using both technical and fundamental analysis. To help them decide, they frequently employ indicators like moving averages and the relative strength index (RSI), as well as trends, patterns, support and resistance levels.
Swing traders use stop-loss orders to limit possible losses and calculate the risk-to-reward ratio for each trade. To control risk and be consistent with the trader’s overall risk tolerance and portfolio, the size of holdings is carefully determined.
Patience and discipline are essential for successful swing trading since they allow you to wait for the best entry and exit moments according to your selected trading strategy.
Key Principles:
- Trend-following: Swing traders usually follow market trends, trying to catch both uptrends (bullish) and downtrends (bearish) for price movements. Trends usually consist of alternating periods of price advances and declines; therefore, they are predictable with technical analysis.
The key to successful swing trading is the risk-to-reward ratio. Swing traders are often focused on a ratio of 1:2, which means they’re willing to risk $1 to make $2 potentially. This will ensure that even with a lower win rate, profitability is achievable in the long term.
- Medium-Term Holding: Swing traders usually hold positions for a few days to several weeks as they wait for a price movement big enough to generate a profit, but not as long as position traders who may hold for months.
- Leverage: Swing traders can use margin or leverage to expand their positions and magnify risks and returns. In the Singapore and US markets, margin trading is allowed but requires prudence since margins can also magnify losses during volatile market conditions.
How does swing trading work?
Swing traders look for chances by examining past price data, chart patterns, and important technical indicators like moving averages, the Relative Strength Index (RSI), and Fibonacci retracement levels. Based on these studies, they seek to enter a trade when they predict a favorable price swing. The trader thereafter establishes precise entry and exit points as well as stop-loss and profit goals.
Swing traders can maintain positions for a number of days or even weeks since they are not limited by the requirement to complete deals within a single day, as opposed to day traders. This method is appropriate for those with hectic schedules since it offers more freedom and requires less continual supervision.
Swing trading methods
Swing trading employs various methods to identify trading opportunities, and these methods are tailored to the trader’s preferences, risk tolerance, and the specific market they are trading. Some of the common methods include:
Technical analysis
- Chart Patterns: Swing traders look for patterns like head and shoulders, flags, and double tops/bottoms to predict price reversals.
- Moving Averages: They use moving averages to identify trends and potential reversal points.
- Support and Resistance: Swing traders focus on price levels where an asset tends to reverse its direction.
Importance of swing trading

Swing trading holds importance in the financial markets for several reasons:
Swing trading can be executed in highly liquid markets, ensuring traders can enter and exit positions with ease.
- Price efficiency
It contributes to price discovery and market efficiency by exploiting price discrepancies.
- Risk mitigation
Swing trading allows traders to manage and mitigate risk through prudent strategies.
- Diversification
Traders can diversify their portfolios by engaging in swing trading alongside other investment strategies.
Benefits of swing trading
- Profit potential
Swing trading gives the chance to make substantial profits by taking advantage of long-term market trends. Traders who are adept at spotting trends and reversals stand to benefit significantly.
- Reduced stress
Compared to day trading, swing trading is less stressful. Traders do not have to constantly monitor the markets, enabling them to pursue other activities or maintain full-time jobs while trading.
- Flexibility
Stock, forex, and commodity markets are just a few of the financial areas where swing trading is applicable. This flexibility allows traders to choose markets that align with their expertise and preferences.
- Risk management
Swing traders can use stop-loss orders to develop risk management methods and minimise possible losses. This promotes profit preservation and capital protection.
Swing Trading Strategies
Swing trading strategies can be widely different based on the market that is traded, the style of the trader, and the asset class. Here are a few of the commonly used strategies:
- Breakout Strategy
How It Works: A breakout takes place when a price breaks an important level of support or resistance, suggesting that it has enough directional strength. Usually, a breakout trader enters a trade during or at the break of this significant level and waits for the price momentum to sustain further in that particular direction.
For example, in the US market, after a smash earnings report, if Tesla (TSLA) breaks above the resistance level of $750, even swing traders might buy in, anticipating a price jump to the next resistance level.
- Retracement (Pullback) Strategy
How It Works: A retracement strategy exploits short-term reversals within an ongoing trend. Swing traders use this strategy to buy during a pullback when the price moves in the opposite direction of the trend, and sell once the trend resumes.
Example: Assume that the price of MSFT is trending upwards but stalls out and falls to its 50-day moving average. Here, the swing trader might view this as an excellent opportunity for looking to buy because he or she feels the trend may continue.
- Moving Average Crossovers
How It Works: Moving averages are lagging indicators that smooth out price data. When a short-term moving average, such as a 10-day moving average, crosses above a long-term moving average, such as a 50-day moving average, it is a bullish signal and traders will enter a long position. Conversely, when the short-term moving average crosses below the long-term moving average, it’s a bearish signal and the trader will look to go short.
Example: In the Singapore market, when the Straits Times Index (STI) 10-day moving average crosses above the 50-day, swing traders might buy the index, expecting it to continue rising.
- Range Trading Strategy
How It Works: Range traders identify stocks or assets trading within a defined price range and look to buy at support levels and sell at resistance levels. This strategy works well for assets not trending strongly in either direction.
Example: A range-bound stock like Singapore Airlines (SIA) could be a candidate for range trading if it consistently bounces between $5 and $6. The swing trader will buy at $5 and sell at $6.
Risk Management in Swing Trading
Risk management is essential in swing trading, especially because markets can be very volatile. Proper risk management protects traders from losing large amounts of their capital during unfavourable market conditions.
- Position Sizing
Position sizing refers to calculating how much of an asset to trade based on the available capital and the trader’s risk appetite. Swing traders risk 1-2% of their total capital on any single trade.
- Stop-Loss Orders
Stop-loss orders are essential tools to minimise potential losses. A stop-loss automatically sells when the price falls to a certain point. This means the traders would not lose more than they can afford to.
Example: Using the US market, in the case of Apple (AAPL), a trader may set a stop-loss order at 3 percent below his purchase price to limit his downward potential risk.
- Risk-Reward Ratio
The risk-reward ratio determines how much risk a trader will take versus the potential reward. A favourable risk-reward ratio is essential for long-term profitability. Many swing traders aim for a risk-reward ratio of at least 1:2.
- Diversification
Diversification helps minimise risk since investments are spread across various asset classes or sectors. A swing trader in Singapore might trade in the local stock market (SGX) and commodities like gold or oil, spreading out the potential blow of a downturn in one of these markets.
Examples of swing trading
Let’s consider two examples to illustrate swing trading:
Stock swing trading
For swing trading, a trader observes a well-defined uptrend in a particular stock. Then the trader identifies a support level and anticipates a price bounce off that support. The trader goes long (buys) when the stock approaches the support level. The trader then sets a stop-loss order slightly below the support to manage risk and a profit target at a resistance level. Once the stock reaches the resistance, the trader exits the position, realising a profit.
Forex swing trading
A swing trader in the forex market picks out a currency pair that has been trading in a range-bound pattern for a while. The trader believes that prices will break out of this area. The trader then opens a position (long or short) in the breakout direction when the price makes a move. The trader establishes a stop-loss and a profit objective and keeps track of the trade’s development. The trader closes the transaction when the price hits the profit objective.
Example 1: US Stock – Tesla (TSLA)
- Market Environment: Tesla is quite volatile, thus creating swings to trade upon.
- Entry: TSLA has been consolidating for several days between $700 and $750. It has finally broken above the $750 resistance.
- Exit: Exit at the $800 level. This is an important resistance and a move above that can be an entry point to long positions.
Example 2: Singapore Stock – DBS Group (D05.SI)
- Market Context: DBS Group is one of the largest banks in Singapore and tends to be volatile during earnings reports or major economic events.
- Entry: After a positive earnings announcement, the trader sees a breakout above $30, a previous resistance point.
- Exit: The trader sells at $33, expecting a pullback based on previous price action.
Conclusion
Swing trading is a flexible and potentially profitable strategy best suited for traders who prefer a more balanced approach than day trading. Focusing on medium-term price movements, swing traders can profit from volatility without the time commitment of more intensive strategies. Proper risk management, strategic planning, and a deep understanding of the markets make swing trading an effective way to build wealth in the US and Singapore markets.
Frequently Asked Questions
The primary objective of swing trading is to profit from the short to medium-term price swings within an underlying asset’s trend. Depending on the expected direction of the price movement, swing traders try to buy low and sell high or sell high and purchase low.
Swing trading involves analysing historical price data, technical and fundamental indicators to identify trading opportunities. Traders set entry and exit points, stop-loss orders, and profit targets to capture price swings over several days to weeks.
To find trading opportunities, swing traders use a variety of techniques, such as technical analysis (chart patterns, moving averages, support/resistance) and fundamental research (economic data, news events).
Swing traders can benefit from profit potential, reduced stress, flexibility, and risk management. They have the opportunity to capture significant price swings in various markets.
Advantages:
- Profit potential from price swings.
- Reduced stress compared to day trading.
- Flexibility in choosing markets
- Risk management through stop-loss orders.
Disadvantages:
- Not suitable for all traders, as it requires time and analysis.
- Potential for losses if trends are misjudged.
- Holding positions overnight exposes traders to overnight risks.
Related Terms
- Option Adjusted Spread (OAS)
- Beta Risk
- Bear Spread
- Execution Risk
- Exchange-Traded Notes
- Dark Pools
- Firm Order
- Covered Straddle
- Chart Patterns
- Candlestick Chart
- After-Hours Trading
- Speculative Trading
- Average Daily Trading Volume (ADTV)
- Sector-Specific Basket
- Regional Basket
- Option Adjusted Spread (OAS)
- Beta Risk
- Bear Spread
- Execution Risk
- Exchange-Traded Notes
- Dark Pools
- Firm Order
- Covered Straddle
- Chart Patterns
- Candlestick Chart
- After-Hours Trading
- Speculative Trading
- Average Daily Trading Volume (ADTV)
- Sector-Specific Basket
- Regional Basket
- Listing standards
- Proxy voting
- Block Trades
- Undеrmargin
- Buying Powеr
- Whipsaw
- Index CFD
- Initial Margin
- Risk Management
- Slippage
- Take-Profit Order
- Open Position
- Trading Platform
- Debit Balance
- Scalping
- Stop-Loss Order
- Cum dividend
- Board Lot
- Closed Trades
- Resistance level
- CFTC
- Open Contract
- Passive Management
- Spot price
- Trade Execution
- Spot Commodities
- Cash commodity
- Volume of trading
- Open order
- Bid-ask spread
- Economic calendar
- Secondary Market
- Subordinated Debt
- Basket Trade
- Notional Value
- Speculation
- Quiet period
- Purchasing power
- Interest rates
- Plan participant
- Performance appraisal
- Anaume pattern
- Commodities trading
- Interest rate risk
- Equity Trading
- Adverse Excursion
- Booked Orders
- Bracket Order
- Bullion
- Trading Indicators
- Grey market
- Intraday trading
- Futures trading
- Broker
- Head-fake trade
- Demat account
- Price priority
- Day trader
- Threshold securities
- Online trading
- Quantitative trading
- Blockchain
- Insider trading
- Equity Volume
- Downtrend
- Derivatives
Most Popular Terms
Other Terms
- Compound Yield
- Brokerage Account
- Discretionary Accounts
- Industry Groups
- Growth Rate
- Green Bond Principles
- Gamma Scalping
- Funding Ratio
- Free-Float Methodology
- Foreign Direct Investment (FDI)
- Floating Dividend Rate
- Flight to Quality
- Real Return
- Protective Put
- Perpetual Bond
- Non-Diversifiable Risk
- Merger Arbitrage
- Liability-Driven Investment (LDI)
- Income Bonds
- Guaranteed Investment Contract (GIC)
- Flash Crash
- Equity Carve-Outs
- Cost of Equity
- Cost Basis
- Deferred Annuity
- Cash-on-Cash Return
- Earning Surprise
- Capital Adequacy Ratio (CAR)
- Bubble
- Asset Play
- Accrued Market Discount
- Ladder Strategy
- Junk Status
- Intrinsic Value of Stock
- Interest-Only Bonds (IO)
- Interest Coverage Ratio
- Inflation Hedge
- Industry Groups
- Incremental Yield
- Industrial Bonds
- Income Statement
- Holding Period Return
- Historical Volatility (HV)
- Hedge Effectiveness
- Flat Yield Curve
- Fallen Angel
- Exotic Options
- Event-Driven Strategy
- Eurodollar Bonds
- Enhanced Index Fund
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LHN Reports Strong Growth Momentum Driven by Coliwoo Expansion
Company Overview LHN Ltd is a Singapore-based company operating in the co-living and property development sectors. Through its Coliwoo brand, the company has positioned itself as a key player in the growing co-living market, while also maintaining interests in property development and other business segments. Strong Financial Performance Drives Optimism LHN Ltd delivered impressive results in the second half of 2025, with earnings exceeding Phillip Securities Research's expectations. The company's full-year 2025 revenue and profit after tax and minority interests reached 100% and 109% of forecasts, respectively. This strong showing was primarily driven by a substantial jump in co-living earnings, highlighting the company's strategic focus on this growing market segment. The company also announced an increase in dividend distribution, with final and special dividends totalling S$0.03, up from S$0.02 in the previous fiscal year. Aggressive Expansion Plans for Coliwoo The expansion trajectory for LHN's Coliwoo co-living platform remains exceptionally strong, with significant room inventory growth on the horizon. Currently, 714 rooms are undergoing renovation, with an additional 1,500 rooms in the planning pipeline. This expansion represents a remarkable 75% increase from the existing base of 2,933 rooms. The company has identified diverse opportunities across multiple property types, including hotel licenses, student accommodations, commercial buildings, and management contracts. LHN’s management has set an ambitious target of adding approximately 800 rooms annually, translating to a compound annual growth rate of around 27%. Investment Recommendation and Valuation Phillip Securities Research maintains a BUY recommendation for LHN Ltd, though it has adjusted its valuation methodology following the listing of Coliwoo. The research team now employs a sum-of-parts valuation approach, moving away from its previous 13 times price-to-earnings ratio method. Under this new framework, Coliwoo is valued on a mark-to-market basis with a 10% discount, property development assets at book value, and other remaining business operations at 10 times price-to-earnings. The target price has been revised from S$1.13 to S$0.85. Despite this adjustment, the investment case remains compelling, supported by higher expected dividend yields and new growth areas, including storage space and facilities management businesses. The stock offers attractive valuations with a dividend yield near 6% and an adjusted price-to-book ratio of 0.9 times. This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.

Frasers Property Limited: Value Yet to Be Recognised
Strategic Property Development Across Key Markets Frasers Property Limited (FPL) continues to demonstrate its strategic positioning across diverse property sectors through its recent showcase at Frasers Day Bangkok 2025. The company's portfolio spans industrial, residential, and mixed-use developments, highlighting its comprehensive approach to property development and investment. Key Development Projects Drive Growth The company's recent property visits revealed three flagship projects that exemplify FPL's development strategy. ARAYA – The Eastern Gateway This prime industrial-tech ecosystem is strategically located just 20 minutes from Suvarnabhumi Airport. This development features state-of-the-art infrastructure and comprehensive one-stop services designed to serve modern industries, positioning it as a key industrial hub in the region. GUTE Sukhumvit 76 In the residential sector, GUTE Sukhumvit 76 showcases FPL's high-end development capabilities. This premium residential project comprises 118 detached and semi-detached units across 5.36 hectares, offering spacious layouts and community amenities that cater to upscale suburban living preferences. One Bangkok The crown jewel of FPL's portfolio is One Bangkok, a fully integrated mixed-use district spanning 17 hectares. This comprehensive development features luxury residences, Grade-A offices, diverse retail concepts, hotels, and cultural spaces, representing the company's ability to create vibrant urban ecosystems. Capital Recycling Strategy Addresses Valuation Gap Capital recycling remains a central focus for FPL as the company works to address its significant 57% discount to book value. The group has actively recycled capital into its listed REITs in both Singapore and Thailand, as well as to third parties, with the dual objectives of unlocking value and reducing net debt-to-equity, which currently stands at 89.2% as of September 30, 2025. In FY25, FPL executed S$1.4 billion in divestments, with 45% of proceeds recycled into its listed REITs. The company's key earnings drivers include building its development pipeline through high-quality land acquisitions and strong sell-through rates, the continued ramp-up of One Bangkok, unlocking value through strategic asset recycling, and strengthening recurring fee-based income streams. FPL maintained its commitment to shareholders by paying 4.5 cents per share in dividends in FY25, delivering a dividend yield of 4.4%, while pursuing its broader strategic transformation initiatives. Conclusion As FPL advances its pipeline and unlocks value through targeted recycling efforts, the group continues to demonstrate its ability to create resilient income streams and high-impact landmark developments. With a strengthened balance sheet, expanding development momentum, and iconic projects like One Bangkok setting new benchmarks in urban living, FPL is charting a path of sustained growth. Investors can look forward to a company progressively closing its valuation gap while driving long-term value across multiple real estate sectors. This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Reference URL https://www.poems.com.sg/stock-research/FCPTA.SG/ Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.
Semiconductor Sector Shows Strong Recovery in Q3 2025
Revenue Growth Signals Market Turnaround The semiconductor industry posted robust performance in the third quarter of 2025, with revenue surging 31% year over year to US$216 billion. This marked a significant acceleration from the second quarter's 27% growth, indicating a strengthening recovery trajectory for the sector. Profit after tax and minority interest (PATMI) rose even more dramatically, jumping 93% year-over-year to US$84 billion, representing the highest annual increase since the third quarter of 2024. Technology Transition Drives Growth The sector's strong performance was primarily driven by cloud service providers' strategic transition to cutting-edge technology solutions. Key drivers included the adoption of NVIDIA's Blackwell GB300 GPUs and AMD's MI350 series GPUs, as hyperscalers continued their aggressive capital expenditure programmes. This technological shift reflects the industry's ongoing evolution toward more advanced processing capabilities to meet growing computational demands. Competitive Dynamics in the GPU Market Despite intensifying competition, NVIDIA has maintained its dominant position in the GPU market with over 90% market share across the past two quarters. This resilience comes even as competitors offer compelling alternatives, with Google's TPU delivering an estimated 70% better performance per watt and a lower average selling price (~ 46%) than NVIDIA's Blackwell GPUs. Similarly, AMD's MI350 GPU provides approximately 11% better performance per watt and 29% lower pricing. However, NVIDIA's competitive advantage lies in its CUDA software ecosystem, which creates substantial switching costs for customers considering alternatives from AMD or Google. While competitive pricing may pressu margins, its CUDA software ecosystem continues to provide significant protection for its market position. Processor and Memory Outlook The processor and memory segments have experienced five consecutive quarters of decelerating growth since Q3 2024, with trailing twelve-month revenue growth moderating to 51% and 29% respectively. However, analysts believe this deceleration is approaching its trough, supported by hyperscalers' sustained 66% year-over-year capital expenditure growth in Q3 2025, following 65% and 62% growth in the previous quarters. This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Reference URL https://www.poems.com.sg/stock-research/strategy-report/semiconductor-3q25-update-processor-and-memory-poised-for-growth-acceleration/ Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.

Salesforce Delivers Strong Performance with Informatica Acquisition Boost
Company Overview Salesforce Inc. is a leading cloud-based software company that provides customer relationship management (CRM) solutions and enterprise applications. Its comprehensive cloud computing services enables businesses across various industries manage customer interactions, sales processes, and marketing campaigns.. Strong Quarterly Results Exceed Expectations Salesforce delivered impressive third-quarter fiscal 2026 results, that met revenue expectations while significantly outperforming on earnings. The company's nine-month fiscal 2026 revenue reached 74% of its full-year forecast, while adjusted profit after tax and minority interests reached 80% of its annual projections. Earnings strength was driven by the delayed timing of expenses and improved bad-debt collections, which enhanced overall profitability. Informatica Acquisition Drives Guidance Upgrade The completion of Salesforce's acquisition of Informatica has provided a substantial boost to the company's growth trajectory. Management raised fourth-quarter fiscal 2026 guidance, with the completed Informatica deal contributing a significant three percentage points to revenue growth, bringing the total expected growth to 11-12%. Subscription and Support growth for fiscal 2026 also rose by 0.8 percentage points, resulting in a robust 10% year-over-year increase. Investment Recommendation and Valuation Phillip Securities Research maintains a BUY rating on Salesforce, raising its target price to US$382.00, up from US$364.00. This reflects upward adjustments of 1% to fiscal 2026 revenue and 5% adjusted profit forecasts, following the strong third-quarter results and upgraded guidance. The research firm's valuation methodology remains consistent, with weighted-average cost of capital at 8.4% and terminal growth at 6%. The adjusted fiscal 2026 forward price-to-earnings ratio of 22.7x offers an attractive valuation, trading below the one-year historical average of 25.3x. This suggest potential upside for investors seeking exposure to the cloud computing sector. Conclusion As FPL advances its pipeline and unlocks value through targeted recycling efforts, the group continues to demonstrate its ability to create resilient income streams and high-impact landmark developments. With a strengthened balance sheet, expanding development momentum, and iconic projects like One Bangkok setting new benchmarks in urban living, FPL is charting a path of sustained growth. Investors can look forward to a company progressively closing its valuation gap while driving long-term value across multiple real estate sectors. This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Reference URL https://www.poems.com.sg/stock-research/CRM/ Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.

OUE REIT Maintains Strong Performance Amid Strategic Repositioning
Company Overview OUE REIT is a diversified real estate investment trust with a portfolio spanning office, retail, and hospitality segments. With assets in Singapore and international locations, the REIT is positioning itself as a key player in the commercial real estate sector. Strong Operational Performance Across All Segments OUE REIT continues to demonstrate robust performance across its three primary business segments. The office segment has particularly benefited from the ongoing flight-to-quality trend, which has driven impressive rental reversions of 9.3% in the third quarter of 2025. This trend reflects tenants' preference for premium office spaces, reinforcing the REIT's positioning in high-quality commercial properties. The retail segment has shown resilience through its unique food and beverage offerings and exposure to the ultra-luxury market. This strategic positioning has helped the segment maintain stable performance despite broader retail market challenges. Meanwhile, the hospitality segment presents an optimistic long-term outlook, supported by an attractive sponsor pipeline, increased efforts to secure MICE (meetings, incentives, conferences, and exhibitions) business, and active room rate management. Capital Reallocation and Growth Strategy A significant development for OUE REIT was the successful repatriation of S$318 million in net divestment proceeds from the sale of Lippo Plaza Shanghai. While the specific allocation of these funds are still under review, management has indicated that debt repayment will be prioritised, which should improve the REIT's gearing ratios. The organisation has also made notable progress on its acquisition strategy, actively screening investment opportunities in Japan and Australia. The REIT’s management has specifically highlighted Australia as the preferred market for office asset acquisitions, particularly Sydney’s office market's attractive characteristics, citing their limited supply and strong demand dynamics. Investment Recommendation Phillip Securities Research maintains a BUY recommendation for OUE REIT with an unchanged target price of S$0.40. The research house expects growth opportunities to primarily emerge from international acquisitions, particularly noting that the Sydney office segment represents a potentially compelling entry point given current market condition. Frequently Asked Questions Q: What is Phillip Securities Research's recommendation for OUE REIT? A: Phillip Securities Research maintains a BUY recommendation with a target price of S$0.40. Q: How much did OUE REIT receive from the Lippo Plaza Shanghai sale? A: OUE REIT received net divestment proceeds of S$318 million from the sale, which have been repatriated to Singapore. Q: What was the rental reversion performance in the office segment? A: The office segment achieved rental reversions of 9.3% in the third quarter of 2025. Q: Which markets is OUE REIT considering for future acquisitions? A: OUE REIT is screening opportunities in Japan and Australia, with Australia being the preferred market for office assets. Q: What factors support the retail segment's performance? A: The retail segment is supported by unique food and beverage offerings and exposure to the resilient ultra-luxury market. Q: What is driving the hospitality segment's positive outlook? A: The hospitality segment benefits from an attractive sponsor pipeline, efforts to secure more MICE business, and active room rate management. Q: How will the sale proceeds likely be used? A: While not finalised, priority will be given to debt repayment, which should improve the REIT's gearing ratios. Q: What makes the Sydney office market attractive for OUE REIT? A: The Sydney office segment offers limited supply and strong demand, creating a potentially compelling entry point for investment. This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Reference URL https://www.poems.com.sg/stock-research/OUECR.SG/ Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.

ETF Market Review: Most ETFs up in November; gold expected to extend recent gains
November Performance Overview The ETF market delivered mixed results in November, with most funds posting positive returns, though notable exceptions occurred. The standout performer was the oil-tracking ETF (XOP), which surged 5.6% during the month, benefitting from momentum in the energy sector. However, not all sectors shared this success: the Bitcoin-tracking ETF (BITO) declined 17.6%, while the Hang Seng Index ETF (HK.2828) declined 0.3%. Current Market Trends Analysis Technical analysis reveals distinct trend patterns across major asset classes heading into December. The S&P 500, US Treasury Bonds, Gold, and Singapore Equities are all maintaining strong upward trajectories, suggesting continued investor confidence in these sectors. Meanwhile, Oil and the Hang Seng Index have entered range consolidation phases, indicating potential sideways movement as markets digest recent gains and losses. Bitcoin stands out as the only primary asset class currently in a clear downtrend, reflecting ongoing volatility in the cryptocurrency space. December Market Expectations Looking ahead to December, market analysts anticipate divergent performance across ETF categories. Gold-tracking ETFs are expected to extend their recent gains, potentially benefitting from continued safe-haven demand and favourable macroeconomic conditions. This positive outlook for precious metals contrasts sharply with expectations for other major asset classes. Several prominent ETF categories, including those tracking the S&P 500, US Treasury Bonds, Bitcoin, and the Hang Seng Index, are projected to experience pullbacks in December. This anticipated correction may reflect profit-taking and seasonal market adjustments as investors reposition portfolios ahead of year-end. This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Reference Material: https://www.poems.com.sg/stock-research/technical-analysis/etf-monthly-november-2025-gold-to-outperform-in-december/ Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.

Thai Beverage PLC: Challenging Operating Environment Amid External Pressures
Company Overview Thai Beverage PLC (ThaiBev) is a leading beverage company in Southeast Asia, operating primarily in the spirits and beer segments. The company maintains significant market positions in Thailand and Vietnam through its beer operations, while also commanding a strong presence in the regional spirits market. Below-Expectation Financial Performance ThaiBev's recent financial results fell short of analyst projections. For FY25, revenue reached only 92% of forecats, while profit after tax and minority interest (PATMI) came in at 86% of expectations. The company's spirits division was particularly weak in the second half of FY25, with PATMI declining 3% year over year. Most concerning was the sharp 11% year-over-year contraction in volumes during the fourth quarter of FY25. The primary driver behind this underperformance was the border dispute with Cambodia, which resulted in a massive exodus of migrant workers from Thailand. This development caused significant disruption to supply chains and contributed to a decline in volumes across ThaiBev's operations. Mixed Segment Performance Despite these challenges, ThaiBev's beer segment demonstrated resilience with strong earnings growth in the second half of FY25. This improvement was attributed to higher contributions from Thailand operations, which reduced minority-interest impacts, and by aggressive cost-cutting measures in distribution and administrative expenses. However, beer volumes still declined 1.2% year over year in 2H25, primarily due to weakness at Sabeco following price increases. Investment Outlook and Recommendation Phillip Securities Research maintains an ACCUMULATE recommendation for ThaiBev, while lowering the target price to S$0.53 from S$0.56. The revised valuation reflects a 22% reduction in FY26 earnings estimates due to lower revenue projections and a 12x FY26 price-to-earnings ratio, which aligns with the company’s four-year average forward PE. Despite significant forecast cuts, analysts expect earnings growth in FY26 as management is anticipated to align operating expenses with reduced volumes. The investment case is further supported by potential gross margin expansion opportunities driven by substantial declines in input costs, including packaging, malt, and molasses prices. However, ThaiBev continues to face a challenging consumer spending environment, recently exacerbated by flooding conditions that may further pressure near-term performance. This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Reference link: https://www.poems.com.sg/stock-research/TBV.SG/ Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.

BRC Asia Ltd: Strong Performance Drives 36% Profit Growth
Company Overview and Market Position BRC Asia Ltd operates as a leading steel reinforcement solutions provider in the construction industry, specialising in steel rebar delivery and related services. The company serves as a critical supplier to Singapore's construction sector, supporting major infrastructure and residential development projects across the region. Strong Financial Performance Highlights BRC Asia delivered impressive financial results with adjusted profit after tax and minority interests (PATMI) surging 36% year-on-year in the second half of FY25. Full year revenue and adjusted PATMI came in at 96% and 101% of forecasts, respectively, demonstrating solid execution against expectations. Excluding the S$16.5 million disposal gains on associates from 2H24 and other one-off items, the underlying business performance showed remarkable strength. The standout performance was driven primarily by an estimated 34% year-on-year increase in steel rebar delivery volumes, marking the highest volume growth since 2H23. This surge reflects stronger construction project offtake across BRC Asia's key markets, indicating robust demand conditions in the construction sector. Robust Order Book Supports Future Growth BRC Asia's business outlook appears particularly strong, supported by a substantial S$1.9 billion order book. This represents a 36% year-on-year increase and is 42% above the company's five-year historical average. The significant boost stems from S$570 million in T5 contracts awarded during 3Q25, providing substantial revenue visibility for the coming periods. Steel rebar delivery volumes are expected to continue ramping up over subsequent quarters as project offtake strengthens, with peak volumes anticipated in 2026-27. Key growth drivers include HDB BTO buildout programmes, the T5 project ramp-up, and expansion contracts for the Marina Bay Sands Integrated Resort which are expected to be tendered to main contractors by year-end. Investment Recommendation and Valuation Phillip Securities Research has upgraded BRC Asia to BUY from NEUTRAL, raising the target price to S$5.10 from the previous S$4.10. The revision reflects a 15% increase in FY26 adjusted PATMI forecasts, driven by higher expected delivery volumes. The target price incorporates valuations rolled over to FY26/27, with weighted average cost of capital (WACC) and growth rate assumptions at 10% and 2.5% respectively. The stock also offers an attractive FY26 dividend yield of 4.8%, enhancing its investment appeal. This article has been auto-generated using PhillipGPT. It is based on a report by a Phillip Securities Research analyst. Reference link:https://www.poems.com.sg/stock-research/BRCC.SG/ Disclaimer These commentaries are intended for general circulation and do not have regard to the specific investment objectives, financial situation and particular needs of any person. Accordingly, no warranty whatsoever is given and no liability whatsoever is accepted for any loss arising whether directly or indirectly as a result of any person acting based on this information. You should seek advice from a financial adviser regarding the suitability of any investment product(s) mentioned herein, taking into account your specific investment objectives, financial situation or particular needs, before making a commitment to invest in such products. Opinions expressed in these commentaries are subject to change without notice. Investments are subject to investment risks including the possible loss of the principal amount invested. The value of units in any fund and the income from them may fall as well as rise. Past performance figures as well as any projection or forecast used in these commentaries are not necessarily indicative of future or likely performance. Phillip Securities Pte Ltd (PSPL), its directors, connected persons or employees may from time to time have an interest in the financial instruments mentioned in these commentaries. The information contained in these commentaries has been obtained from public sources which PSPL has no reason to believe are unreliable and any analysis, forecasts, projections, expectations and opinions (collectively the “Research”) contained in these commentaries are based on such information and are expressions of belief only. PSPL has not verified this information and no representation or warranty, express or implied, is made that such information or Research is accurate, complete or verified or should be relied upon as such. Any such information or Research contained in these commentaries are subject to change, and PSPL shall not have any responsibility to maintain the information or Research made available or to supply any corrections, updates or releases in connection therewith. In no event will PSPL be liable for any special, indirect, incidental or consequential damages which may be incurred from the use of the information or Research made available, even if it has been advised of the possibility of such damages. The companies and their employees mentioned in these commentaries cannot be held liable for any errors, inaccuracies and/or omissions howsoever caused. Any opinion or advice herein is made on a general basis and is subject to change without notice. The information provided in these commentaries may contain optimistic statements regarding future events or future financial performance of countries, markets or companies. You must make your own financial assessment of the relevance, accuracy and adequacy of the information provided in these commentaries. Views and any strategies described in these commentaries may not be suitable for all investors. Opinions expressed herein may differ from the opinions expressed by other units of PSPL or its connected persons and associates. Any reference to or discussion of investment products or commodities in these commentaries is purely for illustrative purposes only and must not be construed as a recommendation, an offer or solicitation for the subscription, purchase or sale of the investment products or commodities mentioned. This advertisement has not been reviewed by the Monetary Authority of Singapore.







