Decidr AI Valuation Multiples

NVIDIA is a US semiconductor and accelerated-computing company headquartered in Santa Clara, California. It was founded on 5 April 1993 by Jensen Huang, Chris Malachowsky and Curtis Priem, and Huang remains president and CEO. The company designs GPUs (GeForce, RTX), data-center AI accelerators and networking, system-on-chip processors and the CUDA software platform. For fiscal 2026 (year ended 25 January 2026) it reported revenue of US$215.9 billion, net income of US$120.1 billion and data-center revenue of US$193.7 billion, with about 42,000 employees. It is listed on Nasdaq (NVDA) and on 29 October 2025 became the first company to reach a US$5 trillion market capitalisation. NVIDIA is also an active strategic investor, taking part in 67 venture deals in 2025 against 54 in 2024, while its NVentures fund made 30 deals in 2025. Its largest commitments include up to US$10 billion in Anthropic (November 2025) and participation in funding rounds of OpenAI, xAI, Mistral AI and Cursor.

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 is an American technology company headquartered in Redmond, Washington that sells software, cloud computing services, devices and games to consumers, businesses and governments. It was founded on 4 April 1975 by Bill Gates and Paul Allen and has been led by chief executive Satya Nadella since February 2014. Its products include the Windows operating system, the Microsoft 365 productivity suite, the Azure cloud platform, the Copilot AI assistant, Xbox consoles and games, the LinkedIn professional network, the GitHub developer platform and the Bing search engine. In the fiscal year to 30 June 2026 revenue rose 18% to $331.8 billion, operating income reached $155.2 billion and net income $133.7 billion; Azure revenue passed $100 billion for the first time and Microsoft 365 Copilot exceeded 30 million paid seats. The company earns money from cloud subscriptions and consumption, software licences, advertising, and hardware and game sales, and employs about 223,000 people. Major acquisitions include LinkedIn for $26.2 billion in 2016 and Activision Blizzard for $68.7 billion in 2023, and it is a major investor in OpenAI under a multi-year, multi-billion-dollar partnership announced in January 2023.

Amazon is an American technology and retail company headquartered in Seattle, Washington, with a second headquarters in Arlington County, Virginia. It runs the amazon.com online store and marketplace for third-party sellers, the Amazon Prime subscription programme, which had 200 million subscribers worldwide in 2021, and Amazon Web Services, the cloud computing unit launched in 2002 that rents data storage and computing power to companies. It also sells Echo, Kindle and Fire devices, distributes video, music and audiobooks through Prime Video, MGM+, Amazon Music, Twitch and Audible, and owns the Whole Foods Market grocery chain, Ring, IMDb and the self-driving car developer Zoox. Amazon earns revenue from product sales, seller commissions and fulfilment fees, subscriptions, cloud services and advertising. It reported revenue of US$716.9 billion and net income of US$77.7 billion in 2025 with about 1,576,000 employees, making it the world's largest company by revenue as of 2026 and the second-largest private employer in the United States. Jeff Bezos founded the company as Cadabra on July 5, 1994, in Bellevue, Washington, as an online bookstore and renamed it Amazon that November. Bezos, who owns about 8.8% of the shares, became executive chairman in July 2021, when former AWS chief Andy Jassy became chief executive.

Meta is the largest social media company in the world, boasting close to 4 billion monthly active users worldwide. The firm's "Family of Apps," its core business, consists of Facebook, Instagram, Messenger, and WhatsApp. End users can leverage these applications for a variety of different purposes, from keeping in touch with friends to following celebrities and running digital businesses for free. Meta packages customer data, gleaned from its application ecosystem and sells ads to digital advertisers. While the firm has been investing heavily in its Reality Labs business, it remains a very small part of Meta’s overall sales.

Micron Technology is a semiconductor manufacturer headquartered in Boise, Idaho. The company designs, develops and manufactures memory and storage technologies used in electronic equipment. Its principal technologies include dynamic random-access memory, NAND flash and NOR memory, which support the storage and retrieval of digital information. Customers use its products in data centres, personal computers, smartphones, vehicles and other connected equipment. Micron earns revenue from sales of memory and storage products to equipment manufacturers and other business customers. Founded in 1978, it developed from a small semiconductor design company into an international manufacturer with fabrication, assembly, testing and research operations. Its manufacturing footprint spans the United States and multiple Asian locations, while design centres and customer laboratories support product development and applications. The company operates under the Micron Technology name and maintains its corporate base in Boise.

Advanced Micro Devices is a United States semiconductor company founded in 1969 and headquartered in Santa Clara, California. It designs central and graphics processors, data-center accelerators, adaptive computing products and related system-on-chip technology for computer makers, cloud operators, enterprises and embedded-system customers. Revenue comes from sales of chips and computing platforms, intellectual-property arrangements and long-term supply relationships. AMD historically manufactured many of its own processors but later separated fabrication into GlobalFoundries and became primarily a fabless designer. Its products compete in personal computers, gaming consoles, servers, artificial-intelligence infrastructure and industrial applications. Advanced Micro Devices serves B2B and B2C customers through activities spanning Semiconductors, AI Chips & Hardware and Artificial Intelligence.

SK Hynix is a semiconductor memory manufacturer with around 60%-70% of its revenue from DRAM and 30%-35% of its revenue from NAND. The company is both the second-largest DRAM and NAND supplier globally, with a 33% and 21% market share, respectively, as of 2024. SK Hynix increased its market position in NAND from fourth to second, after acquiring Intel's NAND business in 2021. SK Square, an investment management company spun off from SK Telecom, is SK Hynix's largest shareholder and currently holds 20% of the company's shares.

Oracle is an American multinational technology company headquartered in Austin, Texas, having moved its head office from Redwood Shores, California, in December 2020. It was co-founded on June 16, 1977, in Santa Clara, California, by Larry Ellison, Bob Miner and Ed Oates as Software Development Laboratories, and took its name from its flagship Oracle Database. Oracle sells database software, enterprise applications including enterprise resource planning, human capital management, customer experience and supply chain software, Oracle Cloud Infrastructure and hardware to businesses and governments. It acquired Sun Microsystems and, in June 2022, Cerner for $28.3 billion, which now forms Oracle Health. In January 2025 Oracle joined OpenAI, SoftBank and MGX in the Stargate AI infrastructure venture, and in September 2025 it signed a $300 billion contract with OpenAI for 4.5 gigawatts of capacity over five years. For the quarter ended November 2025 it reported revenue of $14.1 billion, with cloud infrastructure revenue up 68% to $4.1 billion and remaining performance obligations of $130 billion. It employed 141,000 full-time staff in May 2026, and Clay Magouyrk and Mike Sicilia succeeded Safra Catz as co-CEOs, with Ellison as chairman and chief technology officer.

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.

Arm Holdings is the IP owner and developer of the ARM architecture, which is used in 99% of the world’s smartphone CPU cores, and it also has high market share in other battery-powered devices like wearables, tablets, or sensors. Arm licenses its architecture for a fee, offering different types of licenses depending on the flexibility the customer needs. Customers like Apple or Qualcomm buy architectural licenses, which allow them to modify the architecture and add or delete instructions to tailor the chips to their specific needs. Other clients directly buy off-the-shelf designs from Arm. Both off-the-shelf and architectural customers pay a royalty fee per chip shipped.

CrowdStrike is a cloud-native cybersecurity company specializing in security verticals such as endpoint, cloud workload, identity, and security operations. CrowdStrike's primary offering is its Falcon platform, which provides enterprises with a unified view to detect and respond to security threats across their IT infrastructure. The Austin, Texas-based firm was founded in 2011 and went public in 2019.

IBM (International Business Machines) is an American technology company headquartered in Armonk, New York, and operating in more than 175 countries. It sells hybrid-cloud and AI software, including Red Hat and the watsonx portfolio, IT consulting services, and infrastructure hardware such as IBM Z mainframes. Its customers are mainly large enterprises and governments, and it earns revenue from software subscriptions and licences, consulting and managed-services contracts, and hardware sales and financing. In 2025 IBM reported revenue of $67.5 billion, up 8%, with software up 11%, consulting up 2% and infrastructure up 12%, and free cash flow of $14.7 billion. The company was founded in 1911 as the Computing-Tabulating-Recording Company and renamed International Business Machines in 1924; it dominated mainframe computing with the System/360 and launched the IBM Personal Computer in 1981 before selling its PC division to Lenovo in 2005. More recently it bought Red Hat for $34 billion in 2019, spun off its managed infrastructure services unit as Kyndryl in 2021, and in December 2025 agreed to acquire data-streaming company Confluent for about $11 billion. Arvind Krishna is chairman and chief executive.

Marvell Technology is a fabless chip designer focused on wired networking, where it has the second-highest market share. Marvell serves the data center, carrier, enterprise, and consumer end markets with processors, optical and copper transceivers, switches, and storage controllers.

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.

Qualcomm is a San Diego semiconductor, software and wireless-technology company founded in 1985. It designs modem, radio-frequency, connectivity, automotive and computing platforms used by device manufacturers and network operators worldwide. The company develops and licenses a large portfolio of patents essential to cellular standards and earns revenue through chip sales and technology licensing. Its Snapdragon platforms combine processors, connectivity, graphics and artificial-intelligence capabilities for smartphones, vehicles, personal computers and connected devices. Qualcomm also invests in and acquires technologies that extend its wireless intellectual-property base into adjacent markets. At the time of the HaloIPT transaction, its European Innovation Development group was pursuing wireless-power systems for electric vehicles. Qualcomm acquired substantially all HaloIPT technology and hired its team in November 2011 while establishing a continuing research relationship with Auckland UniServices. The company is publicly traded on Nasdaq and primarily serves manufacturers, carriers and enterprise customers.

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.

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.

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).

Datadog is a New York-based software company founded in 2010 by Olivier Pomel and Alexis Lê-Quôc. Its cloud platform combines infrastructure monitoring, application-performance monitoring, log management, digital-experience monitoring and cloud-security products in one environment. Development, operations and security teams use the platform to collect telemetry, investigate incidents, monitor service dependencies and protect cloud applications. Datadog delivers the products as software as a service and generates revenue primarily from subscriptions whose value varies with customers' usage of hosts, data and other monitored resources. The company serves organisations through both self-service adoption and enterprise sales, allowing customers to add modules as their deployments expand. Datadog is publicly traded on Nasdaq under the symbol DDOG. Its 2022 acquisition of Hdiv added runtime vulnerability detection and interactive application-security testing capabilities to the broader cloud-security offering.

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.

Hewlett Packard Enterprise is an enterprise IT company headquartered in Spring, Texas, near Houston. It sells servers, networking equipment, hybrid-cloud and storage products and financing to business customers, and offers its HPE GreenLake platform as pay-per-use cloud consumption. In fiscal 2025 (year ended October 31, 2025) net revenue was $34.3 billion, up 14%, split across Server ($17.7 billion), Networking ($6.9 billion), Hybrid Cloud ($5.8 billion) and Financial Services ($3.5 billion), and it had approximately 67,000 employees. Revenue comes from hardware, software and services sales, GreenLake consumption services and financing through its Financial Services arm. On July 2, 2025 it completed the acquisition of Juniper Networks for total consideration of $13.6 billion, and Networking revenue rose 51% in fiscal 2025. HPE was created on November 1, 2015, when Hewlett-Packard split into HP Inc. and Hewlett Packard Enterprise; in 2017 it spun off its Enterprise Services business into DXC Technology and its software business into Micro Focus, and Antonio Neri has been CEO since 2018.

Emirates Telecommunications Group Co PJSC is a telecommunications company. Through its subsidiaries, the company provides telecommunication and consulting services, media services, and equipment to over sixteen countries in Asia and Africa. Etisalat specializes in fixed-line services, voice communication, wireless communication, and data communication services. The majority of the company's revenues profits and assets relates to its operations in the UAE.

Astera Labs Inc designs and delivers semiconductor-based connectivity solutions for cloud and AI infrastructure. Its Intelligent Connectivity Platform integrates semiconductor technology, microcontrollers, sensors, and software to enhance performance, scalability, and data management. The company offers products such as integrated circuits (ICs), boards, and modules, catering to hyperscalers and system OEMs. The company's solutions focus on data, network, and memory management in AI-driven platforms. Geographically, the company operates in Singapore, China, Taiwan, and United States, of which maximum revenue is derived from United States.

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.

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.

CITIC Limited is a Hong Kong-listed diversified group whose activities include financial services, resources and energy, manufacturing, real estate, infrastructure and engineering contracting. Its businesses operate principally in China, alongside activities in Hong Kong and other overseas markets. The group serves commercial, industrial, institutional and consumer customers through its operating subsidiaries. Revenue comes from financial services, manufactured products, resource-related activities, infrastructure and contracted services across those businesses. In 2015, CITIC Environment, within the group’s wholly owned corporate chain, invested alongside KKR in United Envirotech as part of an expansion into environmental services. The acquired platform combined wastewater-treatment engineering, water-plant investments and membrane manufacturing. CITIC’s 2015 transaction disclosures described environmental protection and stewardship of natural resources as a strategic development area. At June 2015, the broader group reported approximately HK$6.5 trillion of total assets and employed more than 120,000 people across its businesses.

CoreWeave is a modern cloud infrastructure company that offers Nvidia GPUs and other essential AI hardware with optimized efficiency to handle the most demanding AI training and inference workloads. Its cloud platform supports the development and use of foundational large language models and the delivery of next-generation AI applications to satisfy the growing demand for AI around the world.

Z.ai is an advanced artificial intelligence platform known for its GLM model series, multimodal creation tools, and cost-efficient agentic coding environments like ZCode. It provides high-performance reasoning, real-time web search capabilities, and versatile utilities for building full-stack applications and data dashboards.

Shanghai Enflame Technology Co Ltd is engaged in the research, design and sales of cloud-based AI chips and related products.

Cerebras Systems Inc is an AI company. It designs the world's fastest AI infrastructure for training and inference. The company builds the world's largest semiconductor as well as the AI systems to power, cool, and feed the processors data. It develops software to link these systems together into industry-leading supercomputers that are simple to use even for the most complicated AI work, using familiar ML frameworks like PyTorch. Customers use its supercomputers to train industry-leading models. The company uses these supercomputers to run inference at speeds unobtainable from alternative commercial technologies. It delivers these AI capabilities to its customers on-premise and via the cloud. The company generates the majority of its revenue from the USA.

Most of Baidu's revenue comes from Baidu core, with the rest coming from video-streaming subsidiary iQiyi. The firm’s main businesses include online marketing services from its search engine, AI cloud infrastructure, AI applications, AI marketing, and autonomous driving.

MetaX Integrated Circuits (Shanghai) Co Ltd is engaged in the research, design, and sale of high-performance GPU chips and computing platforms. Its business activities include technical services, technology development, consulting, and technology transfer in the areas of integrated circuit, electronic, communication, computer software and hardware, and network technologies. The company also provides integrated circuit design, software development, and sells electronic products.

Moore Threads Technology Co Ltd is principally engaged in the R&D, design and sales of graphics processing units(GPUs) and related products. The business includes providing technical services, technology development, technical consulting, technology exchanges, technology transfers, technology promotion and information system integration. Besides chip design and sales, it also engages in import-export activities related to technology and hardware products.

Range Intelligent Computing Technology Group Co Ltd is catering to the application needs of big data, cloud computing, Internet of Things, 5G technology, and other industries, based on computing power, digital technology as a means, and intelligent applications as a demonstration, providing a new generation of digital economy industry technology, products, services and system solutions for various industries.

Investment AB Latour is an investment holding company that makes investments in wholly owned industrial operations and a portfolio of securities. Latour has a long-term and activist orientation, with the vast majority of its total net asset value deriving from companies that have been in its portfolio for more than 20 years. The company measures its performance against its benchmark, the Stockholm Stock Exchange’s total return index. Its criterion is to invest in companies that have their own products that meet growing international demand. Latour specifically evaluates four trends: demographic development, sustainability, globalization, and competition for limited resources.

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.

IonQ Inc sells access to several quantum computers of various qubit capacities and is in the process of researching and developing technologies for quantum computers with increasing computational capabilities. The company currently makes access to its quantum computers available via cloud platforms and also to select customers via its own cloud service. This cloud-based approach enables the broad availability of quantum-computing-as-a-service (QCaaS). The company derives its revenue from its quantum-computing-as-a-service arrangements, consulting services related to co-developing algorithms on company's quantum computing systems and contracts associated with the design, development, and construction of specialized quantum computing systems together with related services.

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.

Founded in Switzerland in 2010, sportswear firm On Holding AG generates about 93% of its sales from athletic shoes. The brand is best known for its running shoes and its distinctive CloudTec soles. On also produces athletic apparel (6% of sales) and accessories (1%). The firm’s merchandise is available in more than 80 countries and is sold through both wholesale (58% of sales) and company-owned channels (42%). In 2025, On generated about 57% of its sales in North America, 26% in Europe, the Middle East, and Africa, and 17% in the Asia-Pacific region.

Groupe Bruxelles Lambert SA is an investment holding company. The company operates as a foremost investor in Europe, focused on long-term value creation. The business activities of the firm are operated through Holding, Imerys, Webhelp/Sapiens, Canyon/GfG CapitaL, and Sienna Investment Managers. Geographically, it derives a majority of its revenue from Europe and also has a presence in Asia-Oceania, North America, and other countries. The segments of the company are Holding, Imerys, Canyon, Affidea, Sanoptis, and others.

Shanghai Iluvatar CoreX Semiconductor Co Ltd offers GPGPU products and AI computing solutions across diverse industries. Its product portfolio includes GPGPU chips and accelerators, as well as customized AI computing solutions, including GPGPU servers and clusters, that combine its hardware with proprietary software stack to address specific customer needs in training and inference scenarios. The company specializes in the research, design, and deployment of advanced GPGPU products and AI computing solutions across diverse industries. Geographically, it operates in Chinese Mainland; and Hong Kong, of which it derives maximum revenue from Chinese Mainland.

MiniMax Group Inc is a AI foundation model company. It is committed to driving AI innovation towards performing the full range of human intellectual tasks, from learning and reasoning to planning and generalizing knowledge across diverse domains. Its proprietary foundation model suite, led by MiniMax-M2, Hailuo-02, and Speech-02, has long context processing capacity and can understand, generate, and integrate a wide range of modalities, including text, video, and audio. These models power its AI-native products - including MiniMax, Hailuo AI, MiniMax Audio, Talkie/Xingye, and its enterprise and developer-facing Open Platform, delivering intelligent and dynamic experiences to users globally.

UiPath Inc offers an end-to-end cross-application enterprise automation platform principally with computer vision technology and user interface automations in its initial RPA offering, which remains the foundation of the platform. The platform leverages a range of automation technologies including robotic process automation, application programming interface, and artificial intelligence. UiPath’s solution can automate a broad range of repetitive tasks across industries including claims processing, employee onboarding, invoice to cash, loan applications, and customer service.

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.

Presight AI Holding PLC provides digital transformation services through big data analytics powered by artificial intelligence. It combines analytics, big data and AI expertise to serve every sector of every scale, to create business and societal value. The group’s world-class omni-analytics platform, TAQ, leverages big data and analytics to deliver cutting-edge Al technology, enabling forecasting and the anticipation of outcomes to support insight-driven, decision making that shapes policy and delivers societal impact.

BlackBerry, once known for being the world’s largest smartphone manufacturer, is now exclusively a software provider with a stated goal of end-to-end secure communications for enterprises. The firm provides endpoint management and other secure communications software to enterprises, specializing in regulated industries like government and financial institutions. BlackBerry also has a sizable embedded software business primarily serving the automotive market, with some exposure to the industrial market.

D-Wave Quantum Inc is in the development and delivery of quantum computing systems, software, and services, and it is the commercial supplier of quantum computers and the only company building both annealing quantum computers and gate-model quantum computers. It delivers customer value with practical quantum applications for problems as diverse as logistics, artificial intelligence, materials sciences, drug discovery, scheduling, cybersecurity, fault detection, and financial modeling. Its annealing quantum computers are accessible through the company's LeapTM cloud service.