The 1,126 SaaS Tools Engineering Teams Use Most (2026)
1,126 SaaS tools used by engineering teams are ranked in Cledara's current dataset using real company purchase data rather than surveys, reviews or web traffic. The most-used are Cursor, Atlassian and GitHub; the largest software categories by spend share are Engineering & DevOps and Collaboration & Productivity.
AI‑enhanced point solutions are the clear winners: Firebender (+2210), Meshy (+1976), Z.ai (+338), Browserbase (+134), and Cubic (+95) are all surging, while non‑AI incumbents are slipping—Onirix (‑663), Needle (‑655), Pages2Images (‑566). In a fragmented stack (1127 tools; Engineering & DevOps only 16.5% concentration), the fastest gains come from specialized AI tools displacing older utilities. Signal: Engineering leaders should bias evaluations toward AI‑native tools that can replace single‑purpose utilities and automate workflows end‑to‑end—then run tight bake‑offs against current tools showing decline (e.g., Onirix/Needle/Pages2Images). Watch for rapid rank momentum (+100 to +2000) as an early indicator of vendor viability and ecosystem pull, not just feature parity.
The most-used software for engineering teams
Cursor leads the current ranking for engineering teams, followed by Atlassian and GitHub, among 1,126 SaaS tools measured from real company purchases tracked by Cledara.
| Product | Website | Subcategory | Description | Popularity rank | Spend rank | Popularity share | Spend share | AI classification |
|---|---|---|---|---|---|---|---|---|
| Cursor | cursor.com | 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. | #5 | #7 | 3.29% | 2.20% | AI-Native |
| Atlassian | atlassian.com | Project Management | Atlassian is an enterprise software company that develops products for software developers, project managers, and content management. | #6 | #4 | 2.33% | 4.98% | AI-Embedded |
| GitHub | github.com | Dev Tools | GitHub provides hosting for software development version control using Git. | #7 | #8 | 2.10% | 1.86% | AI-Embedded |
| Sentry | sentry.io | Dev Tools | Sentry helps developers take action on broken lines of code, crashes, and API calls. It provides visibility across all platforms with features such as custom queries, dashboards, cross-project issues, | #15 | #38 | 0.82% | 0.37% | Traditional |
| JetBrains | jetbrains.com | Developer Tools & IDEs | JetBrains provides a suite of developer tools, including Integrated Development Environments (IDEs) like IntelliJ IDEA for Java and PyCharm for Python, as well as team collaboration and continuous int | #17 | #15 | 0.79% | 1.03% | AI-Embedded |
| Vercel | vercel.com | 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 optimized for frontend framew | #18 | #27 | 0.75% | 0.50% | AI-Embedded |
| CircleCI | circleci.com | Dev Tools | CircleCI is a continuous integration and delivery platform for Linux, macOS, and Android. | #24 | #97 | 0.57% | 0.15% | Traditional |
| ElevenLabs | elevenlabs.io | Content | ElevenLabs is a platform that provides tools for the creation and management of synthetic voices using AI technology. The platform enables the conversion of text into spoken audio, allowing users to c | #26 | #65 | 0.50% | 0.23% | AI-Native |
| Lovable | lovable.dev | 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 | #27 | #105 | 0.49% | 0.14% | AI-Native |
| Datadog | datadoghq.com | Analytics | Datadog is a monitoring service for cloud-scale applications, providing monitoring of servers, databases, tools, and services, through a SaaS-based data analytics platform. | #29 | #9 | 0.46% | 1.68% | AI-Embedded |
| OpenRouter | openrouter.ai | LLM Providers & APIs | #34 | #62 | 0.41% | 0.24% | AI-Native | |
| Sinch Mailgun | mailgun.com | Email & Marketing Automation | Sinch Mailgun is a transactional email API platform designed for developers. It helps solve the business problem of reliably sending and delivering emails to users. The service offers several use case | #38 | #56 | 0.36% | 0.27% | Traditional |
| Netlify | netlify.com | Dev Tools | Netlify offers a modern development platform for enterprises. It allows businesses to build and deploy scalable, composable web architectures quickly and efficiently. The platform provides a range of | #39 | #115 | 0.36% | 0.13% | Traditional |
| BrowserStack | browserstack.com | Testing & QA | BrowserStack is a cloud web and mobile testing platform that enables developers to test their websites and mobile applications across on-demand browsers, operating systems and real mobile devices, wit | #46 | #81 | 0.31% | 0.18% | Traditional |
| Replit | replit.com | 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 | #54 | #162 | 0.26% | 0.09% | AI-Native |
| Postman | postman.com | 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 e | #56 | #52 | 0.26% | 0.28% | AI-Embedded |
| Docker | docker.com | Dev Tools | Docker is a platform that offers a set of practical tools for developers. With Docker, developers can easily build, share, and run applications without having to worry about complex setup and manageme | #58 | #117 | 0.26% | 0.12% | Traditional |
| Linear | linear.app | Project Management | Linear is a platform designed for project and issue tracking, primarily targeted at software development teams. It offers tools for organizing and managing tasks, issues, and projects with a focus on | #67 | #46 | 0.23% | 0.31% | AI-Embedded |
| npm | npmjs.com | Dev Tools | npm is the maker of the node package manager, the npm Registry, and npm CLI | #73 | #296 | 0.21% | 0.04% | Traditional |
| Postmark | postmarkapp.com | Email & Marketing Automation | Postmark is a platform that securely delivers transactional emails, like password reset notifications and purchase confirmations, to recipients' inboxes. | #79 | #155 | 0.20% | 0.09% | Traditional |
| CodeRabbit | coderabbit.ai | Dev Tools | CodeRabbit is an AI-powered platform that automates code reviews, offering detailed feedback to enhance code quality and efficiency. | #81 | #159 | 0.19% | 0.09% | AI-Native |
| PagerDuty | pagerduty.com | Infrastructure | PagerDuty is an AI-powered operations platform that helps businesses automate their work. The platform provides end-to-end orchestration for rapid issue resolution, bridges support and engineering tea | #82 | #60 | 0.18% | 0.25% | Traditional |
| WP Engine | wpengine.com | Dev Tools | WP Engine is a trusted WordPress platform that offers a range of products and solutions for businesses. One of their main offerings is WordPress Hosting, which provides effortless site management, imp | #88 | #58 | 0.17% | 0.26% | Traditional |
| Windsurf | windsurf.com | Developer Tools & IDEs | Windsurf, a tool that provides code generation and autocomplete functionality for developers. The software integrates with development environments to assist with writing and editing code. | #90 | #182 | 0.17% | 0.07% | Traditional |
| Supabase | supabase.com | Dev Tools | Supabase is an open-source platform that serves as an alternative to Firebase. It provides developers with a set of tools including a Postgres database, authentication, real-time subscriptions, storag | #91 | #361 | 0.16% | 0.03% | Traditional |
| Rapid | rapidapi.com | Dev Tools | Rapid is a platform that facilitates the connection to and management of a range of APIs. It provides tools for developers to discover, test, and integrate APIs. The platform supports API protocols, i | #94 | #183 | 0.15% | 0.07% | Traditional |
| SonarSource | sonarsource.com | Dev Tools | SonarSource provides tools for developers and organizations to improve code quality and security. Their offerings include SonarLint, SonarQube, and SonarCloud, which integrate into development environ | #109 | #82 | 0.13% | 0.17% | Traditional |
| Algolia | algolia.com | Dev Tools | Algolia is a search-as-a-service platform that allows the integration of real-time search into applications or websites. It provides a developer-friendly API for implementing search functionalities, e | #112 | #96 | 0.12% | 0.15% | Traditional |
| UptimeRobot | uptimerobot.com | Infrastructure | UptimeRobot is a platform offering website monitoring services. It helps users businesses ensure the uptime of their websites and notifies them immediately if their website goes down. The product offe | #115 | #561 | 0.12% | 0.01% | Traditional |
| Grafana Labs | grafana.com | Observability & Monitoring | Grafana Labs, formerly Raintank, is an open observability platform that aims to help businesses visualize and analyze their data. The product offers a range of solutions, including Logs powered by Gra | #116 | #73 | 0.12% | 0.20% | Traditional |
| New Relic | newrelic.com | Infrastructure | New Relic offers a range of monitoring and debugging tools to help businesses improve their technology stack. The product is designed to address various business problems, including monitoring applica | #119 | #75 | 0.12% | 0.19% | Traditional |
| Expo | expo.dev | Dev Tools | Expo is an open-source framework for developing apps that operate on Android, iOS, and the web. It merges the capabilities of mobile and web platforms, offering numerous features for app construction | #123 | #255 | 0.11% | 0.05% | Traditional |
| ngrok | ngrok.com | Dev Tools | ngrok is a platform that provides secure tunnels to localhost and is primarily used for developing and testing webhooks and other web services. It allows developers to expose a local server behind a N | #126 | #547 | 0.11% | 0.02% | Traditional |
| SonarCloud | sonarcloud.io | Dev Tools | SonarCloud offers online code review as a service. It aims to help development teams deliver clean code consistently and efficiently by providing instant feedback and analysis of code quality. The too | #132 | #153 | 0.11% | 0.09% | Traditional |
| TestRail by Gurock | testrail.com | Dev Tools | TestRail by Gurock provides software testing tools for QA and development teams. | #133 | #80 | 0.11% | 0.18% | Traditional |
| Retool | retool.com | Dev Tools | Retool is a development platform designed to expedite the creation of custom business software. As a no-code/low-code app builder with a drag-and-drop interface, it simplifies the process of developin | #135 | #253 | 0.10% | 0.05% | Traditional |
| SerpAPI | serpapi.com | Dev Tools | SerpApi.com provides an API for scraping search engine results pages. It returns SERP data in JSON format, facilitating the integration of search engine data into applications. The service also manage | #153 | #302 | 0.08% | 0.04% | Traditional |
| Bitrise | bitrise.io | Dev Tools | Bitrise is a Continuous Integration and Delivery (CI/CD) platform designed specifically for Mobile DevOps. It helps developers cut build times, speed up releases, and deploy their mobile apps with con | #161 | #267 | 0.08% | 0.05% | Traditional |
| Cloudinary | cloudinary.com | Infrastructure | Cloudinary is a platform that provides a solution for image and video upload, storage, optimization, and content delivery network (CDN) services. Some of the key features of Cloudinary include program | #163 | #199 | 0.08% | 0.06% | Traditional |
| Cypress | cypress.io | Testing & QA | Cypress is a JavaScript framework designed for component testing and end-to-end testing of modern web applications. It provides developers with a suite of features that streamline the process of writi | #165 | #271 | 0.08% | 0.04% | Traditional |
| Better Stack | betterstack.com | Observability & Monitoring | Better Stack is a platform offering tools for website monitoring, incident management, log management, and observability dashboards to debug issues and resolve incidents across tech stacks. | #166 | #207 | 0.08% | 0.06% | Traditional |
| Elastic | elastic.co | Data | Elastic builds software to make data usable in real-time and at scale for search, logging, security, and analytics use cases. The Elasticsearch Platform allows for monitoring of logs, application perf | #171 | #54 | 0.08% | 0.27% | Traditional |
| HashiCorp | hashicorp.com | Dev Tools | HashiCorp is a company that develops infrastructure automation software. One of its prominent offerings is Terraform, an open-source tool designed for implementing Infrastructure as Code (IaC). Terraf | #177 | #304 | 0.07% | 0.04% | Traditional |
| Chromatic | chromatic.com | Dev Tools | Chromatic is a platform designed for web development, focusing on visual testing and UI testing. It serves as a tool for developers and teams to capture and manage visual UI snapshots of web applicati | #182 | #268 | 0.07% | 0.05% | Traditional |
| Launch Darkly | launchdarkly.com | Feature Flags & Experimentation | LaunchDarkly offers feature flag and toggle management by allowing businesses to control the deployment of features and the percentage of users who have access to them. It also enables A/B testing to | #187 | #167 | 0.07% | 0.08% | Traditional |
| Fixer | fixer.io | Other | Fixer is a platform that provides an API for current and historical foreign exchange rates. Used by developers, SMBs, and large corporations, the API offers real-time exchange rate data for 170 world | #189 | #733 | 0.07% | 0.01% | Traditional |
| GitLab | about.gitlab.com | 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. | #190 | #40 | 0.07% | 0.36% | AI-Embedded |
| Rollbar | rollbar.com | Observability & Monitoring | Rollbar is an error logging and tracking platform designed for software teams. It helps to proactively discover, predict, and resolve errors in real-time. The platform offers several features to impro | #197 | #245 | 0.06% | 0.05% | Traditional |
| Redis Labs | redislabs.com | Data | Redis Labs is the open-source home and commercial provider of Redis, a database. | #198 | #222 | 0.06% | 0.06% | Traditional |
| Autodesk | autodesk.com | 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 visualize, si | #200 | #78 | 0.06% | 0.18% | AI-Embedded |
Which software categories Engineering teams spend on most
Engineering & DevOps is the largest engineering software category by spend share at 12.9%, followed by Collaboration & Productivity at 5.5%, across 1,126 tools tracked from real company purchases.
| Category | Products | Popularity share | Spend share |
|---|---|---|---|
| Engineering & DevOps | 795 | 16.46% | 12.86% |
| Collaboration & Productivity | 72 | 2.90% | 5.54% |
| Marketing & Growth | 40 | 1.26% | 0.99% |
| IT & Security | 71 | 0.93% | 0.84% |
| Data & Analytics | 70 | 0.93% | 2.48% |
| AI Platforms & Model Ops | 52 | 0.50% | 0.29% |
| Customer Success & Support | 10 | 0.10% | 0.12% |
| Operations & Supply Chain | 7 | 0.04% | 0.05% |
| Sales & Revenue | 1 | 0.03% | 0.07% |
| People Ops & Talent | 3 | 0.01% | 0.00% |
| Finance & Accounting | 4 | 0.00% | 0.00% |
| Legal, Risk & Compliance | 1 | 0.00% | 0.00% |
How Engineering software popularity has changed over time
Engineering tools currently account for 23.1% of popularity share and 23.2% of spend share across 1,126 products; the chart shows how that footprint has changed month by month.
The fastest-rising tools in engineering stacks
Firebender and Browserbase are the fastest-rising tools in engineering stacks among 1,126 products tracked; they currently rank #459 and #630 by popularity in Cledara's latest team data.
| Product | Website | Subcategory | Description | Popularity rank | Spend rank | Popularity share | Spend share | AI classification |
|---|---|---|---|---|---|---|---|---|
| Firebender | firebender.com | Developer Tools & IDEs | Firebender is an AI-powered plugin for Android Studio that integrates directly into JetBrains IDEs. It enables code generation, inline edits, and terminal command execution using models like OpenAI’s | #459 | #1,267 | 0.02% | 0.00% | AI-Native |
| Browserbase | browserbase.com | 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. | #630 | #1,513 | 0.02% | 0.00% | AI-Embedded |
| Meshy | meshy.ai | AI Development Tools | Meshy is an AI-powered 3D modeling platform that enables users to transform text prompts or 2D images into high-quality 3D models and animations. It offers features like text-to-3D conversion, image-t | #604 | #1,026 | 0.02% | 0.00% | AI-Native |
| Cubic | cubic.dev | Developer Tools & IDEs | Cubic is an AI-powered code review platform that analyzes pull requests to detect logic errors, style inconsistencies, and potential vulnerabilities. It supports inline comments, one-click fixes, and | #638 | #1,022 | 0.02% | 0.00% | AI-Native |
| Netsons | netsons.com | Hosting & Deployment | Netsons is a hosting provider offering services including hosting, cloud hosting, dedicated servers, domain registration, SSL certificates and CDN solutions. | #837 | #980 | 0.01% | 0.00% | Traditional |
Frequently asked questions
What software do engineering teams use most in 2026?
Cursor is the most-used tool in engineering team stacks (3.3% market share), followed by Atlassian and GitHub, based on real purchasing data from Cledara.
How many tools does a typical engineering team use?
Cledara tracks 1,126 products in active use by engineering teams across 12 categories. The full ranked list above updates monthly.
Which tools are engineering teams adopting right now?
Firebender and Browserbase are the fastest-rising tools in engineering stacks over the last 90 days by rank velocity.
Where does this data come from?
From anonymized, aggregated software purchasing data across companies that manage their software with Cledara — real payments, not surveys. Last updated 11 September 2026, 02:07 UTC.