May 2026
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Largest Horizontal SaaS Public Companies
Benchmark revenue and EBITDA valuation multiples for public comps like
Alphabet, Microsoft, Oracle, Cisco and Alibaba Group.
 | 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. | $386 | +124% | $4.7T | $4.6T | 11.5x | 25.7x | ||
| 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). | $417 | -9% | $3.1T | $3.1T | 10.9x | 19.0x | ||
| 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. | $181 | +10% | $522B | $641B | 11.2x | 20.5x | ||
| 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. | $115 | +83% | $456B | $470B | 8.3x | 21.1x | ||
 | 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. | $17 | +17% | $327B | $318B | 2.2x | 10.4x | ||
| 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. | $222 | -14% | $209B | $267B | 4.0x | 14.4x | ||
 | 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. | $172 | -44% | $200B | $198B | 4.5x | 14.1x | ||
| 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. | $240 | +25% | $195B | $191B | 20.7x | 66.3x | ||
| 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. | $477 | +21% | $160B | $161B | 29.4x | 35.7x | ||
| 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. | $617 | +31% | $157B | $153B | 31.7x | 117.8x | ||
| 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. | $235 | +111% | $153B | $173B | 1.5x | 13.7x | ||
| 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. | $179 | -32% | $147B | $154B | 3.7x | 9.0x | ||
 | 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. | $101 | -6% | $131B | $126B | 10.9x | 62.7x | ||
| 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. | $400 | -47% | $111B | $114B | 6.1x | 14.5x | ||
| 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. | $102 | -50% | $105B | $102B | 7.7x | 21.3x | ||
| 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). | $255 | -39% | $103B | $103B | 4.3x | 8.9x | ||
| 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. | $494 | +6% | $95B | $103B | 14.6x | 36.9x | ||
| 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. | $128 | +25% | $94B | $91B | 13.3x | 35.7x | ||
 | 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. | $24 | -36% | $87B | $84B | 2.9x | 10.8x | ||
| 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. | $215 | +83% | $77B | $73B | 21.3x | 88.8x | ||
| 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. | $207 | +25% | $73B | $72B | 33.4x | 148.0x | ||
| 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. | $170 | -18% | $59B | $57B | 12.3x | 83.8x | ||
| Strategy Inc is a bitcoin treasury company and a provider of business intelligence services. It is designed to provide investors varying degrees of economic exposure to Bitcoin by offering a range of securities, including equity and fixed-income instruments. The company also provides industry AI-powered enterprise analytics software. It has one reportable operating segment: the Software Business, which is engaged in the design, development, marketing, and sales of the company's enterprise analytics software platform through cloud subscriptions and licensing arrangements and related services (i.e., product support, consulting, and education). Geographically, the company operates in EMEA, U.S. and Other Regions, of which maximum revenue is derived from U.S.. | $165 | -55% | $58B | $73B | 152.6x | 1550.2x | ||
 | 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. | $33 | -39% | $58B | $67B | 5.1x | 12.8x | ||
| 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. | $100 | -10% | $54B | $87B | 17.0x | 28.7x | ||
 | 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. | $198 | +438% | $50B | $50B | 95.1x | 92.7x | ||
| Baidu is the largest internet search engine in China with over 50% share of the search engine market in 2024 per web analytics firm, Statcounter. The firm generated 70% of core revenue from online marketing services from its search engine in 2024. Outside its search engine, Baidu is a technology-driven company and its other major growth initiatives are artificial intelligence cloud, video streaming services, voice recognition technology, and autonomous driving. | $17 | +68% | $48B | $45B | 2.4x | 9.9x | ||
| Celestica Inc offers supply chain solutions. The company has two operating and reportable segments: Advanced Technology Solutions (ATS) and Connectivity & Cloud Solutions (CCS). The ATS segment consists of the ATS end market and is comprised of the Aerospace and Defense, Industrial, health tech, and Capital Equipment businesses. Its Capital Equipment business is comprised of the semiconductor, display, and robotics equipment businesses, and the CCS segment consists of Communications and Enterprise end markets, The Enterprise end market is comprised of its servers and storage businesses. The company generates a majority of its revenue from the Connectivity & Cloud Solutions segment. | $338 | +194% | $39B | $39B | 3.2x | 32.4x | ||
| Paychex is a technology company providing human capital management solutions, enabling clients to better implement payroll, talent, time, tax, and benefits administration. It has a diverse set of product offerings addressing client needs. Aside from its traditional cloud-based payroll and HCM software offering, which accounts for close to half of total revenue, the company provides outsourcing options. Paychex's administrative service organization and professional employer organization accounts generate over 40% of sales. The balance of revenue is generated through retirement services, insurance solutions, and other products. In fiscal 2025, the company had 800,000 clients and almost 2.5 million worksite employees across its ASO and PEO. | $94 | -40% | $34B | $37B | 6.7x | 14.6x | ||
| HCL Technologies Ltd provides enterprises with IT solutions. It focuses on offering Digital, Internet of Things, Cloud, Automation, Cybersecurity, Infrastructure Management, and Engineering services to solve business problems for clients. It offers solutions to a variety of industries, including Financial Services, Public Services, Consumer Services, Healthcare, and Manufacturing. It operates in three segments: IT and Business Services, Engineering and R&D Services, and HCL Software. The firm emphasizes consultation services for firms, intending to offer them digital and design solutions. The majority of the firm's revenue comes from the IT and Business Services segment. Geographically, it derives maximum revenue from the USA, and the rest from Europe, India, and the Rest of the world. | $12 | -31% | $33B | $30B | 2.2x | 10.6x | ||
| Workday is a software company that offers human capital management, financial management, and business planning solutions for enterprises. Known for being a cloud-only software provider, Workday was founded in 2005 and is headquartered in Pleasanton, California. | $129 | -48% | $32B | $31B | 3.2x | 9.9x | ||
 | Hexagon is the global leader in digital reality solutions, combining hardware such as sensors and measuring devices, software, and services. Customers are mainly in heavy industry such as oil and gas, mining, construction, manufacturing, chemicals, and agriculture. Major products include measuring technology, mapping tools, and software. Around 40% of revenue is generated in the Americas, 35% in Europe, the Middle East, and Africa, and the rest in Asia. | $11 | +7% | $30B | $31B | 4.9x | 13.4x | ||
| Twilio is a cloud-based communications platform-as-a-service company offering communication building blocks that allow for a fully customized customer engagement experience spanning voice, video, chat, and SMS messaging. It does this through various application programming interfaces and prebuilt solution applications aimed at improving customer engagement. The company leverages its Super Network, a global network of carrier relationships, to facilitate high-speed, cost-effective communication. | $196 | +66% | $30B | $28B | 5.6x | 27.1x | ||
 | Wiwynn Corp is a Taiwan-based cloud infrastructure provider. The company is a cloud-enabling service company that is engaged in research, development, design, testing, and sales of products, semi-products, peripheral equipment and parts of computer and peripheral equipment, data storage media, electric appliances and media products, information software, export business relating to the business of the company, management consult services, information software services, and data processing services. The company derives revenue from the manufacturing and sale of servers and storage in cloud infrastructure and hyperscale data centers. | $155 | +104% | $29B | $29B | 1.0x | 12.8x | ||
| Zoom Communications provides a video-first communications platform that connects people through frictionless video, voice, chat, and content sharing. The company’s cloud-native platform enables video experiences and connects users across various devices and locations in a single meeting. Zoom has launched a variety of communications-related solutions, including Zoom Phone and Zoom Contact Center. The firm was founded in 2011 and serves companies of all sizes from all industries around the world. | $97 | +20% | $29B | $21B | 4.3x | 10.0x | ||
| Zscaler is a software-as-a-service, or SaaS, firm focusing on providing cloud-native cybersecurity solutions to primarily enterprise customers. Zscaler’s offerings can be broadly partitioned into Zscaler Internet Access, which provides secure access to external applications, and Zscaler Private Access, which provides secure access to internal applications. The firm is headquartered in San Jose, California, and went public in 2018. | $175 | -36% | $28B | $27B | 9.9x | 38.9x | ||
| Verisign is an operator of critical infrastructure within the domain name system, or DNS. As the registry for some of the world’s most popular TLDs, .com and .net, Verisign directs DNS resolvers to the appropriate registry where IP addresses are stored. Verisign’s control over its TLDs is regulated by ICANN and the NTIA and are subject to contract renewal every six years. The company generates revenue through annual subscriptions allowing customers to use .com and .net as their TLD of choice for their respective websites. | $303 | +11% | $28B | $29B | 17.4x | 23.5x | ||
| Founded in 2007, MongoDB is a vendor of a document-oriented database that accelerates development processes of new applications. Enterprise customers can choose between the fully managed offering, MongoDB Atlas, or the self-managed version, MongoDB Enterprise Advanced. MongoDB is a popular tool among developers, and its free Community Server has recorded over 500 million downloads since 2009. | $335 | +77% | $27B | $25B | 10.0x | 51.5x | ||
 | PT DCI Indonesia Tbk is a data center provider in Indonesia. It provides reliable, well networked, and well-managed cloud and carrier-neutral data center infrastructure services in Indonesia. The company operates in two segments: Colocation services and Others. The services offered by the company include Colocation, Cross Connect, Flexspace, Smarthands, CloudConnect, and DCI Internet Exchange. | $11 | +21% | $27B | $27B | 186.1x | 371.0x | ||
| NetApp Inc is a provider of enterprise data management and storage solutions. The company's segments include Hybrid Cloud and Public Cloud. It generates maximum revenue from the Hybrid Cloud segment. The Hybrid Cloud segment offers a portfolio of storage management and infrastructure solutions that help customers recast their traditional data centers with the power of the cloud. This portfolio is designed to operate with public clouds to unlock the potential of hybrid, multi-cloud operations. Hybrid Cloud is composed of software, hardware, and related support, as well as professional and other services. Geographically, the company generates the majority of its revenue from the United States, Canada and Latin America (Americas). | $121 | +22% | $24B | $24B | 3.6x | 11.3x | ||
| Corpay Inc is a corporate payments company that helps businesses and consumers manage and pay their expenses. Its suite of modern payment solutions helps customers manage vehicle-related expenses, lodging expenses, and corporate payments. Its reportable segments are; Vehicle Payments, Corporate Payments, Lodging Payments, and Other. The group's geographic areas are the United States, Brazil, the United Kingdom, and Other. | $343 | +6% | $22B | $30B | 6.7x | 12.7x | ||
| Verisk is a leading data, analytics, and technology provider for property-casualty insurers. Verisk traces its history to Insurance Services Office, a nonprofit advisory organization founded in 1971 by US P&C insurers. ISO was formed as an association of insurance companies to assist with a variety of insurance use cases, such as reporting to regulators, defining policies, and determining independent premium rates. As the firm expanded its use cases, it became a for-profit company, renamed Verisk, and went public in 2009. Verisk’s single segment (insurance) provides underwriting solutions, including forms, rules, loss costs, and catastrophe modeling. For claims, Verisk’s solutions include property repair estimates and antifraud tools. About 83% of Verisk’s revenue is US-based. | $171 | -46% | $22B | $26B | 8.6x | 15.3x | ||
| Atlassian produces software that helps teams work together more efficiently and effectively. The company provides project planning and management software, collaboration tools, and IT help desk solutions. The company operates in four segments: subscriptions (term licenses and cloud agreements), maintenance (annual maintenance contracts that provide support and periodic updates and are generally attached to perpetual license sales), perpetual license (upfront sale for indefinite usage of the software), and other (training, strategic consulting, and revenue from the Atlassian Marketplace app store). Atlassian was founded in 2002 and is headquartered in Sydney. | $87 | -58% | $22B | $22B | 4.2x | 16.8x | ||
| F5 is a market leader in the application delivery controller market. The company sells products for security, application performance, and automation. Its three customer verticals are enterprises, service providers, and government entities. Revenue is evenly split between its services business and products business with revenue trending toward products due to software adoption. The Seattle-based firm was incorporated in 1996, and went public in 1999. | $383 | +34% | $22B | $20B | 6.6x | 17.9x | ||
 | CyberArk is a provider of privileged access management solutions protecting enterprises worldwide. The company secures high-value assets like credentials, infrastructure, and applications against targeted cyber threats through its identity security platform. Serving over 8,000 organizations including 65% of Fortune 500 companies, CyberArk prevents attack escalation with tools for session monitoring, just-in-time access, and threat detection. Founded in 1999 with additional offices in Israel, the UK, France, Germany, the Netherlands, and Singapore, it operates in more than 65 countries and maintains a NASDAQ listing under CYBR. | $409 | -- | $21B | $20B | — | — | ||
| Akamai operates a content delivery network, which entails locating servers at the edges of networks so its customers, which store content on Akamai servers, can reach their own customers faster, more securely, and with better quality. Akamai has over 325,000 servers distributed over 4,100 points of presence in more than 1,000 cities worldwide. The firm also offers security and cloud computing for its customers, and those businesses have grown to be bigger than the legacy CDN. | $141 | +86% | $21B | $25B | 6.1x | 14.1x | ||
| Beijing Kingsoft Office Software Inc is engaged in the design, development, sales, and promotion of WPS Office office software products and services. The Company’s products are compatible with many operating systems, including Windows, Linux, macOS, Android, and iOS. | $38 | -8% | $17B | $17B | 19.5x | 56.1x | ||
| Iflytek Co Ltd is a China-based company, principally engaged in the software and information technology (IT) service businesses. The company’s business includes intelligent application systems, software for voice and speech recognition and conversion, computer software design services, and computer programming services. The company's main products include AI language learning products, AI learning machines, AI diagnosis and treatment assistant products, smart medical devices, the iFLYTEK Hearing Smart Conference System, the iFLYTEK Spark App, the iFLYTEK Smart Office Book, the iFLYTEK Translator, and others. | $7 | +8% | $17B | $18B | 4.6x | 39.0x | ||
| Wolters Kluwer is a global provider of professional information, software solutions, and services in health; tax and accounting; environmental, social, and governance; finance; compliance; and legal. More than 60% of revenue is generated in North America and around 30% is from Europe. | $77 | -57% | $17B | $22B | 3.0x | 8.4x | ||
| DigitalOcean Holdings Inc is a cloud computing platform offering on-demand infrastructure and platform tools for developers, start-ups, and small and medium-sized businesses. The customers use the platform for a wide range of cases, such as web and mobile applications, website hosting, e-commerce, media and gaming, personal web projects, and managed services, among many others. Geographically, the company generates maximum revenue from North America and also has a presence in Europe, Asia, and the Rest of the world. | $150 | +430% | $16B | $16B | 18.0x | 43.3x | ||
| Okta is a cloud-native security company that focuses on identity and access management. The San Francisco-based firm went public in 2017 and focuses on two key client stakeholder groups: workforces and customers. Okta’s workforce offerings enable a company’s employees to securely access its cloud-based and on-premises resources. The firm’s customer offerings allow its clients’ customers to securely access the client’s applications. | $86 | -17% | $15B | $13B | 4.4x | 16.2x | ||
 | ELM Co is engaged in providing ready-made and customized digital solutions in many areas. Its ready-made solutions serve a broad segment of customers, who can subscribe to different packages of their choosing to meet their needs and suffice business requirements. The services offered by the company include Consulting, Data Analysis and Technical solutions. The segments are Digital Business, Business Process Outsourcing and Professional Services, out of which the majority are from the Digital Business segment. | $192 | -30% | $15B | $15B | 5.7x | 21.6x | ||
| Gen is a cybersecurity pure-play that offers security, identity protection, and privacy solutions to individual consumers. The firm's cyber safety offerings, via brands such as Norton, Avast, and LifeLock, have long maintained their positions as some of the most recognizable consumer-focused security and identity-protection products. | $24 | -15% | $15B | $23B | 5.7x | 11.1x | ||
| Aurora Innovation Inc delivers self-driving technology safely, quickly, and broadly. The Aurora Driver is a self-driving system designed to operate multiple vehicle types, from freight-hauling trucks to ride-hailing passenger vehicles. It underpins Aurora Horizon and Aurora Connect, its driver-as-a-service products for trucking and ride-hailing. The Company is developing the Aurora Driver, a scalable suite of self-driving hardware, software, and data services designed as a platform to adapt and interoperate among vehicle types and applications. | $7 | +15% | $14B | $12B | 4154.9x | (17.6x) | ||
| CGI is a Canada-based IT-services provider with an embedded position in North America and Europe. The company is one of the major IT suppliers to different levels of government around the world. It offers a broad portfolio of services such as consulting, systems integration, application maintenance, and business process services to governments and the private sector. With offices in over 40 countries, CGI follows a balanced global delivery model with most consultants in client proximity. | $65 | -40% | $14B | $16B | 1.4x | 7.1x | ||
| CDW Corp is a multi-brand provider of information technology (IT) solutions to businesses, government, education, and healthcare customers in the United States, the United Kingdom, and Canada. The company's offerings range from hardware and software products to integrated IT solutions and services, including on-premise and cloud capabilities across hybrid infrastructure, digital experience, and security. Its reportable segments are Corporate, Small Business, Public, and Other. The Corporate and Small Business segments serve US private sector business customers, while the Public segment consists of government agencies and education and healthcare institutions in the US. The Corporate segment generates the majority of its revenue in the United States. | $104 | -42% | $13B | $19B | 0.8x | 8.7x | ||
| Rubrik Inc is a company that offers data security solutions to organizations ranging from the largest companies world-wide to mid-sized smaller customers. Its platform is architected to help organizations achieve cyber resilience, which encompasses cyber posture and cyber recovery. It enables organizations to confidently accelerate digital transformation and leverage the cloud to realize business agility. Geographically, the company operates in the Americas, EMEA (Europe, the Middle East, and Africa) and APAC (Asia Pacific). It generates maximum revenue from Americas. | $64 | -33% | $13B | $13B | 9.7x | 456.7x | ||
| Check Point Software Technologies is a pure-play cybersecurity vendor. The company offers solutions for network, endpoint, cloud, and mobile security in addition to security management. Check Point, a software specialist, sells to enterprises, businesses, and consumers. Around 50% of revenue is generated in Europe, the Middle East, and Africa, 40% from the Americas, and 10% from the Asia-Pacific region. The firm, based in Tel Aviv, Israel, was founded in 1993 and has about 5,000 employees. | $126 | -45% | $13B | $12B | 4.5x | 10.8x | ||
| Nutanix Inc is engaged in cloud software, offering organizations a single platform for running applications and managing data anywhere. Its Nutanix Cloud Platform is designed to enable organizations to build a hybrid multicloud infrastructure, providing a consistent cloud operating model with a single platform for running applications and managing data in core data centers, at the edge, and in public clouds, all while supporting a variety of hypervisors and container platforms. The company operates a single operating and reportable segment based on a subscription business model. It conducts business in the United States, Europe, the Middle East and Africa, Asia Pacific, and other Americas, with key revenue generated from the United States. | $48 | -37% | $13B | $13B | 5.0x | 20.8x | ||
| Figma Inc is engaged in transforming ideas into digital products and experiences. The group focuses on the entire software creation lifecycle, enabling it to quickly launch new products on Figma's browser-based platform and reinforcing its belief that design extends well beyond a single step or role. The company adopts an expansive view, as design is more than how something looks, feels, or works. It derives its revenue from sales of subscriptions for access to its platform. | $23 | -- | $12B | $11B | 10.1x | 75.8x | ||
| GoDaddy Inc provides digital solutions and services for entrepreneurs, small businesses, individuals, organizations, developers, designers, and domain investors. It offers tools intended to support business creation and management through an integrated service platform. The company operates through two segments: Applications and Commerce (A&C) and Core Platform (Core). The majority of the company's revenue is derived from the Core Platform segment, which consists of sales of domain registrations and renewals, aftermarket domain sales, website hosting products and website security products. Geographically, it generates the maximum revenue from the United States. | $90 | -50% | $12B | $15B | 2.9x | 9.2x | ||
| Dynatrace is a software-as-a-service company that enables customers to monitor and analyze their information technology infrastructure, from servers to applications and Python scripts. Dynatrace’s unified platform can ingest and analyze large amounts of machine-generated data in real time, allowing clients to optimize their business for service-level objectives and ensure uptime. | $40 | -26% | $12B | $11B | 6.3x | 47.3x | ||
 | Obic is one of Japan’s largest enterprise resource planning service providers with a dominant share of the Japanese midsize corporate market. Obic has three main business lines: system integration, system support, and office automation, and, thus, offers one-stop construction and operation of information systems centered on its proprietary ERP suite. The company, which has a 57-year history, reported fiscal March 2025 revenue of JPY 121.2 billion, with system integration contributing 41.5%, system support 52%, and office automation 6.5%. | $27 | -19% | $12B | $10B | 13.5x | 20.2x | ||
| 360 Security Technology Inc is engaged in the research and development of Internet security technology, design, development, and promotion of Internet security products, as well as commercial services such as Internet advertising and services based on Internet security products, Internet value-added services, and smart hardware services. The company operates through two segments. The Internet and Smart Hardware Business segment covers Internet commercialization, such as advertising and services, value-added Internet businesses like AI products and game distribution, and smart hardware, including cameras, video doorbells, driving recorders, and children’s smartwatches. The Security Business segment focuses on digital security operations. | $2 | +13% | $12B | $9B | 6.7x | 51.1x | ||
| Unity Software Inc provides a software platform for creating and operating interactive, real-time 3D content. The platform can be used to create, run, and monetize interactive, real-time 2D and 3D content for mobile phones, tablets, PCs, consoles, and augmented and virtual reality devices. The business is spread across the United States, Greater China, EMEA, APAC, and other Americas, and key revenue is derived from the EMEA region. Its products are used in the gaming industry, retail, automotive, architecture, engineering, and construction. | $26 | +0% | $11B | $12B | 6.2x | 28.2x | ||
| Confluent Inc operates in the Data Streaming Platform category, setting data in motion to power real time operations, analytics, and artificial intelligence AI. The Company has built a comprehensive platform that enables organizations to stream, connect, process, and govern data in motion across the enterprise. The Data Streaming Platform links applications, systems, and data layers into real time data streams, supporting real time decision making, autonomous agents, and generative AI applications. The platform delivers four key capabilities, Stream, Connect, Process, and Govern, with streaming as the foundation for continuous real time data movement. The Company operates in the United States and international markets, with the majority of revenue coming from the United States. | $31 | +33% | $11B | $10B | — | — | ||
| CACI International Inc is an information solutions and services provider, offering information solutions and services to its customers. The company's primary customers are agencies and departments of the U.S. government, which account for the vast majority of the firm's revenue. It provides information solutions and services supporting national security missions and government modernization for intelligence, defense, and federal civilian customers. Some of the services provided by the company are functional software development, data, and business analysis, IT operations support, naval architecture, and life cycle support intelligence among others. The company's operating segments are; Domestic operations and International operations. It derives key revenue from the Domestic segment. | $493 | +15% | $11B | $16B | 1.9x | 16.9x | ||
| HubSpot provides a cloud-based marketing, sales, and customer service software platform referred to as the growth platform. The applications are available ala carte or packaged together. HubSpot’s mission is to help companies grow better and has expanded from its initial focus on inbound marketing to embrace marketing, sales, and service more broadly. The company was founded in 2006, completed its initial public offering in 2014, and is headquartered in Cambridge, Massachusetts. | $208 | -65% | $11B | $9B | 2.9x | 13.5x | ||
| The Sage Group is a U.K.-based provider of accounting and enterprise resource planning, or ERP, software, predominantly to customers in the U.S. and Europe. The company was founded in 1981 and historically sold on-premises software products with perpetual software licenses. However, the company is transitioning toward cloud connected and cloud native products, sold via software-as-a-service, or SaaS, contracts. Sage’s main cloud native products include Sage Accounting, for small businesses, and Sage Intacct, which Sage acquired in 2017, for midsize businesses. | $12 | -28% | $11B | $12B | 3.6x | 14.1x | ||
| Applied Digital Corp is a designer, developer, and operator of next-generation digital infrastructure across North America. It provides digital infrastructure solutions and cloud services to industries like High-Performance Computing (HPC) and Artificial Intelligence (AI). The company operates in the following business segments: Data Center Hosting Business and HPC Hosting Business. The majority of its revenue is generated from the Data Center Hosting Business, which operates data centers to provide energized space to crypto mining customers. | $37 | +436% | $10B | $12B | 80.2x | 589.1x | ||
| AES is a global power company that operates in 15 countries. Its generation portfolio totals over 32 gigawatts, including renewable energy (50%), gas (32%), coal (16%), and oil (2%). AES has majority ownership and operates six electric utilities distributing power to more than 2.5 million customers. | $15 | +44% | $10B | $40B | 3.2x | 13.5x | ||
| The Trade Desk provides a self-service platform that helps advertisers and ad agencies programmatically find and purchase digital ad inventory (display, video, audio, and social) on devices like computers, smartphones, and connected TVs. It uses data in an iterative manner to optimize the performance of ad impressions purchased. The firm’s platform is referred to as a demand-side platform in the digital ad industry, and it generates revenue from fees based on a percentage of what its clients spend on advertising. | $21 | -72% | $10B | $9B | 3.1x | 7.5x | ||
 | Xero is a technology company originating from New Zealand, providing cloud-based accounting software, primarily for small and midsize enterprises, or SMEs, and accounting practices. As a first mover in the space for cloud-based accounting software, Xero has grown quickly to achieve dominant market share in New Zealand and Australia, displacing legacy providers. Xero has also expanded beyond its home region toward other English-speaking countries, primarily the United Kingdom and the United States. | $56 | -57% | $10B | $8B | 5.6x | 15.2x | ||
| Docusign offers Agreement Cloud, a broad cloud-based software suite that enables users to automate the agreement process and provide legally binding e-signatures from nearly any device. The company was founded in 2003 and completed its initial public offering in 2018. | $49 | -44% | $10B | $9B | 2.8x | 8.4x | ||
| SenseTime Group Inc is a software company focused on creating an AI-empowered future through innovation. The company develops software & hardware products for different industry verticals and use cases based on the same AI infrastructure platform & model training framework. The principal activities of the Group are the sale of AI software, the sale of AI software platforms & related services, the sale of AI software-embedded hardware and related services, AIDC service as well as research and development activities with AI technology. The Company is domiciled in the Cayman Islands while the Group mainly operates its businesses in four geographical areas of the world Mainland China, Northeast Asia, Southeast Asia, and others, out of which the majority is from Mainland China. | $0 | +32% | $10B | $8B | 11.4x | (267.1x) | ||
| JFrog Ltd provides an end-to-end, hybrid, universal DevOps Platform that powers and controls the software supply chain, enabling organizations to continuously and securely deliver software updates across any system. Its product portfolio includes JFrog Artifactory; JFrog Pipelines; JFrog Xray; JFrog Distribution; JFrog Artifactory Edge; JFrog Mission Control and JFrog Insight. Geographically, it derives a majority of revenue from united states and also has its presence in Israel, India and other regions. | $71 | +65% | $9B | $8B | 14.7x | 82.7x | ||
| GDS Holdings started as an IT service provider in 2001 then moved to the data center business with its first self-developed data center opening in 2010. The company now develops and operates data centers in China and also builds, operates and transfers data centers for other clients. It offers colocation and managed services and mainly targets hyperscale cloud service customers who take large areas of its data centers or even whole data centers under long-term contracts. Its data centers are located predominantly in and around the Tier 1 cities in China and it has also started an expanding into Southeast Asia via the now 38% owned DayOne. GDS listed on the Nasdaq in 2016 and completed a secondary listing in Hong Kong in 2020. | $5 | +74% | $8B | $13B | 7.9x | 15.0x | ||
| SailPoint Inc delivers solutions to enable comprehensive identity security for the enterprise. The company does this by unifying identity data across systems and identity types, including employee identities, non-employee identities, and machine identities. The SaaS and customer-hosted offerings of the company leverage intelligent analytics to give organizations critical visibility into which identities currently have access to which resources, which identities should have access to those resources, and how that access is being used. Its solutions enable organizations to establish, control, and automate policies that help them define and maintain a robust security posture and achieve regulatory compliance. | $14 | -18% | $8B | $8B | 7.3x | 39.2x | ||
| Tempus AI Inc is a technology company. It has built the Tempus Platform, which comprises both a technology platform to free healthcare data from silos and an operating system to make the resulting data useful. Its Intelligent Diagnostics use AI, including generative AI, to make laboratory tests more accurate, tailored, and personal. | $46 | -17% | $8B | $9B | 7.0x | (1199.1x) | ||
| Nemetschek is a German company that makes software products for the architecture, engineering, and construction industry, mainly, but also for the media and entertainment industry. Its software solutions cover the entire life cycle of building and infrastructure projects (design, build, and manage). In media and entertainment, it is one of the world’s leading providers of software for the creation of 3D animation and visual effects in movies, TV shows, and gaming. | $70 | -50% | $8B | $8B | 5.8x | 18.6x | ||
| Manhattan Associates provides software that helps users manage their supply chains, inventory, and omnichannel operations. Customers are generally retailers, wholesalers, manufacturers, and logistics providers. The company was founded in 1990 and serves more than 1,200 customers worldwide. | $136 | -28% | $8B | $8B | 7.3x | 19.9x | ||
| Empyrean Technology Co Ltd is engaged in the development, sales, and related services of EDA tool software for integrated circuit design and manufacturing. It also provides technology development and foundry design enablement services, serving the IC design, manufacturing, and packaging sectors. | $14 | -24% | $8B | $7B | 38.4x | 256.0x | ||
| NextDC operates 17 data centers in Australian cities with a focus on colocation and interconnection between enterprises, global cloud, and ICT providers and telecommunication networks. It has another 2 data centers in Asia and 13 data centers in development or planning stage in Australia, Asia and New Zealand. NextDC provides physical space, cooling, power and security services and offers optional technical and project management support. The company’s tenants store their servers within the data center and can connect to each other, to and between global public cloud providers and telecommunication network providers via physical and virtual connections. Colocation services allow enterprises to enhance security of data transmission and reduce latency. | $10 | +12% | $8B | $9B | 29.8x | 55.9x | ||
| Arabian Internet and Communications Services Co is an information and communication company. The company's revenue mainly comprises of Core ICT Services, IT Managed and Operational Services, and Digital Services. It derives the majority of its revenue from Core ICT Services. | $62 | -12% | $7B | $7B | 2.0x | 12.0x | ||
| Oracle Corp Japan is an information technology company. Its products cover database management, enterprise resource planning, supply chain management, data warehousing, customer relationship management, middleware, business intelligence, and application products. The firm provides cloud solutions, business solutions, industry solutions, mobile solutions, technology solutions and consulting, financing, training, cloud, and others. The company operates through three reportable segments: Cloud & License, Hardware Systems, and Services. | $57 | -46% | $7B | $7B | 3.9x | 11.7x | ||
| Core Scientific Inc is engaged in designing, building and operating digital infrastructure for high-performance computing. The business operates in three operating segments; Digital Asset Self-Mining, consisting of performing digital asset mining for the own account, Digital Asset Hosted Mining, consisting of providing hosting services to third parties for digital asset mining, and HPC Hosting, consisting of providing hosting services to third parties for graphics processing unit (GPU) based HPC hosting operations. The majority of revenue is derived from the Digital Asset Self-Mining Segment. | $23 | +115% | $7B | $8B | 26.1x | (343.7x) | ||
| Wangsu Science & Technology Co Ltd is a China-based company engaged in the provision of telecommunication value-added services. It is mainly engaged in the provision of a content delivery network (CDN) services, Internet data center (IDC) services, and cloud service integrated solutions. The company operates its business in domestic and overseas markets. | $3 | +84% | $7B | $6B | 8.6x | 38.3x | ||
| InterDigital Inc is a research and development company focused on wireless, Video, Artificial Intelligence, and related Technologies. It designs and develops technologies that enable connected, immersive experiences in a broad range of communications and entertainment products and services. The majority of revenue is generated from fixed-fee patent license agreements, with a smaller portion coming from variable royalty agreements. Geographically, it operates in the United States, China, South Korea, Japan, Taiwan, and Europe, with the majority is from China. | $265 | +22% | $7B | $6B | 7.4x | 10.5x | ||
| Amdocs Ltd is a provider of software and services to communications, entertainment, and media service providers. The Company operates in a single segment and designs, develops, markets, supports, implements, and operates open and modular cloud offerings. Its portfolio includes solutions across digital business systems and legacy business and operational support systems, supporting multiple lines of business such as wireless, broadband, cable, fiber, satellite, and digital services. The Company leverages artificial intelligence to support digital transformation, cloud adoption, and intelligent network automation. Geographically, it derives a majority of its revenue from North America and also operates in Europe and the rest of the world. | $62 | -32% | $7B | $8B | 1.7x | 6.7x | ||
| Founded in 1998, Paycom is a human capital management software-as-a-service provider addressing customer requirements surrounding payroll, talent acquisition, talent management, human resources management, and time and labor. The company primarily generates revenue through the sale of subscriptions providing access to its HCM platform. To a lesser extent, the company also generates revenue from implementation services provided to customers as well as interest income generated from customer funds. | $141 | -46% | $7B | $7B | 3.5x | 8.2x | ||
| Dropbox provides cloud storage and content collaboration tools, focusing on individuals and small to midsize businesses. Founded in 2007, Dropbox was a pioneer in the file sync and share market. In recent years, the firm has been emphasizing its Dash product, which facilitates AI-powered universal search across unstructured cloud data. | $28 | -5% | $6B | $9B | 3.6x | 7.7x | ||
| Founded in 1997, Paylocity is a cloud-based human capital management and payroll platform servicing midmarket customers. The company’s average client size is around 150 employees. Its products help with recruiting and onboarding, payroll, time and labor, human resources, benefits, learning, and performance and compensation workflows. In fiscal 2025, the company generated over $1.5 billion in revenue across more than 41,000 customers. | $113 | -41% | $6B | $6B | 3.7x | 10.1x | ||
| Clear Secure Inc is an identity company making experiences safer and easier digitally and physically. It is involved in creating a frictionless travel experience while enhancing security. Its secure identity platform uses biometrics to automate the identity verification process through lanes in airports, helping to make the travel experience safe and easy. The Company's operations are mainly focused on growing and maintaining its secure identity network across multiple offerings in both aviation and non-aviation channels. | $60 | +143% | $6B | $5B | 6.0x | 20.5x | ||
| Descartes Systems Group provides a software solution that allows users in the shipping industry to communicate with one another. Its core product is the Global Logistics Network, which is best understood as transaction-driven. Descartes charges clients to send/receive messages, data, and documents on the GLN. Customers typically contract for a monthly minimum over a multiyear period. The GLN platform allows Descartes to upsell additional software modules as well, typically provided via a software-as-a-service model. | $71 | -39% | $6B | $6B | 7.8x | 17.3x | ||
| SentinelOne is a cloud-based cybersecurity company specializing in endpoint protection. SentinelOne’s primary offering is its Singularity platform that offers a single pane of glass for an enterprise to detect and respond to security threats attacking its IT infrastructure. The California-based firm was founded in 2013 and went public in 2021. | $18 | +0% | $6B | $5B | 5.4x | 60.4x | ||
| ServiceTitan Inc is an end-to-end technology platform built for contractors to transform the performance of their businesses. The Company’s platform provides business owners, technicians, customer service representatives and other key office staff with technology tools designed to help customers grow revenue, drive operational efficiencies, deliver a superior end-customer experience and monitor key business drivers in real-time. The Company also has subsidiaries in Yerevan, Armenia and British Columbia, Canada that primarily serve as research and development and support centers. | $62 | -44% | $6B | $6B | 5.8x | 36.4x | ||
| Yonyou Network Technology Co Ltd with its subsidiary, is engaged in technology development, technical consulting, hardware, and peripheral equipment; property management; sales of computer software, hardware, and peripheral equipment; design, production, and others. The company also offers training programs. | $2 | -9% | $6B | $6B | 4.5x | 189.0x | ||
| Ingram Micro Holding Corp is a technology company for the global information technology ecosystem. The company plays a vital role in the IT sales channel, bringing products and services from technology manufacturers and cloud providers to business-to-business technology experts. The company also provide a broad range of technology services, including financing, specialized marketing, and lifecycle management, as well as technical pre- and post-sales professional support. | $26 | +34% | $6B | $9B | 0.2x | 6.4x | ||
| Computacenter PLC is an IT infrastructure services provider that advises organizations on IT plans and manages customer infrastructure. The company offers user support, devices, applications, and data to support the customers through consulting, as well as the implementation and operation of networks and data center infrastructures on or off customers' premises. Computacenter operates infrastructure operation centers and group service desks across Europe, South Africa, and Asia, providing user support in multiple languages. The company's segments include the U.K., Germany, Western Europe, North America, and International, with Germany accounting for the majority of revenue. | $55 | +57% | $6B | $5B | 0.4x | 10.7x | ||
| Founded in 1983, Pegasystems provides a suite of solutions for customer engagement and business process management. The company’s key offering is the Pega Infinity platform, which combines business process management with customer relationship management applications. The company focuses on enterprise-size customers in the financial, insurance, and healthcare industries. | $33 | -32% | $6B | $5B | 3.0x | 10.9x | ||
| Median | $86 | -8% | $15B | $18B | 6.0x | 16.9x |
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