Note: The companies mentioned are discussed for informational purposes only. References to these shares do not constitute a recommendation to buy, sell, or trade them via CFDs or any other product.
Large cap stocks are shares issued by companies with a market capitalisation exceeding USD 10 billion, and in 2025, they’re attracting even more investor attention than before. These companies have already proven their strength in the market, often supported by resilient business models, strong earnings, and a global presence.
One of the biggest appeals of large cap stocks is stability. These companies are typically well-established market leaders, many owning household brands recognised worldwide. They also tend to offer high liquidity, meaning their shares are actively traded and easier to buy or sell.
That said, investing in large cap shares isn’t risk-free. Their performance can still be influenced by macroeconomic factors such as economic outlook, interest rate changes, and shifting consumer trends across industries.
If you’re curious about whether large cap stocks deserve a place in your 2026 portfolio, keep reading — we’ll explore how they work, how investors evaluate them, and which major names are worth watching this year.
Key Points
- Large cap stocks are known for their stability, liquidity, and consistent role as core holdings in global markets.
- In 2025, major players such as Nvidia, Microsoft, Apple, Alphabet, and Amazon continued to lead, each shaped by sector trends and innovation.
- Despite their strengths, large-cap stocks face risks from high valuations, regulatory shifts, and geopolitical uncertainty.
What is a large cap stock?
Large cap stocks are a class of stocks measured by the market capitalisation of the company. Market capitalisation (market cap) is calculated by multiplying a company’s stock price by the total number of its outstanding shares.
Depending on the market capitalisation of the company, its stock may be classified into large-cap, mid-cap or small-cap, as follows:
| Class of Stock | Market Cap Value |
| Large-cap stock | USD 10 billion or more in market capitalisation |
| Mid-cap stock | Between USD 2 billion and USD 10 billion in market capitalisation |
| Small-cap stock | Between USD 250 million and USD 2 billion in market capitalisation |
These thresholds are widely used as benchmarks, although they may vary slightly depending on the country or index provider. For example, some institutions may set different limits for small-cap stocks or adjust them based on regional market conditions. Even so, these market cap categories offer a useful way for investors to assess risk levels, growth potential, and how mature a company is in the market.
Large Cap vs. Mid Cap vs. Small Cap: What are their Differences?
Market capitalisation is not the only factor that separates these stock categories. Each comes with distinct characteristics in terms of growth potential, market stability, investor profile, and risk exposure.
Large-Cap Stocks: Stability and Consistency
Large-cap stocks are widely seen as the most stable. These are established companies with:
- Proven business models
- Strong market presence in established industries
- Mature stages of the business life cycle
Examples include Apple, Microsoft, and Johnson & Johnson, which have weathered many market cycles while continuing to generate reliable revenues.
Because they are mature, large-caps often focus on shareholder returns, such as:
- Steady dividend payouts
- Share buybacks
While they offer less explosive growth than smaller companies, they may still deliver capital appreciation through strategic acquisitions, innovation, or expansion into new markets.
Mid-Cap Stocks: Growth in Progress
Mid-cap stocks sit between large and small caps in terms of maturity. They are often companies in a growth phase, reinvesting profits into:
- Expanding operations
- Entering new markets
- Developing innovative products
This group is frequently concentrated in high-growth sectors such as renewable energy, healthcare innovation, and emerging technologies.
Mid-caps have the potential to become tomorrow’s large-caps. However, their relative lack of stability makes them more exposed to economic downturns, competitive pressures, and execution risks. As a result, they carry a higher risk-reward profile than large-caps.
Small-Cap Stocks: High Risk, High Potential
At the speculative end of the spectrum are small-cap stocks. These are typically younger, smaller firms that may operate in niche or emerging industries. Their key traits include:
- Potential for disruptive innovation
- Higher volatility due to size and limited resources
- Greater sensitivity to macroeconomic shocks and funding challenges
Because of these risks, small-cap stocks can fluctuate sharply. Yet, when successful, they can deliver outsized returns, sometimes moving rapidly from small-cap to mid-cap status following a breakthrough product or strong market demand.
Is Large Cap Stock a Good Stock to Invest In?
Large cap shares are often seen as core holdings in many portfolios. Because these companies are well-established and financially strong, they can appeal to both institutional investors and everyday traders looking for a good stock to invest in.
1. Stability in Market Turbulence
Large-caps are generally less volatile than mid- or small-cap stocks. This means they can act as stabilisers during economic downturns.
- Their established market presence cushions them against sharp price swings.
- By holding large-cap stocks, investors can balance out the higher risks associated with smaller companies.
2. High Liquidity
Large-cap stocks are among the most actively traded shares on major exchanges. This brings several advantages:
- Easy entry and exit: Investors can buy or sell quickly, even in volatile markets.
- Efficient pricing: Tighter bid-ask spreads help reduce trading costs.
- Institutional suitability: Pension funds and asset managers can deploy large sums without disrupting prices.
3. Institutional Demand
Large-cap companies are often included in major indices such as the S&P 500, FTSE 100, and MSCI World. This attracts significant attention from institutional investors, which can:
- Help anchor share prices closer to fundamental values.
- Enhance market confidence through consistent demand.
However, large institutional flows can sometimes magnify volatility if funds exit positions abruptly during stressed conditions.
4. Dividends and Shareholder Returns
Many large-cap firms prioritise shareholder rewards over aggressive expansion. This is often seen in:
- Regular dividend payments
- Share buyback programmes
For income-focused investors, particularly retirees, these payouts can offer a steady income stream. Combined with modest capital appreciation, large cap companies are an attractive stock to invest in for long-term wealth building.
Top large cap stocks to watch in 2025
| Stock | Market cap (USD) | Sector/ Industry | Financial highlights (latest 12 months, USD) | Valuation (latest financial reports) |
| Nvidia (NVDA) | 4.385T | Chips, semiconductors | Earnings: 88.90B Revenue: 148.51B | P/E Ratio: 57.3 P/B Ratio: 29.5 |
| Microsoft (MSFT) | 3.748T | Computer software & services | Earnings: 123.62B Revenue: 281.72B | P/E Ratio: 36.8 P/B Ratio: 10.9 |
| Apple (AAPL) | 3.371T | Consumer tech, software & services | Earnings: 130.21B Revenue: 406.82B | P/E Ratio: 34.4 P/B Ratio: 8.25 |
| Alphabet (GOOG) | 2.525T | Software & services | Earnings: 140.07B Revenue: 371.39B | P/E Ratio: 22.1 P/B Ratio: 6.79 |
| Amazon (AMZN) | 2.430T | E-commerce | Earnings: 85.15B Revenue: 670.03B | P/E Ratio: 34.1 P/B Ratio: 3.62 |
Note: Past financial performance and valuations are provided for informational purposes only and do not indicate future results.
Nvidia (NDVA)
Company introduction
NVIDIA is a long-established leader in computer chips and graphics cards. While trusted for decades, its stock only surged into the spotlight recently thanks to booming demand for AI processors.
Between Jan 2021 and Aug 2025, NVDA climbed roughly 13x, rising from USD 13.28 to USD 181.77, pushing its market cap above USD 4.4 trillion, making it the world’s largest company[3].
Financial highlights [4]
Nvidia has a P/E ratio of 57.3, which is above the NASDAQ’s average of 36.8, suggesting that investors are paying a premium for NVDA [5,6]. Below is a summary of Nvidia’s key financial metrics for the period ending Apr 30:
| Metric | 2023 | 2024 | 2025 |
| Revenue (USD) | 60.92 billion | 130.49 billion | 148.51 billion |
| Earnings After Expense (USD) | 34.07 billion | 84.27 billion | 88.90 billion |
| P/E Ratio | – | – | ~57.3 |
Financial Summary of Nvidia 2023-2025
Growth outlook
Nvidia remains a dominant force in the AI industry. Its chips power AI tools, applications, and the rapidly expanding global data centre market. Many analysts believe NVDA could continue benefiting from AI growth, but warn that its high valuation leaves it vulnerable if AI demand slows or an “AI bubble” bursts [7].
Microsoft (MSFT)
Company introduction
Microsoft needs no lengthy introduction, being one of the most successful global tech Microsoft is a global tech leader, known for its Windows operating system. Still, its true strength lies in cloud services and computing.
Founded in 1975 by Bill Gates and Paul Allen, Microsoft operates across three main segments: Productivity & Business Processes, Intelligent Cloud, and More Personal Computing. Intelligent Cloud is the largest and fastest-growing segment, contributing 42% of revenue and 45% of operating income in 2024 [8]. Today, Microsoft is the world’s second-most valuable company, with a market cap of USD 3.788 trillion [9].
Financial highlights [10]
Microsoft has demonstrated strong financial performance over the past few years, with consistent growth in revenue and earnings. At the time of writing, MSFT has a P/E ratio of 36.8, putting it on par with the NASDAQ [11]. This indicates that at the current share price of US$502.04, MSFT is trading at a fair value compared to other popular large cap tech stocks. Below is a summary of Microsoft’s total revenue, earnings, P/E ratio, and stock price over the past few years for the period ending June 30:
| Metric | 2023 | 2024 | 2025 |
| Total Revenue (USD) | 227.58 billion | 261.80 billion | 281.71 billion |
| Earnings before Interest and Taxes | 101.21 billion | 113.16 billion | 123.62 billion |
| P/E ratio | – | – | 36.8 |
Financial Summary of Microsoft 2023-2025
Growth outlook [12]
In the quarter ending 30 Jun 2025, Microsoft posted an 18% increase in revenue and a 24% rise in net income, driven by its Intelligent Cloud segment, which grew 26% to USD 29.9 billion. The Productivity & Business Processes segment saw a 16% increase to USD 33.1 billion, while More Personal Computing grew 9% to USD 13.5 billion.
CEO Satya Nadella credits cloud and AI innovations for this growth, with Azure surpassing USD 75 billion in revenue, up 34%.
The company expects rosy conditions on the horizon, with CFO Amy Hood forecasting double-digit growth for 2026. However, Microsoft faces capacity constraints and must invest heavily in data centres to keep up with demand, with a USD 30 billion capital expenditure expected in Q1, which may impact margins.
Apple (AAPL)
Company introduction
Apple’s journey from humble beginnings to a tech giant is a classic rags-to-riches story. Under Steve Jobs, Apple revolutionized the tech world with products like the iPod and iPhone. More recently, under Tim Cook’s leadership, Apple became the first company to hit US$1 trillion in market cap, briefly claiming the title of the most valuable company in the world [13].
As of August 2025, Apple holds a market cap of US$3.73 trillion, securing its place among the large cap stocks. The company’s success is fueled by its walled-off app ecosystem, continuous innovation, and a loyal customer base, along with iconic products like the iPhone and MacBook.
Financial highlights [14]
Apple has demonstrated consistent improvement in financial performance over the past few years. At the time of writing, AAPL has a P/E ratio of 34.4, which is slightly under the NASDAQ’s 36.8 average [15]. This suggests the stock is trading slightly under value compared to tech stocks in general. Below is a summary of Apple’s key financial metrics for the period ending June 30:
| Metric | 2023 | 2024 | 2025 |
| Revenue (USD) | 385.70 billion | 395.76 billion | 408.62 billion |
| Earnings (USD) | 119.68 billion | 125.67 billion | 130.21 billion |
| P/E Ratio | – | – | 34.4 |
Financial Summary of Apple 2023-2025
Growth outlook
Apple continues to thrive thanks to its loyal customer base and strong brand. In Q3 2025, the company saw double-digit growth in its core products like the iPhone, Mac, and Services. Every geographic segment also showed positive growth, with the company’s active device base hitting a new all-time high in which there was an increase in Earnings-per-Share (EPS) by 12% in June [16].
However, challenges remain. Apple’s success in China with the iPhone 16e has been driven by government subsidies, which may not be sustainable long-term. Additionally, Apple’s slower progress in AI compared to rivals like Microsoft and Google could affect its future growth and stock performance.
Alphabet (GOOG)
Company introduction [17]
With a market cap of US$2.525 trillion, Alphabet ranks as the fourth-largest company in the world as of Aug 2025. Alphabet has launched several different tech products and offerings over the years, ranging from self-driving cars to augmented reality glasses and even balloon-borne Internet. Alphabet, the parent company of Google, remains a leader in online search and advertising, with Google accounting for nearly 90% of global search traffic.
In 2025, Google handles 9.5 million searches per minute and leads in e-commerce and optical search with Google Lens, which handles 12 billion searches monthly. Alphabet is also making waves in AI with its generative AI tool, Gemini, which serves over 2 billion users monthly across 200 countries.
Financial highlights [18]
Alphabet has continued to show strong growth across its core segments, with impressive increases in both revenue and earnings compared to the previous years. Despite a lower-than-average P/E ratio relative to the NASDAQ over the past five years, the company’s solid market position and cash reserves provide confidence for future performance [19]. Below is a summary of Alphabet’s key financial metrics for the period ending June 30:
| Metric | 2023 | 2024 | 2025 |
| Total Revenue (USD) | 307.39 billion | 350.01 billion | 371.39 billion |
| Pretax Income | 86.02 billion | 120.08 billion | 140.07 billion |
| P/E Ratio (GOOG) | – | – | 22.1 |
| Cash Reserves (USD) | – | – | 95 billion |
Financial Summary of Alphabet 2023-2025
Growth outlook
Given that Alphabet is making compelling strides in the AI race while incorporating AI into maintaining its core business advantage, this large cap should make for a worthy addition to any investor watchlist. For Q3 2025, Alphabet posted 12% revenue growth in Google Services (USD 82.5 billion) and 32% growth in Google Cloud (USD 13.6 billion). With continued advancements in AI — such as the Gemini model and Veo 3 video generation tool — Alphabet’s market position looks strong. CEO Sundar Pichai highlights the company’s full-stack AI approach as key to maintaining its competitive edge.
Alphabet’s focus on integrating AI into its core business, combined with its solid financial standing, makes investors consider this large cap stock to invest in.
Amazon (AMZN)
Company introduction
With a market cap of USD 2.430 trillion, Amazon has evolved from an e-commerce platform into a global tech giant. In addition to its e-commerce dominance, Amazon is a major player in cloud services through Amazon Web Services (AWS). The company has also ventured into logistics, healthcare, and AI, using these technologies to streamline internal processes.
Financial highlights [20]
Amazon continues to show strong financial performance, with significant growth in both revenue and earnings compared to previous years. The company’s P/E ratio reflects its fair value relative to industry peers but is still on par with NASDAQ’s average [21], and its stock remains solid amidst rising market expectations. Below is a summary of Amazon’s key financial metrics for the period ending June 30:
| Metric | 2023 | 2024 | 2025 |
| Total Revenue (USD) | 574.78 billion | 637.95 billion | 670.03 billion |
| Pretax Income (USD) | 40.73 billion | 71.02 billion | 85.15 billion |
| P/E Ratio | – | – | 34.31 |
| Share Price (USD) | – | – | 228.71 |
Financial Summary of Amazon 2023-2025
Growth outlook
Amazon continues to show strong growth, with 11% revenue growth in e-commerce (USD 61.49 billion) and 18% growth in AWS (USD 30.9 billion). This contributed to a 13% year-over-year increase in second-quarter revenue, reaching USD 167.7 billion.
Looking forward, AWS and AI partnerships, including with Nvidia, are expected to boost Amazon’s performance. While e-commerce order values have dipped slightly, Prime memberships grew by 9%, and advertising revenue surged 18%, showing Amazon’s ability to retain and monetize its audience.
Comparing large cap stocks to invest towards 2026
There are many other large cap shares to invest in, other than the ones mentioned above. Here are three factors to consider when deciding which large cap stocks are good to invest in.
- P/E Ratio (Price-to-Earnings)
The P/E ratio is a measure of the stock’s price against its earnings-per-share and shows how much investors are willing to pay for each dollar of profit.- A high P/E ratio often signals expectations for higher growth. It’s also useful for comparing stocks within the same sector to see if they’re over- or under-valued relative to their peers.
- We compare each stock’s P/E ratio to the NASDAQ average to see whether it is relatively expensive or cheap within the tech sector. This helps investors judge whether a stock is a good investment compared with its peers.
- P/B Ratio (Price-to-Book)
The P/B ratio compares the stock price to its book value (assets minus liabilities per share).- P/B ratio < 1 suggests the stock may be undervalued.
- P/B ratio > 1 indicates market belief in the company’s growth potential.
- Large cap stocks often have a P/B ratio > 1 due to their established performance, which makes them an attractive stock to invest in for investors.
- Market Capitalisation
Market cap is an important metric to evaluate a stock’s stability. Large swings in the market cap of large cap stocks may indicate volatility, while steady growth suggests a solid performer worth considering.
Past Market Outlook for Large Cap Stocks in 2025
Large cap stocks entered 2025 at elevated valuations due to changing macroeconomic conditions, sector shifts, and evolving investor sentiment. Whether a large cap company is considered a good stock to invest in depends on global economic trends, sector performance, and risks like regulation and geopolitics. Let’s break down the key factors affecting large cap stocks valuations.
Global Economic Trends
Large cap stocks, with their global reach, are sensitive to economic and geopolitical shifts. When global growth is strong, these stocks see increased demand, pushing valuations higher. However, during downturns, investors often turn risk-averse, which can hurt large cap shares
The International Monetary Fund’s (IMF) 2025 global growth forecast is a modest 3.0%, and 3.1 percent in 2026, which includes factors like lower tariffs and fiscal expansion in some regions. Despite the report further adding that global inflation is expected to fall, US inflation is expected to remain above target [22]. Though rate cuts by the US Fed could boost investor confidence, supporting large cap stocks.
Sector performance
While large cap stocks have reached record valuations, there’s an increasing chance of a market correction. The tech sector, especially, is facing uncertainty due to AI developments and slowing growth. Investors are rotating into real estate, financials, and manufacturing [23].
Defensive stocks are those belonging to well-established businesses that are able to provide steady returns no matter the state of the economy. Examples are consumer goods and utilities, which have outperformed cyclical stocks (businesses that have clear high and low demand cycles, such as manufacturing, hospitality and airlines) in 2025, rising by 5.2%, while cyclical stocks fell by 7.9% [24]. This shift reflects economic uncertainty, but cyclical stocks are expected to outpace defensive stocks through 2027.
Risks and considerations when choosing large cap stocks to invest in
While large cap stocks are popular among investors, they come with risks. Here are some key factors to consider:
Market Volatility & Overvaluation Risks
High P/E ratios in some large cap stocks suggest overvaluation, making them vulnerable to corrections. AI-driven stocks, in particular, can lead to sharp sell-offs if expectations of AI models aren’t met, as warned by OpenAI’s CEO Sam Altman [25].
Bank of America’s market strategist, Michael Hartnett, echoed market overvaluation concerns, which only applied to the larger economy. He pointed out that the S&P 500 has reached a P/B ratio of 5.3, which is higher than the 5.1 ratio seen in March 2000, right before the dotcom bubble burst [26].
Sector-Specific Issue
Large-cap stocks can face sector-specific challenges that can disrupt investor plans. Tech, finance, and energy sectors may face increased regulatory scrutiny (e.g., privacy, monopolistic behavior, AI), which could impact profitability. A sudden shift in the regulatory landscape can upend business models or lead to costly compliance burdens.
Each sector poses unique risks:
- Tech large cap stocks face evolving regulations, especially around generative AI.
- Industrial large cap stocks experience cyclical fluctuations, with supply chain disruptions and tariffs.
- Defensive large cap stocks (e.g., consumer staples) may struggle with thin margins, changing consumer trends, and rising costs.
Understanding these challenges is key to managing risks in your portfolio.
Diversification & Monitoring Macroeconomic Changes
Trade tensions, regional conflicts, and unpredictable policies (e.g., US-China relations) can disrupt supply chains, affect global revenues, and decrease investor confidence. In a recent blog post, the IMF pointed to the very real impact on stock prices due to major geopolitical risk events. As measured by frequent news stories mentioning adverse geopolitical developments and associated risks, it found average monthly drops of about 1 percentage point across countries, and a much-larger 2.5 percentage points in emerging market economies [27].
Large cap stocks are highly sensitive to macroeconomic shifts and geopolitical events, so it’s important to stay informed. Diversification is a key strategy: spreading investments across different sectors (e.g., healthcare, financials, industrials) can reduce risks and smooth out market volatility, offering stability and growth potential over time.
Diversification offers an effective way to manage the risks of large cap stocks. By spreading your holdings across a mix of sectors, you can improve your portfolio’s resilience against market downturns while controlling exposure to sector-specific headwinds that may impact performance. Spreading investments across different sectors (e.g., healthcare, financials, industrials) can reduce risks and smooth out market volatility, offering stability and growth potential over time.
Explore the potential of large cap stocks with Vantage
In summary, large cap stocks remain a cornerstone for investors in 2026, striking the right balance between stability and growth potential. Their size, liquidity, and proven track record make them resilient during economic uncertainty, while innovation in areas like technology, healthcare, and sustainability still provides opportunities for meaningful capital appreciation.
For long-term investors, large-caps continue to serve as dependable anchors in a diversified portfolio. Interested in learning more? Explore Vantage’s online academy for guides on portfolio diversification strategies, sector outlooks, and tools such as economic calendars to track large-cap stock performance.
References:
- “Market Capitalization: What It Means for Investors – Investopedia”. https://www.investopedia.com/terms/m/marketcapitalization.asp . Accessed 26 Aug 2025.
- “Largest Companies by Marketcap – Companies Market Cap”. https://companiesmarketcap.com/ . Accessed 26 Aug 2025.
- “Nvidia Corp – Google Finance”. https://www.google.com/finance/quote/NVDA:NASDAQ?sa=X&ved=2ahUKEwiHgMfBnqqPAxVj4jgGHZaoAY0Q3ecFegQIPBAb&window=5Y . Accessed 26 Aug 2025.
- “Financial Reports – Nvidia”. https://investor.nvidia.com/financial-info/financial-reports/default.aspx . Accessed 29 Aug 2025.
- “P/E ratio for Nvidia (NVDA) – Companies Market Cap”. https://companiesmarketcap.com/nvidia/pe-ratio/ . Accessed 29 Aug 2025.
- “P/E ratio for Nasdaq (NDAQ) – Companies Market Cap”. https://companiesmarketcap.com/nasdaq/pe-ratio/ . Accessed 29 Aug 2025.
- “MIT report: 95% of generative AI pilots at companies are failing – Fortune”. https://fortune.com/2025/08/18/mit-report-95-percent-generative-ai-pilots-at-companies-failing-cfo/ . Accessed 26 Aug 2025.
- “How Microsoft Makes Money – Investopedia”. https://www.investopedia.com/how-microsoft-makes-money-4798809 . Accessed 26 Aug 2025.
- “Market capitalization of Microsoft (MSFT) – Companies Market Cap”. https://companiesmarketcap.com/microsoft/marketcap/ . Accessed 26 Aug 2025.
- “Annual Report – Microsoft”. https://www.microsoft.com/en-us/investor/annual-reports . Accessed 29 Aug 2025.
- “P/E ratio for Microsoft (MSFT) – Companies Market Cap”. https://companiesmarketcap.com/microsoft/pe-ratio/ . Accessed 29 Aug 2025.
- “Earnings Release FY25 Q4 – Microsoft”. https://www.microsoft.com/en-us/investor/earnings/fy-2025-q4/press-release-webcast . Accessed 29 Aug 2025.
- “Apple Becomes First U.S. Company to Hit $1 Trillion Value – Bloomberg”. https://www.bloomberg.com/news/articles/2018-08-02/apple-becomes-first-u-s-company-to-hit-1-trillion-market-value . Accessed 29 Aug 2025.
- “News and Results – Apple”. https://investor.apple.com/investor-relations/default.aspx . Accessed 29 Aug 2025.
- “P/E ratio for Apple (AAPL) – Companies Market Cap”. https://companiesmarketcap.com/apple/pe-ratio/ . Accessed 29 Aug 2025.
- “Apple Inc. (AAPL) Q3 FY2025 earnings call transcript – Yahoo! Finance”. https://finance.yahoo.com/quote/AAPL/earnings/AAPL-Q3-2025-earnings_call-341149.html . Accessed 29 Aug 2025.
- “29 Eye-Opening Google Search Statistics for 2025 – Semrush Blog”. https://www.semrush.com/blog/google-search-statistics/ . Accessed 26 Aug 2025.
- “Earnings – Alphabet”. https://abc.xyz/investor/earnings/ . Accessed 29 Aug 2025.
- “P/E ratio for Alphabet (Google) (GOOG) – Companies Market Cap”. https://companiesmarketcap.com/alphabet-google/pe-ratio/ . Accessed 29 Aug 2025.
- “Quarterly results – Amazon”. https://ir.aboutamazon.com/quarterly-results/default.aspx . Accessed 29 Aug 2025.
- “P/E ratio for Amazon (AMZN) – Companies Market Cap”. https://companiesmarketcap.com/amazon/pe-ratio/ . Accessed 29 Aug 2025.
- “World Economic Outlook Update – IMF”. https://www.imf.org/en/Publications/WEO/Issues/2025/07/29/world-economic-outlook-update-july-2025 . Accessed 28 Aug 2025.
- “Tech Rally Shows Signs of Losing Steam – The Wall Street Journal”. https://www.wsj.com/finance/stocks/tech-stocks-magnificent-seven-losing-steam-e948af4d . Accessed 28 Aug 2025.
- “Chart to Watch: Defensive stocks have outpaced cyclicals – Janus Henderson”. https://www.janushenderson.com/en-us/investor/article/chart-to-watch-defensive-stocks-have-outpaced-cyclicals/ . Accessed 28 Aug 2025.
- “Could the AI megacap bubble burst? – Moneyweek”. https://moneyweek.com/investments/tech-stocks/could-ai-megacap-bubble-burst . Accessed 28 Aug 2025.
- “BofA Says ‘It Better Be Different This Time,’ as Stock Valuations Give Dotcom Bubble Vibes – Investopedia”. https://www.investopedia.com/bofa-says-it-better-be-different-this-time-as-stock-valuations-give-dotcom-bubble-vibes-11792023 . Accessed 28 Aug 2025.
- “How Rising Geopolitical Risks Weigh on Asset Prices – IMF Blog”. https://www.imf.org/en/Blogs/Articles/2025/04/14/how-rising-geopolitical-risks-weigh-on-asset-prices . Accessed 28 Aug 2025.


