
May 2026
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![]() | 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. | $280 | +25% | $97B | $97B | 20.7x | 141.3x | ||
![]() | 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. | $271 | +38% | $96B | $95B | 43.9x | 194.2x | ||
![]() | 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. | $404 | +92% | $32B | $30B | 12.2x | 63.2x | ||
![]() | 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 | +23% | $11B | $10B | - | - | ||
![]() | 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. | $88 | +101% | $11B | $10B | 18.7x | 105.1x | ||
![]() | GitLab Inc operates on an all-remote model. GitLab, a complete DevSecOps platform delivered as a single application. It operates in two competitive landscapes: DevOps point solutions and DevOps platforms. In terms of point solutions that are stitched together, GitLab’s offering is substantially different in that it is one platform, one codebase, one interface, and a unified data model that spans the entire DevSecOps lifecycle. DevOps platforms, the principal competitor is Microsoft Corporation following their acquisition of GitHub. GitLab is offered on both self-managed and software-as-a-service (SaaS) models. It is located in the United States, Europe, and Asia Pacific. It focused on accelerating innovation and broadening the distribution of its platform to companies across the world. | DevOps+1 | $34 | -25% | $6B | $4B | 4.7x | 26.1x | |
![]() | PagerDuty Inc is a digital operations management platform that manages urgent and mission-critical work for a modern, digital business. Its PagerDuty Operations Cloud combines artificial intelligence (AI) operations (AIOps), automation, customer service operations, and incident management with a generative AI assistant to create a flexible, resilient, and scalable platform to protect revenue and improve customer experience, improve operational efficiency, and mitigate the risk of operational failures. The company generates revenue predominantly from cloud-hosted software subscription fees and term-license software subscription fees. Geographically, the firm derives a majority of its revenue from the United States and the rest from International markets. | $11 | -30% | $824M | $793M | 1.6x | 5.6x | ||
![]() | ZeroStack Corp is an AI focused asset management company. The company also operates a world-wide pharmaceutical distribution business through its wholly owned subsidiary. ZeroStack is focused on providing exposure to decentralized AI through a concentrated digital asset approach structured to generate yield and fee-based income from staking validators, compute power technology companies, and complementary businesses within the ecosystem and across the wider AI landscape. | $5 | -- | $12M | $13M | 0.4x | (0.1x) | ||
| Median | $61 | +25% | $11B | $10B | 12.2x | 63.2x |
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