Saga Valuation Multiples

Alphabet is a holding company that wholly owns internet giant Google. The California-based company derives slightly less than 90% of its revenue from Google services, the vast majority of which is advertising sales. Alongside online ads, Google services houses sales stemming from Google’s subscription services (YouTube TV and YouTube Music, among others), platforms (sales and in-app purchases on Play Store), and devices (Chromebooks, Pixel smartphones, and smart home products such as Chromecast). Google’s cloud computing platform accounts for roughly 10% of Alphabet’s revenue. The firm’s investments in up-and-coming technologies such as self-driving cars (Waymo), health (Verily), and internet access (Google Fiber) make up the rest.

Microsoft develops and licenses consumer and enterprise software. It is known for its Windows operating systems and Office productivity suite. The company is organized into three equally sized broad segments: productivity and business processes (legacy Microsoft Office, cloud-based Office 365, Exchange, SharePoint, Skype, LinkedIn, Dynamics), intelligence cloud (infrastructure- and platform-as-a-service offerings Azure, Windows Server OS, SQL Server), and more personal computing (Windows Client, Xbox, Bing search, display advertising, and Surface laptops, tablets, and desktops).

Berkshire Hathaway is a holding company with a wide array of subsidiaries engaged in diverse activities. The firm's core business segment is insurance, run primarily through Geico, Berkshire Hathaway Reinsurance Group, and Berkshire Hathaway Primary Group. Berkshire has used the excess cash thrown off from its operations to acquire Burlington Northern Santa Fe (railroad), Berkshire Hathaway Energy (utilities and energy distributors), and the companies that make up its manufacturing, service, and retailing operations (which include Precision Castparts, Lubrizol, Clayton Homes, Marmon, and IMC/ISCAR). The conglomerate is unique in that it is run on a completely decentralized basis. Berkshire is expected to generate close to $375 billion in revenue in 2025.

Oracle provides enterprise applications and infrastructure offerings through a variety of flexible IT deployment models, including on-premises, cloud-based, and hybrid. Founded in 1977, Oracle pioneered the first commercial SQL-based relational database management system, which is commonly used by the world’s largest companies for high-volume online transaction processing workloads. Besides databases, Oracle also sells enterprise resource planning platforms and cloud infrastructure that play an increasingly important role in large language model training and inferencing.

Cisco Systems is the largest provider of networking equipment in the world and one of the largest software companies in the world. Its largest businesses are selling networking hardware and software (where it has leading market shares) and cybersecurity software such as firewalls. It also has collaboration products, like its Webex suite, and observability tools. It primarily outsources its manufacturing to third parties and has a large sales and marketing staff—25,000 strong across 90 countries. Overall, Cisco employs 80,000 people and sells its products globally.

Palantir is an artificial intelligence, analytics, and automated decision-making company that leverages data to drive efficiency across its clients' organizations. The firm serves commercial and government clients via its Foundry and Gotham platforms, respectively. Palantir works only with entities in Western-allied nations and reserves the right not to work with anyone that is antithetical to Western values. The company was founded in 2003 and went public in 2020.

Alibaba is the world's largest online and mobile commerce company as measured by gross merchandise volume. It operates China's online marketplaces, including Taobao (consumer-to-consumer) and Tmall (business-to-consumer). The China retail e-commerce platform is the most valuable cash flow-generating business at Alibaba. Additional revenue sources include China wholesale e-commerce, international retail and wholesale e-commerce, local consumer services, travel services, cloud computing, digital media and entertainment, Cainiao logistics services, and other businesses.

Incorporated in 1911, International Business Machines, or IBM, is one of the oldest technology companies in the world. It provides software, IT consulting services, and hardware to help business customers modernize their technology workflows. IBM operates in 175 countries and employs approximately 300,000 people. The company has a robust roster of business partners to service its clients, which includes 95% of all Fortune 500 companies. IBM’s products, including Red Hat, watsonx, and mainframes, handle some of the world’s most important data workloads in areas like finance and retail.

Dell Technologies is a broad information technology vendor, primarily supplying hardware to enterprises. It focuses on premium and commercial personal computers, as well as enterprise on-premises data center hardware. It holds top-three market shares in its core markets of personal computers, peripheral displays, mainstream servers, and external storage. Dell has a robust ecosystem of component and assembly partners, and also relies heavily on channel partners to fulfill its sales.

Palo Alto Networks is a platform-based cybersecurity vendor with product offerings covering network security, cloud security, and security operations. The California-based firm has more than 80,000 enterprise customers across the world, including more than three fourths of the Global 2000.

Founded in Germany in 1972 by former IBM employees, SAP is the world’s largest provider of enterprise application software. Known as the leader in enterprise resource planning software, SAP’s portfolio also includes software for supply chain management, procurement, travel and expense management, and customer relationship management, among others. The company operates in more than 180 countries and has more than 400,000 customers, approximately 80% of which are small to medium-size enterprises.

AppLovin is a vertically integrated advertising technology company that acts as a demand-side platform for advertisers, a supply-side platform for publishers, and an exchange facilitating transactions between the two. About 80% of AppLovin’s revenue comes from the DSP, AppDiscovery, while the remainder comes from the SSP, Max. AppLovin’s primary tool for future growth is AXON 2, which is an ad optimizer operating within the DSP that allows advertisers to place ads according to specified return thresholds.

CrowdStrike is a cloud-based cybersecurity company specializing in next-generation security verticals such as endpoint, cloud workload, identity, and security operations. CrowdStrike’s primary offering is its Falcon platform that offers a proverbial single pane of glass for an enterprise to detect and respond to security threats attacking its IT infrastructure. The Texas-based firm was founded in 2011 and went public in 2019.

Allianz was founded as a transport and accident insurance firm in 1890 by Carl von Thieme and Wilhelm von Finck, the founders of Munich Re. It took the company five years to expand the business into Europe and North America and subsequently list in Berlin. After World War I, individuals were confronted with the loss of wealth, life, and security and Allianz founded a life business in the 1920s. In the years after World War II, Allianz's foreign assets were seized, and it lost its foreign business. By relocating its head office from Berlin to Munich in 1948, Allianz began the long road of rebuilding its domestic business. It took 20 years for the company to reacquire its prior foreign interests, starting in Austria. It became the largest European insurer in the postwar boom era.

Salesforce provides enterprise cloud computing solutions. The company offers customer relationship management technology that brings companies and customers together. Its Customer 360 platform helps the group deliver a single source of truth, connecting customer data across systems, apps, and devices to help companies sell, service, market, and conduct commerce. It also offers Service Cloud for customer support, Marketing Cloud for digital marketing campaigns, Commerce Cloud as an e-commerce engine, the Salesforce Platform, which allows enterprises to build applications, and other solutions, such as MuleSoft for data integration.

Shopify offers an e-commerce platform primarily to small and medium-size businesses. The firm has two segments. The subscription solutions segment allows Shopify merchants to conduct e-commerce on a variety of platforms, including the company’s website, physical stores, pop-up stores, kiosks, social networks (Facebook), and Amazon. The merchant solutions segment offers add-on products for the platform that facilitate e-commerce and include Shopify Payments, Shopify Shipping, and Shopify Capital.

Uber Technologies is a technology provider that matches riders with drivers, hungry people with restaurants and food couriers, and shippers with carriers. The firm's on-demand technology platform is currently utilized by traditional cars as well as autonomous vehicles, but could eventually be used for additional products and services, such as delivery via drones or electronic vehicle take-off and landing (eVTOL) technology. Uber operates in over 70 countries, with over 202 million users who order rides or food at least once a month.

Ping An Insurance was founded in 1988 and headquartered in Shenzhen. As an integrated financial service provider, the company offers healthcare services and integrated financial products. Ping An is China's second-largest life and P&C insurer. The company strives for an integrated financial services platform comprising life insurance, P&C insurance, banking, and other financial services. These business segments contributed 58%, 11%, 32%, and negative 4% of the company’s pretax profits, respectively, in 2024.

ServiceNow Inc provides software solutions to structure and automate various business processes via a SaaS delivery model. The company primarily focuses on the IT function for enterprise customers. ServiceNow began with IT service management, expanded within the IT function, and more recently directed its workflow automation logic to functional areas beyond IT, notably customer service, HR service delivery, and security operations. ServiceNow also offers an application development platform as a service.

Booking is the world's largest online travel agency by sales, offering booking and payment services for hotel and alternative accommodation rooms, airlines, rental cars, restaurants, cruises, experiences, and other vacation packages. The company operates several branded travel booking sites, including Booking.com, Agoda, OpenTable, Rentalcars.com, Kayak, and Momondo. Transaction fees for online bookings account for the bulk of revenue and profits.

As the largest life insurance company in China, China Life commands about 16% market share by end-2024. The firm offers group and individual life insurance through exclusive agents, bancassurance, and other marketing platforms. While the bulk of profits stem from life insurance policies, additional operations include short-term policies such as accident and health insurance. The company is focusing on building a senior-care ecosystem and reforming a new agent team for long-term growth.

S&P Global provides data and benchmarks to capital and commodity market participants. Its ratings business is the largest credit rating agency in the world and S&P's largest segment by profitability. S&P's largest segment by revenue is market intelligence, which provides desktop, data and advisory solutions, enterprise solutions, and credit/risk solutions mostly in the financial-services industry. S&P's other segments include energy (formerly commodity insights, this segment includes Platts and other data), mobility (Carfax), and indexes. S&P plans to spin off mobility in 2026.

ACE acquired Chubb in the first quarter of 2016 and assumed the Chubb name. The combination made the new Chubb one of the largest domestic property and casualty insurers, with operations in 54 countries spanning commercial and personal P&C insurance, reinsurance, and life insurance.

Cadence Design Systems is a provider of electronic design automation software, intellectual property, and system design and analysis products. EDA software automates and aids in the chip design process, enhancing design accuracy, productivity, and complexity in a full-flow end-to-end solution. Cadence offers a portfolio of design IP, as well as system design and analysis products, which enables system-level analysis and verification solutions.

Progressive underwrites private and commercial auto insurance and specialty lines; it has almost 24 million personal auto policies in force and is one of the largest auto insurers in the United States. Progressive markets its policies through independent insurance agencies in the US and Canada and directly via the internet and telephone. Its premiums are split roughly equally between the agent and the direct channel. The company also offers commercial auto policies and entered homeowners insurance through an acquisition in 2015.

Fortinet is a platform-based cybersecurity vendor with product offerings covering network security, cloud security, zero-trust access, and security operations. The firm derives a majority of its revenue through sales of its subscriptions and support-based business. The California-based firm has more than 800,000 customers across the world.

Headquartered in Hong Kong, AIA is one of the largest pan-Asian insurance providers with diversifed products offerings including retirement savings plans, life insurance, and accident and health insurance. It was previously part of American International Group and went for a separate listing in Hong Kong in 2010. The firm also provides employee benefits, credit life, and pension services to corporate clients. AIA operates in 18 markets and serves the holders of more than 30 million individual policies and over 16 million participating members of group insurance schemes.

Adobe provides content creation, document management, and digital marketing and advertising software and services to creative professionals and marketers for creating, managing, delivering, measuring, optimizing, and engaging with compelling content multiple operating systems, devices, and media. The company operates with three segments: digital media content creation, digital experience for marketing solutions, and publishing for legacy products (less than 5% of revenue).

Zurich is a multiline insurer that writes business across both life and nonlife insurance and also owns Farmers Management Services. Zurich was founded in 1872 as a marine reinsurer to provide reinsurance to its parent company. The company subsequently expanded into transport and accident insurance and rode the wave of transport technology innovation that drove rising demand for insurance. One of Zurich’s early principles was that setting prices too low would result in unfair claims handling, which would be damaging to both customers and Zurich. Over the years, Zurich has sought to combine customer goodwill through claims and a sufficient premium. Zurich is one of the most successful European multilines.

Synopsys is a provider of electronic design automation software and intellectual property products. EDA software automates and aids in the chip design process, enhancing design accuracy, productivity, and complexity in a full-flow end-to-end solution. Synopsys’ comprehensive portfolio is benefiting from a convergence of semiconductor companies moving up the stack of technologies toward systems-like companies, and systems companies moving down-stack toward in-house chip design. The resulting expansion in EDA customers alongside secular digitalization of various end markets benefits EDA vendors like Synopsys.

Cloudflare is a software company based in San Francisco, California, that offers security and web performance offerings by utilizing a distributed, serverless content delivery network, or CDN. The firm’s edge computing platform, Workers, leverages this network by providing clients the ability to deploy and execute code without maintaining servers.

Datadog is a cloud-native company that focuses on analyzing machine data. The firm's product portfolio, delivered via software as a service, enables clients to monitor and analyze their entire information technology infrastructure, from servers to applications and Python scripts. Datadog's platform can ingest and analyze large amounts of machine-generated data in real time, allowing clients to utilize it for a variety of applications throughout their businesses to ensure uptime and latency objectives.

AXA’s origins date back to Ancienne Mutuelle, which was one of the few insurers that remained after the creation of the French social security system. With the threat of nationalization, a merger took place between Drouot and AXA (still known as Mutuelles Unies in 1982) and later Présence. Ten years later, AXA acquired North American life insurer Equitable Holdings. This was a time of expansion as AXA also bought the French insurer UAP. As markets crashed at the turn of the millennium, AXA decided to refocus its business and exited its stake in US investment bank Donaldson, Lufkin & Jenrette. A few years later the firm expanded again with the acquisition of Swiss insurer Winterthur. About five years ago, AXA started to reshape its portfolio to technical risks.

Tata Consultancy Services is a leading global IT services provider based in Mumbai, India. Founded in 1968, it is one of the first companies to leverage a global delivery model that helps clients outsource their IT needs to offshore labor. The company boasts a wide range of offerings, including IT consulting, managed services, and business process outsourcing.

Founded in 2012, Snowflake is a fully managed platform that consolidates data hosted on different public clouds for centralized analytics and governance. Snowflake’s cloud-native architecture allows users to independently scale the compute and storage layers, providing customers with optimized performance at lower costs. The company’s data lake and data warehouse products support a variety of use cases, including business analytics, data engineering, and artificial intelligence. Snowflake is widely used by Fortune 2000 companies in financial services, media, and retail sectors.

Intuit serves small and midsize businesses with accounting software QuickBooks and online marketing platform Mailchimp. The company also operates retail tax filing tool TurboTax, personal finance platform Credit Karma, and a suite of professional tax offerings for accountants. Founded in the mid-1980s, Intuit enjoys a dominant market share for small-to-midsize business accounting and self-serve tax filing in the US.

Dating back to 1879, Tokio Marine is Japan’s oldest insurance company and was its top property and casualty insurer in terms of market share for many decades. After mergers of its smaller rivals in the past few years, the company is now roughly the same size in the domestic nonlife market as MS&AD and Sompo, but it remains the most valuable listed Japanese insurer in terms of market capitalization due to its larger overseas business portfolio. The majority of its overseas business is in the US, where it has purchased four specialty insurers since 2008: Philadelphia Consolidated, Delphi Financial, HCC, and PURE.

Elevance Health remains one of the leading health insurers in the US, providing medical benefits to 46 million medical members as of June 2025. The company offers employer, individual, and government-sponsored coverage plans. Elevance differs from its peers in its unique position as the largest single provider of Blue Cross Blue Shield branded coverage, operating as the licensee for the Blue Cross Blue Shield Association in 14 states. Through acquisitions, such as the Amerigroup deal in 2012 and MMM in 2021, Elevance's reach expands beyond those states through government-sponsored programs, such as Medicaid and Medicare Advantage plans, too. It is also an emerging player in pharmacy benefit management and other healthcare services.

Airbnb is the world’s largest online alternative accommodation travel agency; it also offers booking services for boutique hotels, experiences, and hotel-like services. Airbnb’s platform offers over 9 million active accommodation listings. Listings from the company’s 5 million-plus hosts are spread over almost every country in the world. In 2025, 42% of revenue was from North America, 39% from Europe, the Middle East, and Africa, 10% from Latin America, and 9% from Asia-Pacific. Transaction fees for online bookings account for all its revenue.

Moody’s, along with S&P Ratings, is a leading provider of credit ratings on fixed-income securities. The ratings segment, Moody’s Investors Service, includes corporates, structured finance, financial institutions, and public finance ratings. MIS represents a majority of the firm’s profit and often (depending on bond issuance levels) a majority of the firm's revenue. The other segment, Moody’s Analytics, consists of decision solutions, research and insights, and data and information.

Munich Re was founded in 1880 by Carl Thieme amid a flurry of other reinsurance companies set up independently of primaries. In those early days, most reinsurers typically focused on a few strong customers. Thieme focused on a broader set of cedents to drive stronger growth in premiums. This coincided with a strategy of risk diversification and a preference to partner rather than take on a one-sided transfer of risk. In the 1890s, Munich Re introduced the first machinery insurance. After Thieme and Wilhelm von Fink founded Allianz, this was the main channel to sell insurance on machinery. We believe the approach of partnering with insurers and preferring to avoid one-sided risk, in conjunction with combining inspection and insurance services, remains at the heart of the firm.

Cigna primarily provides pharmacy benefit management and health insurance services. Its PBM and specialty pharmacy services, which were greatly expanded by its 2018 merger with Express Scripts, are mostly sold to health insurance plans and employers. Its largest PBM contract is with the Department of Defense (current contract through 2029), and it recently won a multiyear deal with top-tier insurer Centene. In health insurance and other benefits, Cigna primarily serves employers through self-funding arrangements, and the company operates mostly in the US with 17 million US and 2 million international medical members covered as of December 2024.

The roots of Generali date back to the 1830s and the Bora wind and rough seas that hit the Trieste region. Over that decade, Generali sought to expand throughout Italy, but this growth was held back by the fragmented nature of Italy. The Italian Revolution in the 1840s paved the way for easier expansion in the country. After World War I, Trieste was handed back to Italy. The dissolution of the Austro-Hungarian Empire created a fragmented Europe and a fragmented Generali. To this day, Generali remains quite a diversified company, but its core operations remain in the historical Austro-Hungarian countries of Austria, Central and Eastern Europe, Germany, and Italy. This is the case in Generali’s nonlife business, and France is also an important contributor to life and savings.

Nebius is a vertically integrated cloud provider focusing on AI and high-performance computing. It is a carve-out of the previous Russian tech firm Yandex, following the Russian sanctions since the Ukraine-Russia war. Nebius designs and operates its own data centers and servers across Europe and the US, with a total capacity of several hundred megawatts. In September 2025, Microsoft became a major Nebius client under a multiyear $17 billion revenue agreement to provide computing capacity.

CoreWeave Inc is a modern cloud infrastructure technology company that offers the CoreWeave Cloud Platform which consists of proprietary software and cloud services that deliver the automation and efficiency needed to manage complex AI infrastructure at scale. Its platform supports the development and use of ground-breaking models and the delivery of the next generation of AI applications that are changing the way of living and working across the globe.

Manulife Financial is one of the Big Three Canadian life insurers. The firm provides life insurance, annuities, asset management, and wealth management products to individuals and group customers in Canada, the United States, and Asia. The Canadian business segment contributes approximately 22% of adjusted earnings. The Asia segment operates across 12 countries and contributes around 36% of earnings, with a significant presence in Hong Kong and Singapore. The US business, which primarily operates under the John Hancock brand, contributes about 23% of earnings. Manulife’s global asset and wealth management business contributes approximately 20% of its earnings and had around CAD 1.03 trillion in assets under management and administration as of the end of 2024.

Travelers offers a broad product range and participates in both commercial and personal insurance lines. Its commercial operations offer a variety of coverage types for companies of any size but concentrate on serving midsize businesses. Its personal lines are roughly evenly split between auto and homeowners insurance.

RELX is a global provider of information-based analytics and decision tools for professional and business customers in various industries. The company serves sectors such as science and medical research, risk management, and legal. In addition, RELX organizes large-scale digital and face-to-face events such as industry trade shows. Around 60% of revenue is generated in North America and about 20% in Europe.