AI Platforms & Model Ops
369 AI tools · 9 subcategories
20.1%of all software purchases
Anthropic/Claude leads with 61% of the category's AI purchases, ahead of OpenAI/ChatGPT (5.9%). AI-native tools take >99%.
AI-native >99%Hyperscaler <1%
Include the source URL and the data date in your citation.
The AI tools companies actually pay for, ranked by purchases across AI-native tools, AI-embedded software and hyperscalers. As of 6 November 2026, 13:16 UTC, Anthropic/Claude is the most-purchased AI tool on Cledara, ahead of OpenAI/ChatGPT and Google Workspace. On its own it outweighs every other category on the map, including all of Collaboration & Productivity (10.2%).
Share of all software purchases
2.1×Claude is bought 2.1 times as often as ChatGPT, across every purchase and renewal in the last 12 months.
#1Anthropic/
#2OpenAI/



#3Google Workspace3.5%1 in 28 purchases
#7Slack1.0%
Zoom0.83%
Notion0.73%
Miro0.67%
Loom













Figma1.3%
Webflow0.96%
Hubspot0.8%
Canva0.72%
Intuit Mailchimp0.53%



















#4Cursor3.2%1 in 31 purchases
#5GitHub2.1%
Zapier0.76%
Vercel0.76%
Lovable




















AI Platforms & Model Ops · 20.1%
Collaboration & Productivity · 10.2%
Marketing & Growth · 9.4%
Engineering & DevOps · 9.3%
Data & Analytics · 1.2%
Sales & Revenue · 1.1%
Customer Success & Support · 1.1%
Legal, Risk & Compliance · 0.42%
Finance & Accounting · 0.15%
Operations & Supply Chain · 0.11%
IT & Security · 0.11%
People Ops & Talent · 0.078%
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The AI 20
The 20 most-purchased AI tools over the last 12 months. Anthropic/Claude accounts for 12.3% of all software purchases on Cledara, ahead of OpenAI/ChatGPT and Google Workspace.
Ranks count every purchase and renewal over the last 12 months. Shares are a percentage of all software purchases on Cledara, so AI tools can be compared directly with the rest of the software market.
| # | Tool | Type | Payment-activity share | 1 in N | Payment-activity rank |
|---|---|---|---|---|---|
| 1 | Anthropic/ClaudeAI Platforms & Model Ops | AI-native | 12.3% | 1 in 8 | #1 |
| 2 | OpenAI/ChatGPTAI Platforms & Model Ops | AI-native | 5.9% | 1 in 17 | #2 |
| 3 | Google WorkspaceCollaboration & Productivity | Hyperscaler | 3.5% | 1 in 28 | #4 |
| 4 | CursorEngineering & DevOps | AI-native | 3.2% | 1 in 31 | #5 |
| 5 | GitHubEngineering & DevOps | 2.1% | 1 in 48 | #7 | |
| 6 | FigmaMarketing & Growth | 1.3% | 1 in 78 | #10 | |
| 7 | SlackCollaboration & Productivity | 1.0% | 1 in 99 | #11 | |
| 8 | WebflowMarketing & Growth | 0.96% | 1 in 104 | #12 | |
| 9 | ZoomCollaboration & Productivity | 0.83% | 1 in 121 | #13 | |
| 10 | HubspotMarketing & Growth | 0.8% | 1 in 124 | #14 | |
| 11 | ZapierEngineering & DevOps | 0.76% | 1 in 131 | #16 | |
| 12 | VercelEngineering & DevOps | 0.76% | 1 in 131 | #17 | |
| 13 | NotionCollaboration & Productivity | 0.73% | 1 in 137 | #19 | |
| 14 | CanvaMarketing & Growth | 0.72% | 1 in 138 | #20 | |
| 15 | MiroCollaboration & Productivity | 0.67% | 1 in 149 | #23 | |
| 16 | Intuit MailchimpMarketing & Growth | 0.53% | 1 in 188 | #25 | |
| 17 | ElevenLabsMarketing & Growth | AI-native | 0.5% | 1 in 199 | #26 |
| 18 | LovableEngineering & DevOps | AI-native | 0.47% | 1 in 212 | #27 |
| 19 | TypeformMarketing & Growth | 0.47% | 1 in 215 | #28 | |
| 20 | OpenRouterAI Platforms & Model Ops | AI-native | 0.46% | 1 in 215 | #29 |
Of the 20 most-purchased AI tools, 6 are AI-native, 13 AI-embedded and 1 hyperscaler. Together they account for 38% of all software purchases and renewals on Cledara. Marketing & Growth is the most represented category, with 7 of the 20 tools.
"1 in N" turns a tool's share into plain odds: one in every N software purchases and renewals on Cledara goes to that tool. Payment-activity rank places each AI tool among every product bought through Cledara, AI or not.
twelve territories
Every AI product companies pay for through Cledara, mapped by category and classified as AI-native, AI-embedded or hyperscaler. Use it to see which AI tools dominate each part of the stack and where new challengers are breaking through.
369 AI tools · 9 subcategories
20.1%of all software purchases
Anthropic/Claude leads with 61% of the category's AI purchases, ahead of OpenAI/ChatGPT (5.9%). AI-native tools take >99%.
AI-native >99%Hyperscaler <1%
180 AI tools · 12 subcategories
10.2%of all software purchases
Google Workspace leads with 35% of the category's AI purchases, ahead of Slack (1.0%). AI-native tools take 13%.
AI-native 13%Hyperscaler 35%
485 AI tools · 11 subcategories
9.4%of all software purchases
Figma leads with 14% of the category's AI purchases, ahead of Webflow (0.96%). AI-native tools take 27%.
AI-native 27%
120 AI tools · 10 subcategories
9.3%of all software purchases
Cursor leads with 34% of the category's AI purchases, ahead of GitHub (2.1%). AI-native tools take 47%.
AI-native 47%Hyperscaler <1%
83 AI tools · 9 subcategories
1.2%of all software purchases
Datadog leads with 36% of the category's AI purchases, ahead of Hotjar (0.16%). AI-native tools take 6%.
AI-native 6%
154 AI tools · 7 subcategories
1.1%of all software purchases
Apollo.io leads with 31% of the category's AI purchases, ahead of Clay Labs (0.18%). AI-native tools take 90%.
AI-native 90%
96 AI tools · 7 subcategories
1.1%of all software purchases
Intercom leads with 30% of the category's AI purchases, ahead of Zendesk (0.27%). AI-native tools take 12%.
AI-native 12%
57 AI tools · 6 subcategories
0.42%of all software purchases
DocuSign leads with 85% of the category's AI purchases, ahead of Vanta (0.019%). AI-native tools take 4%.
AI-native 4%
43 AI tools · 6 subcategories
0.15%of all software purchases
Dext leads with 74% of the category's AI purchases, ahead of Monitr (0.011%). AI-native tools take 7%.
AI-native 7%
45 AI tools · 7 subcategories
0.11%of all software purchases
AfterShip leads with 26% of the category's AI purchases, ahead of SAP (0.021%). AI-native tools take 16%.
AI-native 16%
41 AI tools · 8 subcategories
0.11%of all software purchases
afi.ai leads with 39% of the category's AI purchases, ahead of TitanHQ (0.0094%). AI-native tools take 57%.
AI-native 57%
55 AI tools · 6 subcategories
0.078%of all software purchases
Metaview leads with 53% of the category's AI purchases, ahead of Peec AI (0.034%). AI-native tools take 98%.
AI-native 98%
Breaking through
Highperformr is the fastest-rising AI-native tool, up 1,442 places in the popularity ranking over three months, as of 6 November 2026, 13:16 UTC.
Highperformr
Marketing & Growth
+1,442places in 3 months
Anam
Customer Success & Support
+1,258places in 3 months
Kie.ai
Marketing & Growth
+1,224places in 3 months
Venice AI
AI Platforms & Model Ops
+1,180places in 3 months
Sphere
Finance & Accounting
+1,005places in 3 months
| Tool | Category | Rank 3 months ago | Rank now | Ranks gained |
|---|---|---|---|---|
| Highperformr | Marketing & Growth | #2,675 | #1,233 | 1,442 |
| Anam | Customer Success & Support | #2,725 | #1,467 | 1,258 |
| Kie.ai | Marketing & Growth | #2,588 | #1,364 | 1,224 |
| Venice AI | AI Platforms & Model Ops | #2,720 | #1,540 | 1,180 |
| Sphere | Finance & Accounting | #2,686 | #1,681 | 1,005 |
Three kinds of AI
Every product on this map carries one of three classifications. AI-native products are built primarily around AI models; Anthropic/Claude is one. AI-embedded products add AI features to an existing software platform, like GitHub. Hyperscalers are the large cloud platforms that ship AI services alongside everything else, like Google Workspace. Of the AI tools on the map, 68% are AI-native, 31.3% AI-embedded and 0.7% hyperscalers.
AI-native
Built around AI models. Anthropic/Claude, OpenAI/ChatGPT, Cursor.
Established software with AI built in. GitHub, Figma, Slack.
Hyperscaler
Large cloud platforms shipping AI alongside everything else. Google Workspace, Google One, Google Colab.
Origins
The class of 2023 dominates: more AI tools on the map were founded in 2023 than in any other year. The United Kingdom is the second-largest home for AI tools on the map, after the United States.
AI tools on the map by the year the company was founded.
AI tools on the map by recorded headquarters country.
The full catalogue
Filter the catalogue by founded year, category or headquarters country. PNG exports show up to six tools in each of the twelve largest categories; CSV and JSON include every matching tool.
1731 matching tools in 13 categories
Source: Cledara software payments data, classified by AI type and category. Published 6 November 2026, 13:16 UTC.
This table contains the tools on this catalogue page. Complete data is available in the CSV and JSON downloads. The activity ranking above always describes the full published population.
| Product | Category | Subcategory | Description |
|---|---|---|---|
| Pendo | Data & Analytics | Analytics | Pendo is a platform offering Product Experience and Digital Adoption Solutions. The product helps businesses improve their software experiences for customers and optimise the digital workplace for employees. |
| Tableau | Data & Analytics | Analytics | Tableau provides business intelligence and analytics software. |
| TrendSights | Data & Analytics | Analytics | TrendSights is an AI-powered media intelligence platform that monitors brand mentions across traditional media, social networks, and digital publications in real-time. It provides organisations with tools for sentiment analysis, influencer detection, and automated reporting to streamline reputation management and competitive tracking. |
| MinusX | Data & Analytics | Business Intelligence & Dashboards | MinusX offers an AI-powered assistant that integrates with analytics tools (such as Metabase) to allow users to ask questions in natural language and obtain insights from dashboards and data. |
| Nansen | Data & Analytics | Business Intelligence & Dashboards | Nansen is a blockchain analytics platform that enriches on-chain data with millions of wallet labels, delivering real-time crypto and NFT Insights. |
| Ondigital | Data & Analytics | Business Intelligence & Dashboards | - |
| OpenTheBox | Data & Analytics | Business Intelligence & Dashboards | - |
| Outerbase | Data & Analytics | Business Intelligence & Dashboards | Outerbase allows users to interact with databases using an AI-powered platform, enabling simplified querying, visualisation, and data management across SQL and NoSQL databases. |
| Polymer | Data & Analytics | Business Intelligence & Dashboards | Polymer is a software platform that allows users to create AI-generated dashboards, interactive reports, and embedded analytics, connecting multiple data sources to visualise and interpret complex data without requiring data science or engineering skills. |
| Prelight | Data & Analytics | Business Intelligence & Dashboards | Prelight is an AI-powered business intelligence and analytics platform that helps teams ask questions in natural language and get insights from company data. It connects to internal data sources to support faster reporting and decision-making. |
| Rows | Data & Analytics | Business Intelligence & Dashboards | Rows is a spreadsheet platform that combines traditional spreadsheet functionalities with integrated data import, transformation, and sharing capabilities. It allows users to build live data reports connected to various sources and automate data analysis with AI. |
| Sigma | Data & Analytics | Business Intelligence & Dashboards | - |
| Tomorrow.io | Data & Analytics | Business Intelligence & Dashboards | Tomorrow.io is a weather intelligence platform that provides forecasting, climate risk, and operational decision-support tools through software and APIs. It helps organisations plan and automate weather-sensitive operations across industries. |
| Vendo AI | Data & Analytics | Business Intelligence & Dashboards | Vendo AI is a marketing analytics assistant that connects to data sources to generate reports, detect anomalies, and provide insights. It integrates with platforms such as Shopify, Google Ads, and Meta Ads. |
| xvalue.ai | Data & Analytics | Data | xvalue.ai, powered by Soccerment, specializes in Soccer Data Intelligence, aiming to enhance the use of data in soccer through advanced solutions for collecting and analysing performances. |
| Ontotext | Data & Analytics | Data Catalogs & Governance | Ontotext is a software provider specializing in semantic data management, knowledge graph technology, and text analytics, offering products like GraphDB and the Ontotext Platform to integrate enterprise data and LLMs. |
| Plauti | Data & Analytics | Data Catalogs & Governance | Plauti is a data management platform that specializes in enhancing Salesforce environments. Their suite of products is designed to improve the quality of customer data within Salesforce, enabling businesses to gain a comprehensive view of their customers. This includes tools for managing and preventing duplicate records, validating and enriching essential data fields like email, phone numbers, and addresses, and facilitating bulk data actions with features like ChatGPT integration. |
| Spark | Data & Analytics | Data Catalogs & Governance | - |
| OCR Data Solutions | Data & Analytics | ETL & Data Pipelines | - |
| Parseur | Data & Analytics | ETL & Data Pipelines | Parseur is a data entry automation software that allows users to automate the extraction of text from documents such as emails and PDFs. It helps teams save time by automating data entry processes and extracting data using a no-code point and click editor on imported documents through the app, email, or API. |
| Podscan | Data & Analytics | ETL & Data Pipelines | Podscan provides an AI-driven podcast data infrastructure and intelligence platform. Moving away from standard audio notification alerts, the platform operates as an enterprise-grade podcast database and entity graph. |
| SkySuite | Data & Analytics | ETL & Data Pipelines | SkySuite is a powerful Excel extension that enhances your Excel experience. It offers a range of AI tools, cloud integration, data management, and cleaning features to streamline your tasks, improve accuracy, and boost productivity in Excel. |
| Superjoin | Data & Analytics | ETL & Data Pipelines | Superjoin.ai is a no-code AI-powered integration platform that lets business teams automatically pull, synchronise, and clean data from multiple sources like CRMs, databases, and finance systems into Google Sheets, enabling two-way sync, auto-refresh schedules, real-time reporting, and Slack/email delivery. |
| Oncologica | Data & Analytics | Other | - |
| Podscan | Data & Analytics | Other | Podscan provides an AI-driven podcast data infrastructure and intelligence platform. Moving away from standard audio notification alerts, the platform operates as an enterprise-grade podcast database and entity graph. |
| Revi | Data & Analytics | Other | - |
| SQLAI.ai | Data & Analytics | Other | SQLAI.ai is an AI-powered SQL assistant that helps users generate, explain, optimise, and fix SQL queries using natural language. It is designed to improve productivity for people working with databases and analytics workflows. |
| Userlens | Data & Analytics | Product Analytics | Userlens is a platform that integrates product analytics and customer feedback to provide insights into user behaviour and sentiment. It connects to various data sources, including product usage metrics and customer feedback channels, to help businesses understand customer engagement and identify potential churn risks. |
| 8base | Engineering & DevOps | API Development & Management | 8base is a platform that provides tools for building, deploying, and managing serverless applications. It offers a Backend-as-a-Service (BaaS) that uses GraphQL and integrates with AWS, allowing developers to create scalable applications efficiently. The platform includes features like data models, APIs, and AI-powered tools for generating application backends and managing DevOps. |
| AZCaptcha | Engineering & DevOps | API Development & Management | AZcaptcha is an API service that automates captcha solving, supporting 15,000 types including reCaptcha v2/v3, with a 95% success rate. |
| BuildShip | Engineering & DevOps | API Development & Management | BuildShip is a low-code visual backend builder that enables users to create APIs, workflows, and scheduled tasks using a drag-and-drop interface, integrating AI models and various services without extensive coding. |
| Zapier | Engineering & DevOps | Automation | Zapier is an online automation tool that connects your apps and services. You can connect two or more apps to automate repetitive tasks without coding or relying on developers to build the integration. |
| n8n | Engineering & DevOps | Automation | n8n is a workflow automation tool that utilises a node-based architecture and supports low-code development, catering to users with varying levels of technical expertise for the creation of workflows. It features a user-friendly interface, over 220 pre-built integrations, and the ability to connect virtually any service with an API. n8n supports customisation through coding when necessary and offers features like custom HTTP requests, bulk operations, and easy debugging. |
| Make | Engineering & DevOps | Automation | Make is an automation software that allows users to connect apps and design workflows. It is a visual platform that can be used to build and automate various tasks, workflows, apps, and systems. The product aims to solve the problem of limited workflow automation in traditional no-code integration and automation platforms. It allows users to visually create, build, and automate workflows. |
| Manus | Engineering & DevOps | Automation | Manus is an autonomous AI agent that interprets user instructions to perform tasks such as data analysis, report generation, and code execution, utilising large language models and external tool integration. |
| Axiom AI | Engineering & DevOps | Automation | Axiom AI offers a platform for automating browser tasks without the need for coding. Users can create custom bots to perform various web-based actions such as clicking, typing, and scraping data. The tool integrates with popular automation services like Zapier and can be managed directly through a Chrome browser extension. |
| Browse AI | Engineering & DevOps | Automation | Browse AI is a web scraping tool that allows users to extract, monitor, and turn data from any website into spreadsheets or APIs without coding. Users can automate data collection tasks and receive notifications when changes occur on monitored websites. |
| Upstash | Engineering & DevOps | Cloud Infrastructure | Upstash is a serverless data platform offering multiple products including a key-value store with Redis API, serverless Kafka, QStash for HTTP-based messaging, and a vector database optimised for edge and serverless environments. |
| Google Cloud Platform | Engineering & DevOps | Cloud Infrastructure | Apigee is a digital business platform providing enterprise tools to help companies build and scale apps, APIs and data. |
| Firebase | Engineering & DevOps | Cloud Infrastructure | Firebase is a development platform from Google that provides tools and services to help developers build and manage apps. It offers a suite of features including database solutions, user authentication, analytics, and hosting. Firebase is designed to facilitate the rapid development of high-quality apps and streamline the workflow between frontend and backend development. |
| Pump.co | Engineering & DevOps | Cloud Infrastructure | Pump.co is a platform designed to help startups reduce their AWS (Amazon Web Services) costs through a combination of group buying and artificial intelligence. It targets startups with AWS expenses ranging from $1,000 to $100,000 per month, offering savings of over 60% on their AWS bills. The service automates the savings process, requiring minimal engineering effort from the user. Pump.co's AI algorithms manage the savings automatically, and the platform maintains security by only needing billing level permissions, without accessing the users' actual AWS accounts. |
| Alibaba Cloud | Engineering & DevOps | Cloud Infrastructure | - |
| Amazon Web Services | Engineering & DevOps | Cloud Infrastructure | - |
| Antimetal | Engineering & DevOps | Cloud Infrastructure | - |
| Cursor | Engineering & DevOps | Dev Tools | Cursor is an AI code editor powered by OpenAI's GPT models that allows users to write, edit, and discuss code within the editor. |
| GitHub | Engineering & DevOps | Dev Tools | GitHub provides hosting for software development version control using Git. |
| Vercel | Engineering & DevOps | Dev Tools | Vercel is a cloud platform for static sites and Serverless Functions that enables developers to deploy, preview, and scale their websites and applications with ease. It's optimised for frontend frameworks like Next.js, offering features such as automatic scaling, global CDN, zero-configuration deployments, and instant static site generation. Vercel simplifies the process of developing, previewing, and shipping web applications, aiming to improve performance and developer experience. |
| Lovable | Engineering & DevOps | Dev Tools | Lovable.dev is an AI-powered platform that enables users to create and deploy full-stack web applications through natural language prompts. It integrates with Supabase for backend services and GitHub for version control. The platform supports frontend and backend code generation, real-time collaboration, and one-click deployment. |
| Replit | Engineering & DevOps | Dev Tools | Replit is a software creation platform that facilitates collaborative building with AI integration. It offers an instant-start environment for development across various languages and frameworks, with built-in live collaboration tools. The platform also features capabilities for one-click debugging, code autocompletion, natural language code generation, and instant deployment with custom domains |
| Postman | Engineering & DevOps | Dev Tools | Postman is an API platform that simplifies the process of building and using APIs. It offers a comprehensive set of tools to accelerate and streamline the API lifecycle. With Postman, developers can easily store, iterate, and collaborate on all their API artefacts in one central platform. The platform also allows users to organise their API work and collaborate with teammates. |
| CodeRabbit | Engineering & DevOps | Dev Tools | CodeRabbit is an AI-powered platform that automates code reviews, offering detailed feedback to enhance code quality and efficiency. |
| GitLab | Engineering & DevOps | Dev Tools | GitLab is a web-based DevOps lifecycle tool that provides a Git-repository manager providing wiki, issue-tracking and CI/CD pipeline features. |
| Mintlify | Engineering & DevOps | Dev Tools | Mintlify is a documentation platform that enables users to create, edit, and publish documentation using a drag-and-drop interface, supporting API integration and multi-language content. |
| Recall.ai | Engineering & DevOps | Dev Tools | Recall.ai is a universal API that enables access to real-time meeting data and running meeting bots on various platforms such as Zoom, Google Meet, and Microsoft Teams. |
| Factory | Engineering & DevOps | Dev Tools | Factory is a platform that allows users to connect code repositories, documentation, and tools in a single workspace. It enables users to run automated tasks that assist with writing, testing, reviewing, and documenting code. |
| Hailuo AI | Engineering & DevOps | Dev Tools | Hailuo AI is a platform that enables users to generate high-definition videos from text descriptions or images. It utilises advanced AI algorithms to create dynamic visual content. |
| Mage | Engineering & DevOps | Dev Tools | Mage is an open-source platform that facilitates the building, execution, and management of data pipelines. It supports the creation of both real-time and batch data pipelines using languages such as Python, SQL, and R. The platform provides a notebook interface where users can write code to transform and integrate data, and it includes tools for deploying these pipelines on cloud services like AWS, GCP, and Azure. Mage also offers features for monitoring, managing, and scaling data pipelines, with support for integration with various data sources and third-party applications. |
| 0CodeKit | Engineering & DevOps | Dev Tools | 0CodeKit is a platform that provides APIs for image generation, document processing, and utility functions, which can be accessed through integrations with low-code and no-code tools. It allows users to automate tasks such as image editing, barcode creation, and file conversion via HTTP requests. |
| GPT Driver | Engineering & DevOps | Dev Tools | GPT Driver is a platform designed to automate mobile application testing using artificial intelligence. It enables testing across various devices. The platform records interactions within mobile applications to create automated regression tests. It utilises visual recognition technology to interact with applications based on visual output, thereby eliminating the dependence on UI hierarchy or element identifiers. |
| AI Detector Pro | Engineering & DevOps | Dev Tools | AI Detector Pro is a tool that helps users to find and eliminate AI traces in their texts to avoid accusations. |
| Biel.ai | Engineering & DevOps | Dev Tools | Biel.ai is a platform that provides an AI-powered chatbot and search interface that answers questions by retrieving information from technical documentation. The platform processes connected documentation sources to index and serve responses through an embeddable widget or API. |
| Builder.ai | Engineering & DevOps | Dev Tools | Builder.ai is a platform that enables users to create custom software applications without requiring coding expertise. It uses AI and a library of reusable features for the development process, offering services such as application design, development, and ongoing support. |
| Codegen | Engineering & DevOps | Dev Tools | Codegen provides an AI-powered platform that lets development teams tag issues or use natural language commands and have the system analyse a codebase, generate pull requests, refactor code, and manage tests. The platform integrates with tools such as GitHub, Slack, and Linear so engineering workflows are extended with agentic automation rather than manually scripted steps. |
| CodeGPT | Engineering & DevOps | Dev Tools | CodeGPT is a tool that uses Large Language Models (LLMs) to enhance programming tasks using artificial intelligence. |
| DraftPilot | Engineering & DevOps | Dev Tools | DraftPilot is an AI-powered contract review and markup tool that integrates within Microsoft Word and supports legal teams by identifying issues, suggesting redlines, generating playbooks and producing summaries of contracts. |
| Macroscope | Engineering & DevOps | Developer Tools & IDEs | Macroscope provides a codebase intelligence tool that generates automated summaries of software commits and pull requests. Users interact with the interface to receive real-time technical insights and status reports derived from their existing version control repositories. |
| Warp | Engineering & DevOps | Developer Tools & IDEs | Warp is a terminal application that integrates AI to assist developers with command suggestions and error explanations, and offers collaborative features like session sharing and shared workflows. It provides an IDE-like input editor, supports multiple shells, and allows customisation of themes and keybindings. |
| Same.new | Engineering & DevOps | Developer Tools & IDEs | Same.new is an AI-powered platform that enables users to clone, iterate, and deploy full-stack web applications rapidly. By inputting a URL or describing a UI concept, users can generate code, customise designs, and deploy projects. |
| Pipedream | Engineering & DevOps | Developer Tools & IDEs | Pipedream is a platform for connecting APIs, AI, databases, and other systems to automate workflows and integrations. It allows users to build and run workflows with code-level control and integrates with over 2,000 APIs. |
| Cubic | Engineering & DevOps | Developer Tools & IDEs | Cubic is an AI-powered code review platform that analyses pull requests to detect logic errors, style inconsistencies, and potential vulnerabilities. It supports inline comments, one-click fixes, and AI-generated PR descriptions. Cubic operates within isolated containers, ensuring that source code is not stored. |
| v0 by Vercel | Engineering & DevOps | Developer Tools & IDEs | v0.app is a tool that lets users describe what they want in natural language and generates working web applications, including frontend UI, logic, and integration, without needing to write code. It offers APIs and tools for iterating designs, deploying to production, and refining generated apps through conversation with an intelligent assistant. |
| Tiptap | Engineering & DevOps | Developer Tools & IDEs | Tiptap is an open-source framework providing developers with tools to create custom content editing experiences. It enables the building of editors that support real-time collaboration and AI-assisted content creation. |
| Kiro | Engineering & DevOps | Developer Tools & IDEs | Kiro is a development environment that interprets natural language prompts into structured specifications, generates implementation tasks, and executes or assists with code actions via integrated agents. It bridges project context, developer intent, and AI execution through hooks, steering, and spec-driven workflows. |
| i18nexus | Engineering & DevOps | Developer Tools & IDEs | i18nexus is a translation management platform designed to automate and facilitate the translation process for web applications and websites. It integrates with JavaScript frameworks like React, Angular, Vue.js, among others, through an API that exports strings and translations to software projects. The platform aims to enable projects to be translated automatically using Google Translate, and also allows for the involvement of professional translators to ensure accuracy and quality in translations. |
| Pullfrog | Engineering & DevOps | Developer Tools & IDEs | Pullfrog provides an open-source GitHub bot and orchestration layer that runs artificial intelligence agents to automate software development workflows within code repositories. |
| 21st.dev | Engineering & DevOps | Developer Tools & IDEs | - |
| Amp | Engineering & DevOps | Developer Tools & IDEs | Amp is an AI-powered coding assistant for professional software engineers that helps users write, understand, and modify codebases directly from their development workflow. It is positioned as a developer productivity tool for software development teams. |
| Amplication | Engineering & DevOps | Developer Tools & IDEs | Amplication is an AI-powered platform for generating and maintaining production-ready backend services and internal developer platforms. It helps engineering teams scaffold APIs, microservices, data models, and infrastructure code to accelerate software development. |
| Anima App | Engineering & DevOps | Developer Tools & IDEs | Anima is an AI-powered design-to-code platform that converts Figma designs into production-ready React, HTML, and Vue code, supporting existing design systems and components. |
| CapSolver | Engineering & DevOps | Developer Tools & IDEs | CapSolver is a platform offering automated CAPTCHA-solving services, using AI to handle various CAPTCHA types. |
| Cline | Engineering & DevOps | Developer Tools & IDEs | - |
| Cognition | Engineering & DevOps | Developer Tools & IDEs | - |
| Cosine | Engineering & DevOps | Developer Tools & IDEs | Cosine builds AI software engineering tools, including autonomous coding agents that help teams write, review, and maintain code. Its product is aimed at improving developer productivity and accelerating software development workflows. |
| Cosine | Engineering & DevOps | Developer Tools & IDEs | Cosine builds AI software engineering tools, including autonomous coding agents that help teams write, review, and maintain code. Its product is aimed at improving developer productivity and accelerating software development workflows. |
| Cyrus | Engineering & DevOps | Developer Tools & IDEs | Cyrus is an AI-powered development assistant that automates software engineering workflows by integrating with Linear and Claude Code to resolve issues, generate code, and provide context-aware development support. |
| Devin | Engineering & DevOps | Developer Tools & IDEs | Devin provides an autonomous artificial intelligence software engineering platform that executes coding tasks through a browser and shell environment. |
| DevNitro | Engineering & DevOps | Developer Tools & IDEs | - |
| DevSense | Engineering & DevOps | Developer Tools & IDEs | - |
| Dreamflow | Engineering & DevOps | Developer Tools & IDEs | Dreamflow is an AI-powered platform for building cross-platform mobile apps using Flutter. Users can generate apps from natural language prompts, visually edit widget trees, preview live, integrate with Firebase or Supabase, export full Flutter code, and deploy apps to iOS, Android, web, and other platforms. |
| Dynamsoft | Engineering & DevOps | Developer Tools & IDEs | - |
| Browserbase | Engineering & DevOps | Hosting & Deployment | Browserbase offers a high-performance, serverless platform that enables developers to run, manage, and monitor headless browsers at scale, facilitating web automation and AI agent integration. |
| E2B | Engineering & DevOps | Hosting & Deployment | E2B is a platform that enables developers to run AI-generated code in isolated sandbox environments that are managed in the cloud. The platform provides SDKs and APIs that allow applications to start, control, and interact with these sandboxed compute environments to execute code safely and at scale. |
| Coralogix | Engineering & DevOps | Observability & Monitoring | Coralogix is an observability platform that provides insights into system operations through log, metric, trace, and security event analysis. It features monitoring, analysis, and alerts. |
| Splunk | Engineering & DevOps | Observability & Monitoring | Splunk is a SaaS product that functions as a data platform, allowing extensive access to data, analytics, and automation. It addresses business challenges such as cloud transformation, digital resilience, and digital customer experience. Key products like Splunk Cloud Platform and Splunk Enterprise offer search, analysis, and visualisation capabilities for actionable insights from diverse data sources. |
| Aneryth | Engineering & DevOps | Observability & Monitoring | Aneryth connects code repositories, cloud infrastructure, databases, documentation, and production telemetry into a knowledge graph to build a model of systems. The platform tracks dependency changes across services, executes migrations, and analyses incident logs to report impact to engineering teams. |
| Autodesk | Engineering & DevOps | Other | Autodesk is a software company that specializes in the development of 3D design, engineering, and entertainment software. Autodesk's software helps professionals and creative individuals visualise, simulate, and analyse their ideas and designs before they are physically created. |
| Qase.io | Engineering & DevOps | Testing & QA | Qase is a test management platform designed to improve the quality and speed of software development. It offers a comprehensive solution for manual and automated QA testing, tracking, and reporting. The platform also integrates AI capabilities to convert manual tests into automated ones, supporting 10 different languages and frameworks. Qase provides a single workspace for all testing activities, eliminating the need to switch between multiple tools. For manual testers, Qase offers a range of features to replace outdated test management solutions. It includes test suites, cases, and runs, shared steps, a mindmap, and a test setup wizard. Furthermore, Qase enhances data analysis with customisable dashboards, allowing users to make data-informed decisions with shareable reports covering every phase of the testing cycle. |
| CodeAnt AI | Engineering & DevOps | Testing & QA | CodeAnt AI is an AI-powered code quality and security platform that helps engineering teams review code, detect vulnerabilities, and improve maintainability across repositories and development workflows. It provides automated analysis for pull requests and codebases to support faster, safer software delivery. |
| Tester Army | Engineering & DevOps | Testing & QA | TesterArmy executes tests on websites and applications using text prompts. It navigates interface elements, performs user actions, and sends reports with screenshots and video recordings to engineering teams. |
| CodeAnt AI | Engineering & DevOps | Testing & QA | CodeAnt AI is an AI-powered code quality and security platform that helps engineering teams review code, detect vulnerabilities, and improve maintainability across repositories and development workflows. It provides automated analysis for pull requests and codebases to support faster, safer software delivery. |
Method
This AI market map covers 1,731 AI products, from AI-native tools to AI-embedded software and hyperscalers, ranked by how often companies buy and renew them over the last 12 months. Anthropic/Claude ranks ahead of OpenAI/ChatGPT as of 6 November 2026, 13:16 UTC. Updated monthly.
Anthropic/Claude, OpenAI/ChatGPT and Google Workspace are the most-purchased AI tools on Cledara over the last 12 months, as of 6 November 2026, 13:16 UTC. See the top-20 ranking above.
Anthropic/Claude is the most-purchased AI tool, ahead of OpenAI/ChatGPT, with 12.3% of all software purchases on Cledara over the last 12 months.
Anthropic/Claude ranks higher in business purchases over the last 12 months, as of 6 November 2026, 13:16 UTC. See the full Claude vs ChatGPT comparison for spend and overlap data.
The map covers 1,731 AI products across 13 categories, from model providers and AI coding tools to AI features inside established software. It is updated monthly as new AI tools reach business buyers.
AI-native products are built primarily around AI models (e.g. Anthropic/Claude); AI-embedded products add AI to an existing platform (e.g. GitHub). Every product on the map is labelled with its classification.
Use this map
Every tool and every category has its own link, ready for a post, a deck or a newsletter.
Links open the map with a tool or category already highlighted.
data.cledara.com/ai-market-map ?vendor=cursor ?zoom=engineering-and-devops
Put a finding from the map in an article or newsletter, with a credit link back to the source.
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<figcaption>Source: Cledara
AI Market Map</figcaption>
</figure>Cledara research updates
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