# Best Python Integrated Development Environments (IDE) *By [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)* Python integrated development environments, or Python IDEs, are software platforms that provide programmers and developers with a comprehensive set of tools for software development in a single product, specifically in the Python programming language. Python IDEs are built to work with specific application platforms and remove barriers involved in the lifecycle of software development. Python IDEs are used by development teams to build new software, apps, web pages, and services, delivering a single tool with all the features needed to accomplish these tasks and removing the need for integrations. Python IDEs are used to program code for a specific platform or platforms, and have integrated features specifically designed for use within these platforms including capabilities to compile, debug, or intelligently complete code automatically. To qualify for inclusion in the Python Integrated Development Environments category, a product must: - Provide Python programming capabilities through a text editor or a GUI (graphical user interface) - Integrate with at least one platform without a separate plugin - Expose a platform’s application programming interface (API) and allow for compiling, debugging, version control, platform-specific code suggestions, or code deployment ## Top Python Integrated Development Environments (IDE) at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [AWS Cloud9](https://www.g2.com/products/aws-cloud9/reviews) | 4.3/5.0 (340 reviews) | AWS-native serverless development with browser-based collaboration | "[Streamlined coding in the cloud](https://www.g2.com/survey_responses/aws-cloud9-review-12930335)" | | 2 | [PyCharm](https://www.g2.com/products/pycharm/reviews) | 4.6/5.0 (765 reviews) | Python debugging with intelligent code completion | "[Easy Python Access for Non-Developers—Great for Learning and Building Basic Tools](https://www.g2.com/survey_responses/pycharm-review-12779821)" | | 3 | [Deepnote](https://www.g2.com/products/deepnote/reviews) | 4.5/5.0 (379 reviews) | Real-time collaborative data science notebooks | "[Real-Time Collaboration That Makes Lab Work Easy](https://www.g2.com/survey_responses/deepnote-review-13100282)" | | 4 | [Hex](https://www.g2.com/products/hex-tech-hex/reviews) | 4.5/5.0 (401 reviews) | SQL-to-Python notebooks with interactive app publishing | "[Effortless Data Analysis with Powerful AI](https://www.g2.com/survey_responses/hex-review-12262172)" | | 5 | [Eclipse](https://www.g2.com/products/eclipse/reviews) | 4.3/5.0 (3,093 reviews) | Java-centric development with Python plugin support | "[Reliable IDE for Java and Spring Boot Development](https://www.g2.com/survey_responses/eclipse-review-12797001)" | | 6 | [The Jupyter Notebook](https://www.g2.com/products/the-jupyter-notebook/reviews) | 4.6/5.0 (240 reviews) | Interactive Python prototyping with cell-by-cell execution | "[Perfect for Prototyping and EDA, but a Headache for Version Control](https://www.g2.com/survey_responses/the-jupyter-notebook-review-12928655)" | | 7 | [spyder download](https://www.g2.com/products/spyder-download/reviews) | 4.4/5.0 (60 reviews) | Scientific Python development with variable exploration | "[Spyder py](https://www.g2.com/survey_responses/spyder-download-review-9630214)" | | 8 | [Anvil](https://www.g2.com/products/anvil-anvil/reviews) | 4.8/5.0 (11 reviews) | Full-stack Python web apps without JavaScript | "[Anvil is hands down the best way to use Python](https://www.g2.com/survey_responses/anvil-review-10882140)" | | 9 | [Qt](https://www.g2.com/products/qt/reviews) | 4.3/5.0 (53 reviews) | Cross-platform C++ GUI development with Qt | "[Agile UI Development, But Window Resizing Needs Improvement](https://www.g2.com/survey_responses/qt-review-11848019)" | | 10 | [Kite](https://www.g2.com/products/kite/reviews) | 4.2/5.0 (58 reviews) | — | "[A good code assistant but needs improvements](https://www.g2.com/survey_responses/kite-review-6940135)" | ## G2 Grid® for Python Integrated Development Environments (IDE) ![G2 Grid® for Python Integrated Development Environments (IDE) plotting products by satisfaction and market presence](https://www.g2.com/categories/python-integrated-development-environments-ide/grids.png?focus%5B%5D=48255&focus%5B%5D=16219&focus%5B%5D=142374&focus%5B%5D=162504&focus%5B%5D=6576&focus%5B%5D=50951&focus%5B%5D=59841&focus%5B%5D=138601) Highlighted products: AWS Cloud9, PyCharm, Deepnote, Hex, Eclipse, The Jupyter Notebook, spyder download, and Anvil. Underlying data: [Grid® JSON](https://www.g2.com/categories/python-integrated-development-environments-ide/grids.json?focus%5B%5D=aws-cloud9&focus%5B%5D=pycharm&focus%5B%5D=deepnote&focus%5B%5D=hex-tech-hex&focus%5B%5D=eclipse&focus%5B%5D=the-jupyter-notebook&focus%5B%5D=spyder-download&focus%5B%5D=anvil-anvil) ## How Many Python Integrated Development Environments (IDE) Products Does G2 Track? **Total Products under this Category:** 36 ### Category Stats (Jul 2026) - **Average Rating**: 4.35/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Codenvy (+0.29%) - Among all products in this category, Codenvy recorded the largest rating increase compared to last month *Last updated: July 17, 2026* ## How Does G2 Rank Python Integrated Development Environments (IDE) Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 6,000+ Authentic Reviews - 36+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which Python Integrated Development Environments (IDE) Is Best for Your Use Case? - **Leader:** [AWS Cloud9](https://www.g2.com/products/aws-cloud9/reviews) - **Highest Performer:** [Hex](https://www.g2.com/products/hex-tech-hex/reviews) - **Easiest to Use:** [PyCharm](https://www.g2.com/products/pycharm/reviews) - **Top Trending:** [Hex](https://www.g2.com/products/hex-tech-hex/reviews) - **Best Free Software:** [PyCharm](https://www.g2.com/products/pycharm/reviews) --- **Sponsored** ### XTM Cloud XTM is a leading modular localization and translation platform powered by AI. Designed to help global businesses in scaling their localization efforts with speed, precision, and cost efficiency, XTM is a trusted solution for localization teams across more than 160 countries, serving over 170,000 active users worldwide. This platform integrates various powerful tools to streamline the translation process, making it a comprehensive solution for managing all aspects of localization. The XTM platform encompasses five key solutions: XTM Cloud for translation management, XTRF for business and project management, Rigi for preview-first software localization, Transifex for developer-first localization, and Video Creation Cloud for video automation. Together, these components provide a unified platform that supports omnichannel content delivery across diverse formats such as websites, applications, software, documentation, and multimedia. This versatility allows organizations to reduce translation turnaround times, enhance quality, and automate manual workflows effectively. Targeted at businesses of all sizes, XTM is particularly beneficial for teams involved in marketing, product development, and customer support. The platform is designed to accommodate various content types and team structures, making it suitable for localizing marketing documents, product user interfaces, support content, and websites. Its advanced capabilities cater to the needs of enterprises aiming to expand their global reach while maintaining high-quality localization standards. Key features of XTM include AI-powered tools such as Intelligent Score for automated translation quality scoring, Language Guard for harmful language detection, and SmartContext for brand-consistent AI translation. Additionally, the platform offers advanced translation memory with smart matching, subsegment recall, and TM prioritization to maximize content reuse and minimize costs. Visual context features allow linguists to translate in-context with live previews, which significantly reduces review cycles and the need for post-editing. XTM also supports workflow automation to streamline repetitive project tasks and facilitate seamless handoffs across teams. With over 50 pre-built integrations, including popular tools like Adobe Experience Manager, Figma, Zendesk, Salesforce, Sitecore, and GitHub, XTM ensures that businesses can easily connect their existing systems. Furthermore, the platform includes multilingual terminology management, AI-driven analytics, real-time collaboration tools, and support for over 880 languages, making it a robust solution for any localization challenge. By centralizing and automating both project-based and continuous localization efforts, XTM empowers enterprises to accelerate their time to market, enhance translation quality, and achieve greater ROI from their global expansion initiatives. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1641&secure%5Bchosen_at%5D=2026-07-17T21%3A56%3A06Z&secure%5Bdisplayable_resource_id%5D=2333&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=65591&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=65591&secure%5Bresource_id%5D=1641&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fpython-integrated-development-environments-ide&secure%5Btoken%5D=24a5c0f4cc8ff5b88ff7232d445b402f833e7633eca82e92118f7b0f9f202c55&secure%5Burl%5D=https%3A%2F%2Fxtm.ai%2Fdemo&secure%5Burl_type%5D=book_demo) --- ## What Are the Top-Rated Python Integrated Development Environments (IDE) Products in 2026? ### 1. [AWS Cloud9](https://www.g2.com/products/aws-cloud9/reviews) AWS Cloud9 is a cloud-based integrated development environment (IDE) that enables developers to write, run, and debug code directly from a web browser. It includes a code editor, debugger, and terminal, and comes pre-configured with essential tools for popular programming languages such as JavaScript, Python, and PHP. This eliminates the need for local installations or configurations, allowing developers to start new projects quickly. Being cloud-based, AWS Cloud9 facilitates seamless collaboration among team members, enabling real-time code sharing and pair programming from any location with internet access. Key Features and Functionality: - Browser-Based IDE: Access the development environment from any internet-connected device without local installations. - Pre-Configured Tools: Supports over 40 programming languages, including JavaScript, Python, PHP, Ruby, Go, and C++, with necessary tools and libraries pre-installed. - Integrated Debugger and Terminal: Features a built-in debugger for setting breakpoints and stepping through code, along with a terminal that provides sudo privileges and a pre-authenticated AWS Command Line Interface. - Serverless Application Development: Simplifies building serverless applications by offering an integrated experience for defining resources, debugging, and switching between local and remote execution. - Real-Time Collaboration: Allows multiple developers to work simultaneously on the same codebase, with real-time visibility into each other's inputs and built-in chat functionality. Primary Value and User Solutions: AWS Cloud9 streamlines the development process by providing a ready-to-use, cloud-based environment that reduces setup time and complexity. Its collaborative features enhance team productivity, while the pre-configured tools and serverless development support enable faster and more efficient application development. By eliminating the need for local development environments, AWS Cloud9 offers flexibility and scalability, allowing developers to focus on coding without worrying about infrastructure management. **Average Rating:** 4.3/5.0 **Total Reviews:** 340 **How Do G2 Users Rate AWS Cloud9?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 8.5/10) - **Customization:** 8.2/10 (Category avg: 8.0/10) - **Patching & Updates:** 8.3/10 (Category avg: 8.0/10) **Who Is the Company Behind AWS Cloud9?** - **Seller:** [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) - **Year Founded:** 2006 - **HQ Location:** Seattle, WA - **Twitter:** @awscloud (2,232,483 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/amazon-web-services/ (147,094 employees on LinkedIn®) - **Ownership:** NASDAQ: AMZN **Who Uses This Product?** - **Who Uses This:** Software Engineer, Software Developer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 44% Small-Business, 29% Enterprise #### What Are AWS Cloud9's Pros and Cons? **Pros:** - Cloud-Based Solutions (54 reviews) - Ease of Use (53 reviews) - Cloud Services (48 reviews) - Cloud-Based Development (45 reviews) - Collaboration (42 reviews) **Cons:** - Slow Performance (38 reviews) - Internet Connectivity (31 reviews) - Performance Issues (22 reviews) - Connection Issues (21 reviews) - Expensive (21 reviews) ### What Do G2 Reviewers Say About AWS Cloud9? *AI-generated summary from verified user reviews* **Pros:** - Users love the **cloud-based accessibility** of AWS Cloud9, allowing effortless coding from anywhere without installations. - Users value the **ease of use** of AWS Cloud9, benefiting from a user-friendly, fully-integrated cloud IDE. - Users enjoy the **flexibility of cloud-based coding** in AWS Cloud9, enabling development from anywhere without installations. - Users appreciate the **cloud-based development capabilities** of AWS Cloud9, enabling coding from anywhere without local setup. - Users appreciate the **real-time collaboration** features of AWS Cloud9, enhancing teamwork and streamlining development tasks. **Cons:** - Users experience **slow performance** , particularly with larger projects, impacting overall efficiency and workflow. - Users find the **internet connectivity requirement** challenging, as Cloud9 doesn't function offline and can be slow. - Users experience **performance issues** with AWS Cloud9, particularly with slow speeds on large projects and internet dependency. - Users experience **connection issues** that disrupt workflows, especially when relying on a stable internet connection for performance. - Users find AWS Cloud9 to be **expensive** , especially for small teams, with costs that can quickly accumulate. #### What Are Recent G2 Reviews of AWS Cloud9? **"[Streamlined coding in the cloud](https://www.g2.com/survey_responses/aws-cloud9-review-12930335)"** **Rating:** 5.0/5.0 stars *— Nitin G.* [Read full review](https://www.g2.com/survey_responses/aws-cloud9-review-12930335) --- **"[Seamless Browser-Based Coding with AWS Integration and Real-Time Collaboration](https://www.g2.com/survey_responses/aws-cloud9-review-12983236)"** **Rating:** 4.5/5.0 stars *— Akhil S.* [Read full review](https://www.g2.com/survey_responses/aws-cloud9-review-12983236) --- #### What Are G2 Users Discussing About AWS Cloud9? - [What is AWS Cloud9 used for?](https://www.g2.com/discussions/what-is-aws-cloud9-used-for) - 1 comment ### 2. [PyCharm](https://www.g2.com/products/pycharm/reviews) PyCharm is an integrated development environment (IDE) that helps professional Python developers be more productive, be more confident, and write better code. PyCharm Pro supports the entire Python workflowout of the box, including web frameworks, frontend technologies, databases, and scientific tooling. PyCharm Community Edition, a free and open-source project, is also available for general Python programming tasks. **Average Rating:** 4.6/5.0 **Total Reviews:** 765 **How Do G2 Users Rate PyCharm?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.5/10) - **Customization:** 8.7/10 (Category avg: 8.0/10) - **Patching & Updates:** 8.8/10 (Category avg: 8.0/10) **Who Is the Company Behind PyCharm?** - **Seller:** [JetBrains](https://www.g2.com/sellers/jetbrains) - **Company Website:** https://www.jetbrains.com/ - **Year Founded:** 2000 - **HQ Location:** Prague - **Twitter:** @jetbrains (213,126 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/12515/ (2,941 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Software Developer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 42% Small-Business, 31% Mid-Market #### What Are PyCharm's Pros and Cons? **Pros:** - Ease of Use (17 reviews) - Features (14 reviews) - Code Editing (9 reviews) - Debugging (8 reviews) - Setup Ease (8 reviews) **Cons:** - Limited Features (5 reviews) - Expensive (4 reviews) - High System Requirements (4 reviews) - Learning Curve (3 reviews) - Resource Limitations (3 reviews) ### What Do G2 Reviewers Say About PyCharm? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** in PyCharm, enjoying its intuitive UI and efficient navigation features. - Users commend the **feature-rich design** of PyCharm, highlighting its integration and support for various tools and frameworks. - Users love the **enhanced code editing experience** with features like auto-completion, syntax highlighting, and intuitive interface. - Users praise PyCharm for its **robust debugging tools** , enhancing productivity and minimizing errors during development. - Users find PyCharm's **setup ease** exceptional, appreciating the simple installation and intuitive interface for coding tasks. **Cons:** - Users note the **limited features** in the free edition of PyCharm, constraining access for individual developers and students. - Users find PyCharm **expensive** , especially the professional version, and note its heavy resource usage and slow performance. - Users criticize PyCharm for its **high system requirements** , leading to slow load times and resource consumption. - Users find the **steep learning curve** of PyCharm challenging, especially due to its multitude of features and settings. - Users note **resource limitations** in PyCharm, especially on older machines, impacting performance and accessibility of advanced features. #### What Are Recent G2 Reviews of PyCharm? **"[Easy Python Access for Non-Developers—Great for Learning and Building Basic Tools](https://www.g2.com/survey_responses/pycharm-review-12779821)"** **Rating:** 4.5/5.0 stars *— Luca B.* [Read full review](https://www.g2.com/survey_responses/pycharm-review-12779821) --- **"[PyCharm Boosts Productivity with Smart Completion and Powerful Debugging](https://www.g2.com/survey_responses/pycharm-review-12955967)"** **Rating:** 4.5/5.0 stars *— ABDUL MUNAF Z 2.* [Read full review](https://www.g2.com/survey_responses/pycharm-review-12955967) --- #### What Are G2 Users Discussing About PyCharm? - [What is PyCharm used for?](https://www.g2.com/discussions/pycharm-what-is-pycharm-used-for) - 2 comments - [What is PyCharm editor?](https://www.g2.com/discussions/what-is-pycharm-editor) - 2 comments - [Is PyCharm paid?](https://www.g2.com/discussions/is-pycharm-paid) - 2 comments - [Can I use PyCharm for free?](https://www.g2.com/discussions/can-i-use-pycharm-for-free) - 2 comments - [What is PyCharm used for?](https://www.g2.com/discussions/what-is-pycharm-used-for) - 3 comments ### 3. [Deepnote](https://www.g2.com/products/deepnote/reviews) Deepnote is a data workspace where agents and humans work together. It's designed to simplify data exploration, accelerate analysis, and quickly deliver actionable insights for you and your team. Unlike outdated tools such as Jupyter, Deepnote is built with the next decade in mind. Deepnote gives anyone working with data superpowers. It unifies your data workflow through an integrated semantic layer, preparing your data for advanced AI applications. You can also leverage our AI data copilot to chat with your data, create charts, write code, or turn your AI notebooks into fully-fledged data dashboards or apps. Combine data, SQL or Python code, and visualizations side-by-side on a flexible canvas - enhanced with cutting-edge AI reasoning models. 🤖 Analyze with AI • Generate code and visualizations by describing your goal. • Auto-write, run, and debug code with AI. • Move faster with context-aware AI suggestions. 🔗 Unify • Connect to 60+ data sources like BigQuery, Snowflake, and PostgreSQL. • Combine Python and SQL in one notebook. • Build reusable ETL, analytics, and metric modules. • Create a semantic layer with shared definitions and trusted metrics. ⚖️ Scale • Instantly boost compute power, more included than Colab. • Schedule jobs and get notified with fresh results. • Organize work in projects and folders for team clarity. • Manage workflows via REST API. 🚀 Launch • Turn notebooks into dashboards or data apps, natively or with Streamlit. • Let users explore data with interactive inputs. • Share secure, live apps in one click. **Average Rating:** 4.5/5.0 **Total Reviews:** 379 **How Do G2 Users Rate Deepnote?** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 8.5/10) - **Customization:** 7.5/10 (Category avg: 8.0/10) - **Patching & Updates:** 8.4/10 (Category avg: 8.0/10) **Who Is the Company Behind Deepnote?** - **Seller:** [Deepnote](https://www.g2.com/sellers/deepnote) - **Company Website:** https://www.deepnote.com - **Year Founded:** 2019 - **HQ Location:** San Francisco , US - **Twitter:** @DeepnoteHQ (5,239 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/deepnote (17 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Student, Data Analyst - **Top Industries:** Computer Software, Higher Education - **Company Size:** 67% Small-Business, 24% Mid-Market #### What Are Deepnote's Pros and Cons? **Pros:** - Ease of Use (117 reviews) - Collaboration (93 reviews) - Team Collaboration (59 reviews) - Easy Integrations (53 reviews) - Data Management (44 reviews) **Cons:** - Slow Performance (47 reviews) - Limited Features (21 reviews) - Data Management Issues (19 reviews) - Lagging Performance (18 reviews) - Slow Loading (17 reviews) ### What Do G2 Reviewers Say About Deepnote? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **ease of use** of Deepnote, facilitating collaboration and simplifying data analysis tasks. - Users appreciate the **seamless collaboration** capabilities of Deepnote, enhancing teamwork and project efficiency significantly. - Users value the **real-time collaboration** in Deepnote, enhancing teamwork and efficiency in data analysis processes. - Users appreciate the **easy integrations** in Deepnote, enabling seamless workflow and efficient data management. - Users appreciate the **easy data management** in Deepnote, enabling seamless integration and collaborative analytics. **Cons:** - Users notice **slow performance** with large datasets, affecting the application's responsiveness and analysis agility. - Users find the **limited features** of Deepnote hinder its usability and comparability with other tools. - Users report issues with **data management** , including slowness, kernel crashes, and unintuitive file navigation. - Users experience **lagging performance** with Deepnote, particularly when handling large datasets or multiple requests. - Users often experience **slow loading** times in Deepnote, especially with larger projects, impacting their efficiency and workflow. #### What Are Recent G2 Reviews of Deepnote? **"[Real-Time Collaboration That Makes Lab Work Easy](https://www.g2.com/survey_responses/deepnote-review-13100282)"** **Rating:** 5.0/5.0 stars *— Gabriel P.* [Read full review](https://www.g2.com/survey_responses/deepnote-review-13100282) --- **"[Deepnote Makes Team Data Work Seamless with Real-Time Collaboration](https://www.g2.com/survey_responses/deepnote-review-13121723)"** **Rating:** 4.5/5.0 stars *— Ravindra N.* [Read full review](https://www.g2.com/survey_responses/deepnote-review-13121723) --- #### What Are G2 Users Discussing About Deepnote? - [How do you use a deep note?](https://www.g2.com/discussions/how-do-you-use-a-deep-note) - [Is Deepnote open source?](https://www.g2.com/discussions/is-deepnote-open-source) - [Is Deepnote good?](https://www.g2.com/discussions/is-deepnote-good) - 1 comment - [Is Deepnote better than Colab?](https://www.g2.com/discussions/is-deepnote-better-than-colab) - 1 comment ### 4. [Hex](https://www.g2.com/products/hex-tech-hex/reviews) Hex is the world’s favorite AI Analytics platform. With Hex, anyone can explore data using natural language, with or without code, all on trusted context, in one AI-powered platform. Get started now \> https://app.hex.tech/signup?source=g2 Get a demo \> https://hex.tech/request-a-demo/?source=g2 **Average Rating:** 4.5/5.0 **Total Reviews:** 401 **How Do G2 Users Rate Hex?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 8.5/10) - **Customization:** 7.4/10 (Category avg: 8.0/10) - **Patching & Updates:** 7.9/10 (Category avg: 8.0/10) **Who Is the Company Behind Hex?** - **Seller:** [Hex Tech](https://www.g2.com/sellers/hex-tech) - **Company Website:** https://hex.tech/ - **Year Founded:** 2019 - **HQ Location:** San Francisco, US - **Twitter:** @_hex_tech (6,982 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/hex-technologies/ (249 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Analyst, Data Scientist - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 53% Mid-Market, 22% Small-Business #### What Are Hex's Pros and Cons? **Pros:** - Ease of Use (114 reviews) - SQL Queries (73 reviews) - Data Management (69 reviews) - SQL Querying (66 reviews) - Data Analysis (55 reviews) **Cons:** - Limited Features (43 reviews) - Missing Features (39 reviews) - Lacking Features (35 reviews) - Slow Performance (28 reviews) - Data Management Issues (27 reviews) ### What Do G2 Reviewers Say About Hex? *AI-generated summary from verified user reviews* **Pros:** - Users find Hex **extremely user-friendly** , enjoying seamless integration and fast implementation for data projects. - Users appreciate the **seamless integration of SQL and Python** , enhancing their data analysis and visualization experience in Hex. - Users praise Hex for its **user-friendly data management** , enabling easy integration and collaboration across multiple databases. - Users appreciate the **seamless SQL querying** in Hex, enhancing data analysis with effortless integration and intuitive tools. - Users enjoy the **seamless data analysis and interactive capabilities** of Hex, enhancing collaboration and efficiency. **Cons:** - Users highlight **limited features** in Hex, noting constraints in dashboard capabilities and lack of helpful AI tools. - Users find **missing features** in Hex, such as inadequate data visualization and lack of saved result tabs. - Users note that Hex is **lacking essential features** for dashboarding and computational efficiency compared to competitors. - Users experience **slow performance** with Hex, especially in virtual machines and during routine tasks. - Users face **data management issues** with Hex, including failures in scheduled runs and challenging notebook debugging. #### What Are Recent G2 Reviews of Hex? **"[Effortless Data Analysis with Powerful AI](https://www.g2.com/survey_responses/hex-review-12262172)"** **Rating:** 5.0/5.0 stars *— Hunter P.* [Read full review](https://www.g2.com/survey_responses/hex-review-12262172) --- **"[Amazing AI and SQL Autocomplete That Speeds Up My Work](https://www.g2.com/survey_responses/hex-review-12687305)"** **Rating:** 4.0/5.0 stars *— Paco R.* [Read full review](https://www.g2.com/survey_responses/hex-review-12687305) --- #### What Are G2 Users Discussing About Hex? - [What is Hex Technologies used for?](https://www.g2.com/discussions/what-is-hex-technologies-used-for) ### 5. [Eclipse](https://www.g2.com/products/eclipse/reviews) Eclipse is a robust, open-source integrated development environment (IDE) renowned for its extensibility and support for multiple programming languages. It provides a comprehensive suite of tools for software development, including code editing, debugging, and version control integration. Eclipse's modular architecture allows developers to customize their workspace with a vast array of plugins, catering to diverse development needs. Its cross-platform compatibility ensures a consistent experience across different operating systems. By offering a unified environment for various development tasks, Eclipse enhances productivity and streamlines the software development process. Key Features and Functionality: - Extensible Plugin System: Eclipse's architecture supports a wide range of plugins, enabling developers to tailor the IDE to their specific requirements. - Multi-language Support: It offers support for numerous programming languages, including Java, C++, Python, and more, facilitating diverse development projects. - Advanced Code Editing: Features such as syntax highlighting, code completion, and refactoring tools enhance code quality and developer efficiency. - Integrated Debugging: Eclipse provides powerful debugging tools that allow for real-time code analysis and troubleshooting. - Version Control Integration: Seamless integration with version control systems like Git enables efficient source code management. - Cross-Platform Compatibility: Eclipse runs on various operating systems, including Windows, macOS, and Linux, ensuring a consistent development environment. Primary Value and User Solutions: Eclipse addresses the complexities of modern software development by offering an all-in-one platform that integrates essential development tools. Its extensible nature allows developers to adapt the IDE to their evolving needs, promoting flexibility and scalability. By supporting multiple programming languages and providing advanced features like debugging and version control, Eclipse streamlines the development workflow, reduces context switching, and enhances overall productivity. Its open-source model fosters a collaborative community, ensuring continuous improvement and a wealth of resources for users. **Average Rating:** 4.3/5.0 **Total Reviews:** 3,093 **How Do G2 Users Rate Eclipse?** - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.5/10) - **Customization:** 8.5/10 (Category avg: 8.0/10) - **Patching & Updates:** 8.7/10 (Category avg: 8.0/10) **Who Is the Company Behind Eclipse?** - **Seller:** [Eclipse Foundation](https://www.g2.com/sellers/eclipse-foundation) - **Year Founded:** 2004 - **HQ Location:** Brussels, Belgium - **Twitter:** @EclipseFdn (31,013 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/34093/ (249 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 43% Enterprise, 29% Small-Business #### What Are Eclipse's Pros and Cons? **Pros:** - Ease of Use (163 reviews) - Features (137 reviews) - Java Support (102 reviews) - Plugins (92 reviews) - Debugging (90 reviews) **Cons:** - Slow Performance (76 reviews) - Outdated Interface (68 reviews) - Poor Interface Design (49 reviews) - Performance Issues (48 reviews) - Plugin Issues (46 reviews) ### What Do G2 Reviewers Say About Eclipse? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** in Eclipse, benefiting from features that simplify coding and boost productivity. - Users love Eclipse for its **comprehensive features** , including a powerful compiler, extensive themes, and advanced debugging tools. - Users value the **strong Java support** in Eclipse, enhancing productivity with effective debugging and powerful tools. - Users appreciate the **huge plugin ecosystem** of Eclipse, enhancing functionality and supporting various languages and frameworks efficiently. - Users find Eclipse's **powerful debugging tools** invaluable, enhancing productivity and efficiency in Java development. **Cons:** - Users experience **slow performance** with Eclipse, especially when managing large projects or multiple files simultaneously. - Users criticize the **outdated interface** of Eclipse, finding it cluttered and less intuitive than newer IDEs. - Users find the **poor interface design** of Eclipse outdated and lacking modern features, diminishing their overall experience. - Users experience **performance issues** with Eclipse, facing lag and slowdowns, especially with larger projects or multiple plugins. - Users experience **plugin issues** causing slow performance, especially with large projects and high memory usage. #### What Are Recent G2 Reviews of Eclipse? **"[Reliable IDE for Java and Spring Boot Development](https://www.g2.com/survey_responses/eclipse-review-12797001)"** **Rating:** 4.5/5.0 stars *— MD U.* [Read full review](https://www.g2.com/survey_responses/eclipse-review-12797001) --- **"[Enhances Java Coding with Powerful Tools but Needs a Performance Boost](https://www.g2.com/survey_responses/eclipse-review-12634501)"** **Rating:** 4.5/5.0 stars *— Jeni J.* [Read full review](https://www.g2.com/survey_responses/eclipse-review-12634501) --- #### What Are G2 Users Discussing About Eclipse? - [Which version of Eclipse is best?](https://www.g2.com/discussions/which-version-of-eclipse-is-best) - 7 comments, 3 upvotes - [What are the advantages of Eclipse IDE?](https://www.g2.com/discussions/eclipse-what-are-the-advantages-of-eclipse-ide) - 2 comments, 4 upvotes - [What is Eclipse software used for?](https://www.g2.com/discussions/what-is-eclipse-software-used-for) - 3 comments - [What are the features of Eclipse IDE?](https://www.g2.com/discussions/eclipse-what-are-the-features-of-eclipse-ide) - 2 comments ### 6. [The Jupyter Notebook](https://www.g2.com/products/the-jupyter-notebook/reviews) Jupyter Notebook is an open-source, web-based interactive computing environment that enables users to create and share documents containing live code, equations, visualizations, and narrative text. It supports over 40 programming languages, including Python, R, Julia, and Scala, making it a versatile tool for data science, scientific computing, and machine learning. Key Features: - Interactive Computing: Allows real-time code execution and immediate feedback, facilitating an interactive development process. - Multi-Language Support: Supports numerous programming languages, enabling flexibility in project development. - Rich Text Integration: Incorporates Markdown for formatting text, creating headings, lists, and embedding links alongside code. - Data Visualization: Integrates seamlessly with libraries like Matplotlib and Seaborn to produce dynamic, inline visualizations. - Notebook Sharing: Enables easy sharing of notebooks via email, GitHub, or conversion to formats like HTML and PDF. - Extensible Architecture: Supports extensions and plugins, allowing for customization and additional functionality. - Kernel Flexibility: Allows switching between different programming languages within the same notebook. Primary Value and User Solutions: Jupyter Notebook streamlines the process of developing, documenting, and sharing computational workflows. Its interactive environment promotes reproducibility and transparency in research, making it an invaluable tool for data scientists, educators, and researchers. By combining code execution, rich text, and visualizations in a single document, it enhances collaboration and simplifies the communication of complex ideas. **Average Rating:** 4.6/5.0 **Total Reviews:** 240 **How Do G2 Users Rate The Jupyter Notebook?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.5/10) - **Customization:** 7.9/10 (Category avg: 8.0/10) - **Patching & Updates:** 8.3/10 (Category avg: 8.0/10) **Who Is the Company Behind The Jupyter Notebook?** - **Seller:** [Jupyter Open Source](https://www.g2.com/sellers/jupyter-open-source) - **Year Founded:** 2014 - **HQ Location:** N/A - **Twitter:** @ProjectJupyter (86,975 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10445198/ (42 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Scientist, Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 36% Enterprise, 34% Small-Business #### What Are The Jupyter Notebook's Pros and Cons? **Pros:** - Ease of Use (7 reviews) - Data Visualization (6 reviews) - Data Analysis (5 reviews) - Useful (5 reviews) - Performance (4 reviews) **Cons:** - File Management (3 reviews) - Large Data Management (3 reviews) - Complex Setup (2 reviews) - Difficult Management (2 reviews) - Learning Curve (2 reviews) ### What Do G2 Reviewers Say About The Jupyter Notebook? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Jupyter Notebook, making it perfect for beginners and efficient for data projects. - Users value the **easy implementation of data visualizations** in Jupyter Notebook, enhancing their Python and machine learning projects. - Users value the **powerful data analysis capabilities** of Jupyter Notebook, enabling interactive insights and seamless visualizations. - Users value the **interactive prototyping and language flexibility** of Jupyter Notebook, enhancing their data analysis workflows. - Users value the **unmatched interactive prototyping** capabilities of Jupyter Notebook, enhancing their data analysis and experimentation. **Cons:** - Users find **file management cumbersome** in Jupyter Notebook, particularly with large projects and outdated UI limitations. - Users report that handling **large datasets** is slow, often leading to crashes and performance issues. - Users experience a **complex setup** with Jupyter Notebook, finding the initial learning process and configuration overwhelming. - Users find **difficult management** aspects challenging, especially in setting up environment configurations and handling version control. - Users find the **steep learning curve** of Jupyter Notebook challenging, requiring significant time to grasp initial setup and commands. #### What Are Recent G2 Reviews of The Jupyter Notebook? **"[Everything I Need for Data Science in One Place](https://www.g2.com/survey_responses/the-jupyter-notebook-review-12618104)"** **Rating:** 5.0/5.0 stars *— Furkan A.* [Read full review](https://www.g2.com/survey_responses/the-jupyter-notebook-review-12618104) --- **"[Perfect for Prototyping and EDA, but a Headache for Version Control](https://www.g2.com/survey_responses/the-jupyter-notebook-review-12928655)"** **Rating:** 5.0/5.0 stars *— Lokesh S.* [Read full review](https://www.g2.com/survey_responses/the-jupyter-notebook-review-12928655) --- #### What Are G2 Users Discussing About The Jupyter Notebook? - [What is The Jupyter Notebook used for?](https://www.g2.com/discussions/what-is-the-jupyter-notebook-used-for) - 1 comment - [Why is Jupyter notebook so popular?](https://www.g2.com/discussions/why-is-jupyter-notebook-so-popular) - 1 comment, 1 upvote - [What is a Jupyter notebook checkpoint?](https://www.g2.com/discussions/what-is-a-jupyter-notebook-checkpoint) - 1 comment - [What is the use of Jupyter notebooks?](https://www.g2.com/discussions/what-is-the-use-of-jupyter-notebooks) - 1 comment, 1 upvote - [What are the features of Jupyter notebook?](https://www.g2.com/discussions/what-are-the-features-of-jupyter-notebook) - 1 comment ### 7. [spyder download](https://www.g2.com/products/spyder-download/reviews) Spyder is a powerful scientific environment written in Python, for Python, and designed by and for scientists, engineers and data analysts. It offers a unique combination of the advanced editing, analysis, debugging, and profiling functionality of a compr **Average Rating:** 4.4/5.0 **Total Reviews:** 60 **How Do G2 Users Rate spyder download?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.5/10) - **Customization:** 7.8/10 (Category avg: 8.0/10) - **Patching & Updates:** 7.8/10 (Category avg: 8.0/10) **Who Is the Company Behind spyder download?** - **Seller:** [Spyder](https://www.g2.com/sellers/spyder) - **HQ Location:** N/A - **Twitter:** @pypi (23,230 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 43% Enterprise, 38% Small-Business #### What Are Recent G2 Reviews of spyder download? **"[Best IDE for data analytics and Machine learning](https://www.g2.com/survey_responses/spyder-download-review-9103824)"** **Rating:** 5.0/5.0 stars *— anshuman m.* [Read full review](https://www.g2.com/survey_responses/spyder-download-review-9103824) --- **"[Spyder py](https://www.g2.com/survey_responses/spyder-download-review-9630214)"** **Rating:** 4.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/spyder-download-review-9630214) --- #### What Are G2 Users Discussing About spyder download? - [What is spyder download used for?](https://www.g2.com/discussions/what-is-spyder-download-used-for) - [Is Spyder a software?](https://www.g2.com/discussions/is-spyder-a-software) - 1 comment - [How do you code a Spyder?](https://www.g2.com/discussions/how-do-you-code-a-spyder) - [What is Spyder used for?](https://www.g2.com/discussions/what-is-spyder-used-for) - [How do I download Spyder for Python?](https://www.g2.com/discussions/how-do-i-download-spyder-for-python) ### 8. [Anvil](https://www.g2.com/products/anvil-anvil/reviews) Anvil is a web development platform that lets you build and deploy powerful applications using only Python. With Anvil, you can build your app's front end, back end, and database, all in one place, without writing any HTML, CSS, or JavaScript. Just drag and drop components to design your UI, and use Python code to make it work. Whether you're building internal tools, dashboards, SaaS products, or data science apps, Anvil provides everything you need out of the box: - Build with drag and drop UI - Write server-side code - Store data with built-in database - Create and consume HTTP APIs - Send emails - Manage users and authentication - Integrate with third-party services (Google, Microsoft, Facebook, Stripe) - Use any Python library - Collaborate with Git - Deploy with one click From prototype to production, Anvil simplifies the entire web development process, without sacrificing flexibility or control. **Average Rating:** 4.8/5.0 **Total Reviews:** 11 **How Do G2 Users Rate Anvil?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.5/10) - **Customization:** 9.1/10 (Category avg: 8.0/10) - **Patching & Updates:** 9.6/10 (Category avg: 8.0/10) **Who Is the Company Behind Anvil?** - **Seller:** [Anvil](https://www.g2.com/sellers/anvil) - **Year Founded:** 2015 - **HQ Location:** Cambridge, England, United Kingdom - **LinkedIn® Page:** https://www.linkedin.com/company/anvil-python (10 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 73% Small-Business, 18% Mid-Market #### What Are Anvil's Pros and Cons? **Pros:** - Ease of Use (6 reviews) - Python Support (6 reviews) - Collaboration (5 reviews) - Features (4 reviews) - Code Editing (3 reviews) **Cons:** - Limited Features (2 reviews) - AI Integration (1 reviews) - Complex Usability (1 reviews) - Excel Compatibility (1 reviews) - High System Requirements (1 reviews) ### What Do G2 Reviewers Say About Anvil? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of Anvil, allowing effortless app development without diving into complex coding. - Users value the **robust Python support** in Anvil, enabling the development of powerful and complex applications seamlessly. - Users value the **collaborative features** of Anvil, enabling easy teamwork and seamless project development. - Users praise Anvil for its **seamless abstraction** of app development complexities, making deployment effortless and efficient. - Users love the **easy code editing** with Anvil, enabling rapid development of both simple and complex web apps. **Cons:** - Users find the **limited features** of Anvil hinder achieving refined results, with issues in components and support accessibility. - Users feel the lack of **AI integration for coding** limits productivity and hampers faster iteration in the online IDE. - Users find Anvil's **complex usability** challenging, as it sometimes lags during coding and isn't user-friendly enough. - Users find **Excel compatibility problematic** , making refined production-level results difficult or nearly impossible to achieve. - Users find the **high system requirements** of Anvil challenging, making it unsuitable for quick scripting tasks. #### What Are Recent G2 Reviews of Anvil? **"[Anvil is hands down the best way to use Python](https://www.g2.com/survey_responses/anvil-review-10882140)"** **Rating:** 5.0/5.0 stars *— Jacque v.* [Read full review](https://www.g2.com/survey_responses/anvil-review-10882140) --- **"[Low-Code Platform with Powerful Python Integration Work Faster with an Easy, Reliable Workflow](https://www.g2.com/survey_responses/anvil-review-12761336)"** **Rating:** 5.0/5.0 stars *— Shamim S.* [Read full review](https://www.g2.com/survey_responses/anvil-review-12761336) --- ### 9. [Qt](https://www.g2.com/products/qt/reviews) Read more about our product here: https://www.qt.io/product Programming should be fast, easy and fun. That’s why we have been focusing on improving software development for the last 25 years, and with the amount of applications and devices growing every day, efficiency has become more important than ever. Qt has everything you need to quickly and cost-effectively design, develop, test, deploy and maintain your software for any project. Focus on creating the best user experiences instead of coding what’s already been coded for you. Qt Group (Nasdaq Helsinki: QTCOM) is a global software company with a strong presence in more than 70 industries and is the leading independent technology behind millions of devices and applications. Qt is used by major global companies and developers worldwide, and the technology enables its customers to deliver exceptional user experiences and advance their digital transformation initiatives. Qt achieves this through its cross-platform software framework for the development of apps and devices, under both commercial and open source licenses. **Average Rating:** 4.3/5.0 **Total Reviews:** 53 **How Do G2 Users Rate Qt?** - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 8.5/10) **Who Is the Company Behind Qt?** - **Seller:** [Qt Group](https://www.g2.com/sellers/qt-group) - **Year Founded:** 1995 - **HQ Location:** Espoo, Finland - **Twitter:** @qtproject (21,456 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/qt-quality-assurance/ (20 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Computer Software - **Company Size:** 50% Small-Business, 30% Mid-Market #### What Are Qt's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Compatibility (2 reviews) - Cross-Platform Compatibility (2 reviews) - Fast Development (2 reviews) - User Interface (2 reviews) **Cons:** - Learning Curve (2 reviews) - Complex Usability (1 reviews) - Difficulty (1 reviews) - Lack of Customization (1 reviews) - Limited Features (1 reviews) ### What Do G2 Reviewers Say About Qt? *AI-generated summary from verified user reviews* **Pros:** - Users find Qt's **ease of use** invaluable, enabling streamlined development across multiple platforms with a single code base. - Users value the **high compatibility** of Qt, enabling seamless deployment across multiple devices with a single code base. - Users value the **cross-platform compatibility** of Qt, allowing seamless deployment on various devices with a single code base. - Users value the **fast development** capabilities of Qt, enabling swift creation of cross-platform graphical interfaces. - Users value the **agile and dynamic UI development** capabilities of Qt, streamlining multi-platform deployment effectively. **Cons:** - Users find the **learning curve steep** with Qt, necessitating persistence to fully grasp its vast framework. - Users find the **complex usability** of Qt challenging, especially with rigid window resizing during creation. - Users find Qt's vastness a bit **daunting to start with** , requiring persistence to navigate its complexity. - Users find the **lack of window resizing customization** challenging, particularly with large resolutions affecting usability. - Users find it challenging due to **limited window resizing features** in Qt, impacting usability with large resolutions. #### What Are Recent G2 Reviews of Qt? **"[Agile UI Development, But Window Resizing Needs Improvement](https://www.g2.com/survey_responses/qt-review-11848019)"** **Rating:** 5.0/5.0 stars *— Danilo D.* [Read full review](https://www.g2.com/survey_responses/qt-review-11848019) --- **"[QT: Complete Review](https://www.g2.com/survey_responses/qt-review-12520950)"** **Rating:** 4.5/5.0 stars *— Mohammad W.* [Read full review](https://www.g2.com/survey_responses/qt-review-12520950) --- #### What Are G2 Users Discussing About Qt? - [What is Qt used for?](https://www.g2.com/discussions/what-is-qt-used-for) - 1 comment - [What is the difference between Qt Creator and Qt Designer?](https://www.g2.com/discussions/what-is-the-difference-between-qt-creator-and-qt-designer) - [Is Qt Creator good?](https://www.g2.com/discussions/is-qt-creator-good) - [Is Qt Creator IDE free?](https://www.g2.com/discussions/is-qt-creator-ide-free) - 1 comment - [What is the use of Qt Creator?](https://www.g2.com/discussions/what-is-the-use-of-qt-creator) - 1 comment ### 10. [Kite](https://www.g2.com/products/kite/reviews) Kite is an AI-powered coding assistant that automates the repetitive parts of programming. Supports 13 languages and 16 editors/IDEs. Kite provides an autocomplete plugin for your favorite IDE, plus a desktop app for searching for Python docs. More developers use Kite than any other code completion tool because it is secure, easy-to-use, and uses deep learning models trained on open source code to achieve the highest code completions confidence. Kite is available for Atom, IntelliJ/ PyCharm/ WebStorm, Spyder, Sublime Text 3, Vim, and VS Code. (JupyterLab integration under development and expected in Q3 2020) Visit kite.com/pricing for more information about our paid and enterprise products. **Average Rating:** 4.2/5.0 **Total Reviews:** 58 **How Do G2 Users Rate Kite?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.5/10) - **Customization:** 6.7/10 (Category avg: 8.0/10) - **Patching & Updates:** 7.0/10 (Category avg: 8.0/10) **Who Is the Company Behind Kite?** - **Seller:** [Kite](https://www.g2.com/sellers/kite) - **Year Founded:** 2014 - **HQ Location:** San Francisco,CA - **LinkedIn® Page:** https://www.linkedin.com/company/kite-co-/about (73 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 56% Small-Business, 31% Mid-Market #### What Are Recent G2 Reviews of Kite? **"[A good code assistant but needs improvements](https://www.g2.com/survey_responses/kite-review-6940135)"** **Rating:** 4.5/5.0 stars *— Yash W.* [Read full review](https://www.g2.com/survey_responses/kite-review-6940135) --- **"[The best assistant of developers.](https://www.g2.com/survey_responses/kite-review-6800125)"** **Rating:** 5.0/5.0 stars *— Ali K.* [Read full review](https://www.g2.com/survey_responses/kite-review-6800125) --- #### What Are G2 Users Discussing About Kite? - [How do you use a kite?](https://www.g2.com/discussions/how-do-you-use-a-kite) - [How does PyCharm integrate with kite?](https://www.g2.com/discussions/how-does-pycharm-integrate-with-kite) - 1 comment - [Is kite only for Python?](https://www.g2.com/discussions/is-kite-only-for-python) - [What is kite Python?](https://www.g2.com/discussions/what-is-kite-python) ### 11. [Codenvy](https://www.g2.com/products/codenvy/reviews) Codenvy is a developer workspace cloud that runs behind your firewall, connected to your systems and projects, removing configuration maintenance from development. Codenvy allows developers to: - Start a project in seconds, from any computer. - Work on-prem or in the cloud with an adaptable and well-paced IDE - Configure workspaces to include any stack using Dockerfiles. - Customize the IDE with Eclipse Che extensions and assemblies. - Launch parallel processes to build, run and deploy. - Work online, or offline with CLI push, pull and clone. Codenvy can be deployed to your own datacenter or any cloud in just seconds. **Average Rating:** 4.2/5.0 **Total Reviews:** 67 **How Do G2 Users Rate Codenvy?** - **Has the product been a good partner in doing business?:** 7.3/10 (Category avg: 8.5/10) - **Customization:** 6.0/10 (Category avg: 8.0/10) - **Patching & Updates:** 6.3/10 (Category avg: 8.0/10) **Who Is the Company Behind Codenvy?** - **Seller:** [Red Hat](https://www.g2.com/sellers/red-hat) - **Year Founded:** 1993 - **HQ Location:** Raleigh, NC - **Twitter:** @RedHat (300,769 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3545/ (19,413 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Desarrollador de software - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 66% Small-Business, 18% Enterprise #### What Are Codenvy's Pros and Cons? **Pros:** - Cloud Services (1 reviews) - Collaboration (1 reviews) - Convenience (1 reviews) - Customer Support (1 reviews) - Ease of Use (1 reviews) **Cons:** - Customization Difficulty (1 reviews) - Expensive (1 reviews) - Lack of Customization (1 reviews) - Learning Curve (1 reviews) - Limited Customization (1 reviews) ### What Do G2 Reviewers Say About Codenvy? *AI-generated summary from verified user reviews* **Pros:** - Users value the **cloud-based accessibility** of Codenvy, enabling convenient development from anywhere without local installations. - Users appreciate the **collaborative environment** of Codenvy, enabling seamless teamwork and boosting project efficiency. - Users value the **convenience of cloud access** , enabling development from any location without local installations. - Users praise Codenvy's **exceptional customer support** , facilitating seamless collaboration and enhancing overall productivity for teams. - Users find the **cloud-based accessibility** of Codenvy convenient for easy access to development workspaces from anywhere. **Cons:** - Users note the **customization difficulty** in Codenvy, finding the IDE less flexible than traditional installations. - Users find the **pricing expensive** when scaling Codenvy for larger projects or teams, leading to increased costs. - Users express concern over the **lack of customization** , finding the IDE less flexible than local installations. - Users find the **steep learning curve** challenging, particularly for those transitioning from local storage to cloud environments. - Users find the **limited customization** in Codenvy restrictive compared to local IDEs, affecting their development experience. #### What Are Recent G2 Reviews of Codenvy? **"[My hands on experience on Codenvy- a collaborative coding environment](https://www.g2.com/survey_responses/codenvy-review-10313800)"** **Rating:** 5.0/5.0 stars *— Prabhupratik P.* [Read full review](https://www.g2.com/survey_responses/codenvy-review-10313800) --- **"[Browser-Based IDE That Simplifies Developer Workflows](https://www.g2.com/survey_responses/codenvy-review-12747399)"** **Rating:** 5.0/5.0 stars *— Javier C.* [Read full review](https://www.g2.com/survey_responses/codenvy-review-12747399) --- ### 12. [Selenium IDE](https://www.g2.com/products/selenium-ide/reviews) Selenium IDE is an open-source integrated development environment (IDE) designed for automating web application testing. As a browser extension available for Chrome, Firefox, and Edge, it enables users to record, edit, and debug test cases directly within the browser. This tool simplifies the creation of automated tests by capturing user interactions and converting them into executable scripts, making it accessible for both novice and experienced testers. Key Features and Functionality: - Record and Playback: Easily record user actions and replay them to validate web application functionality. - Cross-Browser Compatibility: Supports major browsers, including Chrome, Firefox, and Edge, facilitating consistent testing across different environments. - Easy Debugging: Offers features like setting breakpoints and pausing on exceptions to streamline the debugging process. - Parallel Test Execution: Utilizes the Command-line Runner to execute tests in parallel across various browser and operating system combinations, enhancing efficiency. - No Programming Required: Allows testers to create and execute tests without prior programming knowledge, lowering the barrier to entry for test automation. Primary Value and Problem Solved: Selenium IDE addresses the challenge of efficiently creating and managing automated tests for web applications. By providing a user-friendly interface with record and playback capabilities, it eliminates the need for extensive programming skills, enabling testers to quickly develop reliable end-to-end tests. Its cross-browser support and parallel execution features ensure comprehensive testing coverage, reducing the time and effort required to validate web applications across different platforms. This leads to faster development cycles, improved software quality, and a more streamlined testing process. **Average Rating:** 4.2/5.0 **Total Reviews:** 124 **How Do G2 Users Rate Selenium IDE?** - **Has the product been a good partner in doing business?:** 7.6/10 (Category avg: 8.5/10) - **Customization:** 8.3/10 (Category avg: 8.0/10) - **Patching & Updates:** 8.1/10 (Category avg: 8.0/10) **Who Is the Company Behind Selenium IDE?** - **Seller:** [Selenium](https://www.g2.com/sellers/selenium) - **Year Founded:** 2004 - **HQ Location:** Chicago, IL - **Twitter:** @SeleniumHQ (23,675 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/4826427/ (101 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Software Developer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 38% Mid-Market, 34% Enterprise #### What Are Selenium IDE's Pros and Cons? **Pros:** - Code Automation (2 reviews) - Ease of Use (2 reviews) - Testing (2 reviews) - Beginner Friendliness (1 reviews) - Convenience (1 reviews) **Cons:** - Beginner Unfriendliness (1 reviews) - Compatibility Issues (1 reviews) - Complex Setup (1 reviews) - File Management (1 reviews) - Limited Compatibility (1 reviews) ### What Do G2 Reviewers Say About Selenium IDE? *AI-generated summary from verified user reviews* **Pros:** - Users love the **code automation** capabilities of Selenium IDE, enhancing efficiency and integration with testing frameworks. - Users find Selenium IDE **easy to use** , appreciating its user-friendly interface and seamless integration with TestNG. - Users find Selenium IDE to be **user-friendly** for automating regression testing and integrating with TestNG effectively. - Users love the **beginner-friendly interface** of Selenium IDE, making complex automation tasks easy without extensive programming knowledge. - Users find Selenium IDE to be a **convenient tool** for browser automation, requiring minimal programming knowledge for complex tasks. **Cons:** - Users find Selenium IDE's **beginner unfriendliness** frustrating due to unreliable web driver management across platforms. - Users find **compatibility issues** with Selenium IDE, as it struggles with cross-platform functionality and reliability. - Users find the **complex setup** of Selenium IDE challenging when editing or changing recorded actions. - Users find the **unreliable webdriver management** hinders mobility and cross-platform functionality of Selenium IDE. - Users find the **limited compatibility** of Selenium IDE frustrating, especially for mobile and cross-platform testing. #### What Are Recent G2 Reviews of Selenium IDE? **"[Automation made easy](https://www.g2.com/survey_responses/selenium-ide-review-10399415)"** **Rating:** 4.5/5.0 stars *— Mahmoud R.* [Read full review](https://www.g2.com/survey_responses/selenium-ide-review-10399415) --- **"[Open source is the best tool for automation.](https://www.g2.com/survey_responses/selenium-ide-review-10637879)"** **Rating:** 5.0/5.0 stars *— Karthik r.* [Read full review](https://www.g2.com/survey_responses/selenium-ide-review-10637879) --- #### What Are G2 Users Discussing About Selenium IDE? - [What is Selenium IDE used for?](https://www.g2.com/discussions/what-is-selenium-ide-used-for) - [What Does Selenium software do?](https://www.g2.com/discussions/what-does-selenium-software-do) - 1 comment - [Which of the following can be recorded by Selenium IDE?](https://www.g2.com/discussions/which-of-the-following-can-be-recorded-by-selenium-ide) - [Is Selenium IDE still supported?](https://www.g2.com/discussions/is-selenium-ide-still-supported) - [How do I use Selenium IDE?](https://www.g2.com/discussions/how-do-i-use-selenium-ide) ### 13. [Apache Arrow](https://www.g2.com/products/apache-arrow/reviews) Apache Arrow is a cross-language development platform designed for in-memory data processing and efficient data interchange. It provides a standardized, language-independent columnar memory format that supports both flat and hierarchical data structures. This format is optimized for analytical operations on modern hardware, including CPUs and GPUs, facilitating high-performance data analytics and seamless integration across various data processing systems. Key Features and Functionality: - Columnar Memory Format: Arrow's in-memory columnar format is tailored for efficient analytic operations, enabling vectorized computations that leverage modern processor capabilities. - Zero-Copy Data Sharing: The platform allows for zero-copy reads, enabling rapid data access without the overhead of serialization and deserialization, thus enhancing performance in data-intensive applications. - Multi-Language Support: Arrow offers libraries in multiple programming languages, including C++, Java, Python, R, and more, ensuring broad compatibility and ease of integration into diverse development environments. - Interoperability with Data Formats: It provides tools for reading and writing various file formats such as CSV, Apache Parquet, and Apache ORC, facilitating smooth data interchange between different systems. - In-Memory Analytics and Query Processing: Arrow includes components for in-memory analytics and query processing, supporting efficient data manipulation and analysis directly in memory. Primary Value and Problem Solved: Apache Arrow addresses the challenges associated with processing large datasets by offering a unified, efficient in-memory data representation. By standardizing the columnar memory format and providing zero-copy data sharing, it significantly reduces the computational overhead typically involved in data serialization and deserialization. This leads to faster data processing and analytics, enabling developers to build high-performance applications that can handle complex data structures across various programming languages and platforms. Arrow's interoperability with existing data formats and its support for multiple languages make it a versatile tool for developers aiming to optimize data workflows and enhance the performance of data-driven applications. **Average Rating:** 4.1/5.0 **Total Reviews:** 29 **How Do G2 Users Rate Apache Arrow?** - **Has the product been a good partner in doing business?:** 7.5/10 (Category avg: 8.5/10) - **Customization:** 8.0/10 (Category avg: 8.0/10) - **Patching & Updates:** 8.6/10 (Category avg: 8.0/10) **Who Is the Company Behind Apache Arrow?** - **Seller:** [The Apache Software Foundation](https://www.g2.com/sellers/the-apache-software-foundation) - **Year Founded:** 1999 - **HQ Location:** Wakefield, MA - **Twitter:** @TheASF (66,168 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/215982/ (2,470 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 43% Small-Business, 37% Mid-Market #### What Are Apache Arrow's Pros and Cons? **Pros:** - Data Analysis (3 reviews) - Features (3 reviews) - Language Support (3 reviews) - Performance Efficiency (3 reviews) - Compatibility (2 reviews) **Cons:** - Complexity (3 reviews) - Integration Issues (3 reviews) - Learning Curve (3 reviews) - Beginner Unfriendliness (2 reviews) - Complex Setup (2 reviews) ### What Do G2 Reviewers Say About Apache Arrow? *AI-generated summary from verified user reviews* **Pros:** - Users value the **efficient handling of large datasets** with Apache Arrow, enhancing performance across multiple languages and systems. - Users value the **exceptional speed and efficiency** of Apache Arrow for handling large datasets across multiple systems. - Users praise the **cross-language compatibility** of Apache Arrow, enabling seamless integration across various programming environments. - Users commend Apache Arrow for its **exceptional performance efficiency** , significantly enhancing data handling and processing speed. - Users praise the **excellent interoperability** of Apache Arrow, enabling seamless data handling across various programming languages. **Cons:** - Users find the **complexity** of Apache Arrow daunting, especially due to steep learning curves and unclear documentation. - Users face a **steep learning curve with integration** , particularly with documentation and cross-language performance challenges. - Users face a **steep learning curve** with Apache Arrow, particularly with setup and understanding complex documentation. - Users find Apache Arrow to have a **steep learning curve** , making it challenging for beginners to get started. - Users find the **complex setup** of Apache Arrow challenging, often requiring time and effort to navigate effectively. #### What Are Recent G2 Reviews of Apache Arrow? **"[High-Performance Data Framework for Analytics and ML Workflows](https://www.g2.com/survey_responses/apache-arrow-review-11777123)"** **Rating:** 5.0/5.0 stars *— andré P.* [Read full review](https://www.g2.com/survey_responses/apache-arrow-review-11777123) --- **"[Super fast for big data, but setup can be tricky](https://www.g2.com/survey_responses/apache-arrow-review-10782379)"** **Rating:** 4.0/5.0 stars *— Abhishek C.* [Read full review](https://www.g2.com/survey_responses/apache-arrow-review-10782379) --- #### What Are G2 Users Discussing About Apache Arrow? - [What is Apache arrow flight?](https://www.g2.com/discussions/what-is-apache-arrow-flight) - [Who created Apache arrow?](https://www.g2.com/discussions/who-created-apache-arrow) - [Is Apache arrow a database?](https://www.g2.com/discussions/is-apache-arrow-a-database) - [What is Apache arrow used for?](https://www.g2.com/discussions/what-is-apache-arrow-used-for) ### 14. [Python 3.8 with Ubuntu 20.04 LTS](https://www.g2.com/products/python-3-8-with-ubuntu-20-04-lts/reviews) The "Python 3.8 with Ubuntu 20.04 LTS" Amazon Machine Image (AMI) offers a pre-configured environment combining Python 3.8 with Ubuntu 20.04 LTS. This setup is designed to facilitate the development and deployment of Python applications on AWS, providing a stable and secure foundation for various projects. Key Features and Functionality: - Pre-Configured Environment: The AMI comes with Python 3.8 and Ubuntu 20.04 LTS pre-installed, reducing the time and effort required for initial setup. - Ease of Use: Users can launch instances through the EC2 console's Quick Launch page and access them via SSH using the 'ubuntu' login. - Customization: The environment supports further customization to meet specific project requirements, allowing the installation of additional packages and tools as needed. - Security and Stability: Ubuntu 20.04 LTS provides long-term support, ensuring regular security updates and system stability. Primary Value and Problem Solved: This AMI addresses the need for a ready-to-use, reliable environment for Python development on AWS. By integrating Python 3.8 with Ubuntu 20.04 LTS, it eliminates the complexities associated with manual setup and configuration, enabling developers to focus on coding and deploying applications efficiently. The long-term support of Ubuntu 20.04 LTS ensures ongoing security and stability, making it a dependable choice for production environments. **Average Rating:** 4.7/5.0 **Total Reviews:** 18 **How Do G2 Users Rate Python 3.8 with Ubuntu 20.04 LTS?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.5/10) - **Customization:** 9.5/10 (Category avg: 8.0/10) - **Patching & Updates:** 9.7/10 (Category avg: 8.0/10) **Who Is the Company Behind Python 3.8 with Ubuntu 20.04 LTS?** - **Seller:** [AlmaLinux OS Foundation](https://www.g2.com/sellers/almalinux-os-foundation-1f01d427-920a-41fb-a834-7951a888d101) - **Year Founded:** 2021 - **HQ Location:** Estero, Florida - **Twitter:** @almalinux (12,309 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/almalinuxos (27 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 44% Small-Business, 39% Mid-Market #### What Are Recent G2 Reviews of Python 3.8 with Ubuntu 20.04 LTS? **"[Python 3.8: Rock-Solid Stability Across a Wide Range of Packages](https://www.g2.com/survey_responses/python-3-8-with-ubuntu-20-04-lts-review-12775551)"** **Rating:** 5.0/5.0 stars *— William M.* [Read full review](https://www.g2.com/survey_responses/python-3-8-with-ubuntu-20-04-lts-review-12775551) --- **"[Pros and Cons with Python 3.8 on Ubuntu 20.04 LTS](https://www.g2.com/survey_responses/python-3-8-with-ubuntu-20-04-lts-review-8563611)"** **Rating:** 4.5/5.0 stars *— Kaung Khant Z.* [Read full review](https://www.g2.com/survey_responses/python-3-8-with-ubuntu-20-04-lts-review-8563611) --- ### 15. [Wing Python IDE](https://www.g2.com/products/wing-python-ide/reviews) Wing is a light-weight but full-featured Python IDE that was designed from the ground up for Python, to bring you a more productive development experience. Wing uses both static and runtime code analysis to provide auto-completion, call tips, code documentation, goto-definition, find uses, refactoring, and many other features. The editor also supports code inspection, PEP8 enforcement, manages new block indentation, and auto-enters invocation arguments. Wing's debugger can work with any Python code, whether it is started from Wing, running in a web framework or other external environment, or in the integrated Python shell. It works with multi-threaded and multi-process code, and can automatically debug child processes. Test-driven development, including debugging, is available for the unittest, docttest, nose, pytest, and Django testing frameworks. The version control integration works with Git, Mercurial, Perforce, and several others. All of Wing's features can be used with files stored locally or on a remote host, VM, or container. Extensive documentation explains how to use Wing with third-party modules like Django, Jupyter, matplotlib, Flask, Docker, Vagrant, Autodesk Maya, and many others. Wing runs on Windows, Linux, and macOS, and is available in paid and free editions: Wing Pro is the full-featured Python IDE for professional developers, Wing Personal is a free simplified Python IDE for students and hobbyists, and Wing 101 is designed for teaching beginning programmers. **Average Rating:** 4.6/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Wing Python IDE?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.5/10) - **Customization:** 8.3/10 (Category avg: 8.0/10) - **Patching & Updates:** 9.2/10 (Category avg: 8.0/10) **Who Is the Company Behind Wing Python IDE?** - **Seller:** [Wingware](https://www.g2.com/sellers/wingware) - **Year Founded:** 1999 - **HQ Location:** Cambridge, MA - **Twitter:** @pythonide (844 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5227564/ (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 57% Small-Business, 50% Enterprise #### What Are Recent G2 Reviews of Wing Python IDE? **"[a good tool for profesionals](https://www.g2.com/survey_responses/wing-python-ide-review-4773319)"** **Rating:** 4.5/5.0 stars *— Mohammad N.* [Read full review](https://www.g2.com/survey_responses/wing-python-ide-review-4773319) --- **"[Awesome IDE for Python](https://www.g2.com/survey_responses/wing-python-ide-review-999290)"** **Rating:** 4.5/5.0 stars *— Akshay S.* [Read full review](https://www.g2.com/survey_responses/wing-python-ide-review-999290) --- #### What Are G2 Users Discussing About Wing Python IDE? - [How do I run a Python program in Wing?](https://www.g2.com/discussions/how-do-i-run-a-python-program-in-wing) - [What is Wingpro?](https://www.g2.com/discussions/what-is-wingpro) - [What platforms does Wing IDE support?](https://www.g2.com/discussions/what-platforms-does-wing-ide-support) - [Is Wing A good IDE for Python?](https://www.g2.com/discussions/is-wing-a-good-ide-for-python) ### 16. [Aptana Studio](https://www.g2.com/products/aptana-studio/reviews) Build web applications quickly and easily using the industry's leading web application IDE. Aptana Studio harnesses the flexibility of Eclipse and focuses it into a powerful web development engine. **Average Rating:** 4.2/5.0 **Total Reviews:** 38 **How Do G2 Users Rate Aptana Studio?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.5/10) - **Customization:** 10.0/10 (Category avg: 8.0/10) - **Patching & Updates:** 0.0/10 (Category avg: 8.0/10) **Who Is the Company Behind Aptana Studio?** - **Seller:** [Aptana](https://www.g2.com/sellers/aptana) - **HQ Location:** San Mateo, CA - **Twitter:** @axway (4,920 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/626501/ (1 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 60% Small-Business, 25% Enterprise #### What Are Recent G2 Reviews of Aptana Studio? **"[Eclipse's Front End Powerhouse](https://www.g2.com/survey_responses/aptana-studio-review-4325638)"** **Rating:** 4.0/5.0 stars *— Kevin K.* [Read full review](https://www.g2.com/survey_responses/aptana-studio-review-4325638) --- **"[It makes development so easy](https://www.g2.com/survey_responses/aptana-studio-review-4297413)"** **Rating:** 4.0/5.0 stars *— Nishedh J.* [Read full review](https://www.g2.com/survey_responses/aptana-studio-review-4297413) --- #### What Are G2 Users Discussing About Aptana Studio? - [How do I set up Aptana?](https://www.g2.com/discussions/how-do-i-set-up-aptana) - [Is Aptana Studio free?](https://www.g2.com/discussions/is-aptana-studio-free) - [Is Aptana Studio good?](https://www.g2.com/discussions/is-aptana-studio-good) - [What is Aptana Studio used for?](https://www.g2.com/discussions/what-is-aptana-studio-used-for) ### 17. [UEStudio](https://www.g2.com/products/uestudio/reviews) UEStudio is a comprehensive development environment built upon the robust foundation of UltraEdit, tailored specifically for developers and teams requiring advanced Git integration and project management capabilities. It combines powerful text editing features with native support for version control systems, streamlining the development workflow within a single application. Key Features and Functionality: - Integrated Git Support: Manage Git repositories directly within UEStudio, enabling cloning, committing, pushing, pulling, and branch management without leaving the editor. - Branch Manager: A user-friendly interface to create, merge, rebase, and track Git branches, facilitating efficient version control and collaboration. - UltraCompare Integration: Seamlessly review changes, compare file versions, and resolve merge conflicts using the integrated UltraCompare tool. - IntelliTips Language Intelligence: Enhance coding efficiency with context-aware code suggestions, function parameter lists, and class member insights. - Compiler Support: Native support for over 30 popular compilers, including Microsoft Visual C++, Java, and GNU C/C++, allowing for in-editor compilation and debugging. - Project Management: Advanced project features such as batch building, class browsing, and project conversion to streamline development processes. Primary Value and User Solutions: UEStudio addresses the complexities of modern software development by integrating essential tools into a unified platform. By combining a powerful text editor with comprehensive Git support, it eliminates the need for multiple disparate applications, thereby enhancing productivity and reducing context switching. The inclusion of IntelliTips and compiler support further accelerates coding and debugging tasks, making UEStudio an invaluable asset for developers seeking an efficient and cohesive development environment. **Average Rating:** 4.6/5.0 **Total Reviews:** 19 **How Do G2 Users Rate UEStudio?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.5/10) - **Customization:** 9.6/10 (Category avg: 8.0/10) - **Patching & Updates:** 8.3/10 (Category avg: 8.0/10) **Who Is the Company Behind UEStudio?** - **Seller:** [Idera, Inc.](https://www.g2.com/sellers/idera-inc-2026-07-14) - **Year Founded:** 2007 - **HQ Location:** Austin, US - **Twitter:** @MigrationWiz (482 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/showcase/idera-er-studio/ (73 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 37% Mid-Market, 37% Small-Business #### What Are UEStudio's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Features (3 reviews) - Code Editing (2 reviews) - Plugins (2 reviews) - Productivity Improvement (2 reviews) **Cons:** - Expensive (3 reviews) - Slow Performance (2 reviews) - Complexity (1 reviews) - Debugging Issues (1 reviews) - Expensive Licensing (1 reviews) ### What Do G2 Reviewers Say About UEStudio? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of UEStudio, allowing seamless management of tasks in one integrated environment. - Users praise UEStudio for its **comprehensive feature set** , streamlining Unreal Engine development and enhancing productivity. - Users praise UEStudio for its **powerful code editing features** , which streamline workflows and enhance text manipulation efficiency. - Users value the **rich plugin ecosystem** of UEStudio, enhancing productivity by integrating various tools in one workspace. - Users value the **productivity improvement** UEStudio offers, streamlining workflows and reducing context-switching for efficient project management. **Cons:** - Users note that UEStudio is **expensive** compared to similar tools, raising concerns about its accessibility for smaller companies. - Users experience **slow performance** with UEStudio, especially when handling large codebases, affecting their overall productivity. - Users find the **learning curve for Orchestrator** challenging for newcomers, making the initial experience complicated. - Users experience **sluggish performance** with large codebases and find the debugger UI lacking improvements. - Users find UEStudio to be **expensive compared to similar products** , impacting its accessibility for some potential customers. #### What Are Recent G2 Reviews of UEStudio? **"[GOOD IDE SUITE](https://www.g2.com/survey_responses/uestudio-review-10987714)"** **Rating:** 5.0/5.0 stars *— Ahamed H.* [Read full review](https://www.g2.com/survey_responses/uestudio-review-10987714) --- **"[Uistudio](https://www.g2.com/survey_responses/uestudio-review-11634082)"** **Rating:** 5.0/5.0 stars *— Umapathy S.* [Read full review](https://www.g2.com/survey_responses/uestudio-review-11634082) --- #### What Are G2 Users Discussing About UEStudio? - [Is UltraEdit safe?](https://www.g2.com/discussions/uestudio-is-ultraedit-safe) - [What is IDM UltraEdit?](https://www.g2.com/discussions/what-is-idm-ultraedit) - [What is IDM UEStudio?](https://www.g2.com/discussions/what-is-idm-uestudio) - [What is the use of UltraEdit?](https://www.g2.com/discussions/what-is-the-use-of-ultraedit) ### 18. [Codeanywhere](https://www.g2.com/products/codeanywhere/reviews) Codeanywhere is a Cloud Integrated Development Environment. Saving developer's time by deploying development environment in seconds, enabling them easily to code, learn, build, and collaborate on software development projects. All the features you will need for any coding task are built into Codeanywhere, making development more productive and fun. Features include support for debugging, syntax highlighting, intelligent code completion, snippets, code refactoring, and embedded Git. Languages included are all the most popular programming ones such as C, C#, C++, CSS, HTTP, Java, JavaScript, PHP, Python, Ruby, SQL. **Average Rating:** 4.2/5.0 **Total Reviews:** 69 **How Do G2 Users Rate Codeanywhere?** - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.5/10) - **Customization:** 7.5/10 (Category avg: 8.0/10) - **Patching & Updates:** 7.4/10 (Category avg: 8.0/10) **Who Is the Company Behind Codeanywhere?** - **Seller:** [Codeanywhere](https://www.g2.com/sellers/codeanywhere) - **Year Founded:** 2011 - **HQ Location:** San Francisco, California - **Twitter:** @Codeanywhere (54,229 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3235603/ (1 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 94% Small-Business, 7% Mid-Market #### What Are Recent G2 Reviews of Codeanywhere? **"[The Best IDE I've used for my development work and managing servers](https://www.g2.com/survey_responses/codeanywhere-review-5025168)"** **Rating:** 5.0/5.0 stars *— Adrian V.* [Read full review](https://www.g2.com/survey_responses/codeanywhere-review-5025168) --- **"[Easy and Clean](https://www.g2.com/survey_responses/codeanywhere-review-5025143)"** **Rating:** 4.0/5.0 stars *— Jimmy L.* [Read full review](https://www.g2.com/survey_responses/codeanywhere-review-5025143) --- #### What Are G2 Users Discussing About Codeanywhere? - [What is Codeanywhere used for?](https://www.g2.com/discussions/what-is-codeanywhere-used-for) ### 19. [Lightrun](https://www.g2.com/products/lightrun-lightrun/reviews) Named 2021 Gartner Cool Vendor, Lightrun builds an IDE-native observability & debugging platform that enables developers to securely add logs, metrics and traces to production and staging environments in real time, on demand. No hotfixes, redeployments or restarts required. Developers use Lightrun for multiple code-level observability needs, including: \* Code-level alerts (Java, Node.js, Python, .NET) \* Feature verification \* Testing / debugging in production \* Troubleshooting cloud native apps, Serverless, and more \* Log optimization capabilities through a Log Optimizer(TM) By eliminating the need to reproduce bugs locally or issue a new software version for adding new logs or metrics to troubleshoot production issues, Lightrun's customers consistently reduce their MTTR by up to 50-60% and significantly improve development productivity. Issues that used to take 1-2 weeks to mitigate now take our customers on average less than an hour to solve. Lightrun empowers our customers' developers by eliminating the need for costly developer lifecycle operations like reproducing locally, or issuing a new software version just for adding new logs or metrics. Our customers, running petabyte-scale workloads with QPS in the high 100Ks across thousands of production servers, include companies that reach 44.5% of the internet's population and major, publicly-traded cybersecurity companies. **Average Rating:** 4.8/5.0 **Total Reviews:** 67 **How Do G2 Users Rate Lightrun?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 8.5/10) - **Customization:** 8.3/10 (Category avg: 8.0/10) **Who Is the Company Behind Lightrun?** - **Seller:** [Lightrun](https://www.g2.com/sellers/lightrun) - **Year Founded:** 2019 - **HQ Location:** Tel Aviv, IL - **Twitter:** @Lightruntech (282 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/lightruntech/ (90 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 43% Mid-Market, 28% Enterprise #### What Are Lightrun's Pros and Cons? **Pros:** - Easy Integrations (10 reviews) - IDE Integration (9 reviews) - Ease of Use (7 reviews) - Performance Optimization (7 reviews) - Time-Saving (7 reviews) **Cons:** - Improvements Needed (5 reviews) - Poor UI Design (5 reviews) - UX Improvement (5 reviews) - Learning Curve (4 reviews) - Poor UI (4 reviews) ### What Do G2 Reviewers Say About Lightrun? *AI-generated summary from verified user reviews* **Pros:** - Users value Lightrun for its **easy integrations** , enhancing real-time debugging and streamlining workflows effortlessly. - Users value the **IDE integration** of Lightrun, enhancing real-time debugging efficiency in production environments. - Users find Lightrun's **ease of use** exceptional, greatly enhancing their debugging and troubleshooting experiences. - Users commend Lightrun for its **performance optimization** , enabling efficient real-time debugging directly in production environments. - Users value the **time-saving capabilities** of Lightrun, enabling quick troubleshooting and reducing debugging complexity. **Cons:** - Users seek **improvements in deployment options and UI** for a more efficient and user-friendly experience with Lightrun. - Users feel the **UI design is lacking** , suggesting that improvements could enhance their overall experience with Lightrun. - Users note that while there are **UI improvement opportunities** in Lightrun, the overall experience continues to progress positively. - Users find the **learning curve steep** , particularly due to the IDE plugin difficulties and compiler limitations. - Users note that the **UI needs improvement** , suggesting enhancements for a better experience across platforms. #### What Are Recent G2 Reviews of Lightrun? **"[Amazing product saved the customer two months of waiting](https://www.g2.com/survey_responses/lightrun-review-11698457)"** **Rating:** 5.0/5.0 stars *— Verified User in Program Development* [Read full review](https://www.g2.com/survey_responses/lightrun-review-11698457) --- **"[Effortless Production Debugging with Root Cause Precision](https://www.g2.com/survey_responses/lightrun-review-12211888)"** **Rating:** 4.5/5.0 stars *— Ranjit S.* [Read full review](https://www.g2.com/survey_responses/lightrun-review-12211888) --- #### What Are G2 Users Discussing About Lightrun? - [What is Lightrun used for?](https://www.g2.com/discussions/what-is-lightrun-used-for) - 5 upvotes ### 20. [Ninja IDE](https://www.g2.com/products/ninja-ide/reviews) NINJA-IDE (from the recursive acronym: "Ninja-IDE Is Not Just Another IDE"), is a cross-platform integrated development environment (IDE). NINJA-IDE runs on Linux/X11, Mac OS X and Windows desktop operating systems, and allows developers to create applications for several purposes using all the tools and utilities of NINJA-IDE, making the task of writing software easier and more enjoyable. **Average Rating:** 3.4/5.0 **Total Reviews:** 8 **How Do G2 Users Rate Ninja IDE?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.5/10) - **Customization:** 7.5/10 (Category avg: 8.0/10) - **Patching & Updates:** 7.1/10 (Category avg: 8.0/10) **Who Is the Company Behind Ninja IDE?** - **Seller:** [Ninja IDE](https://www.g2.com/sellers/ninja-ide) - **Year Founded:** 2010 - **HQ Location:** N/A - **Twitter:** @ninja_ide (597 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2190632/ (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Small-Business, 38% Mid-Market #### What Are Recent G2 Reviews of Ninja IDE? **"[Ninja ide review](https://www.g2.com/survey_responses/ninja-ide-review-10229668)"** **Rating:** 4.5/5.0 stars *— Ankur P.* [Read full review](https://www.g2.com/survey_responses/ninja-ide-review-10229668) --- **"[A better IDE for Python developers](https://www.g2.com/survey_responses/ninja-ide-review-6937019)"** **Rating:** 4.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/ninja-ide-review-6937019) --- ### 21. [KDevelop](https://www.g2.com/products/kdevelop/reviews) KDevelop is a free, open source IDE (Integrated Development Environment) for Linux, Solaris, FreeBSD, Mac OS X and other Unix flavors. It is a feature-full, plugin extensible IDE for C/C++ and other programming languages. It is based on KDevPlatform, and the KDE and Qt libraries and is under development since 1998. **Average Rating:** 4.6/5.0 **Total Reviews:** 10 **How Do G2 Users Rate KDevelop?** - **Has the product been a good partner in doing business?:** 5.0/10 (Category avg: 8.5/10) **Who Is the Company Behind KDevelop?** - **Seller:** [KDE](https://www.g2.com/sellers/kde) - **Year Founded:** 1996 - **HQ Location:** World, DE - **Twitter:** @kdecommunity (118,283 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/kde/ (314 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Small-Business, 30% Enterprise #### What Are Recent G2 Reviews of KDevelop? **"[Great IDE with bunch of cool features](https://www.g2.com/survey_responses/kdevelop-review-8181905)"** **Rating:** 4.0/5.0 stars *— NItin K.* [Read full review](https://www.g2.com/survey_responses/kdevelop-review-8181905) --- **"[Reviewing KDevelop](https://www.g2.com/survey_responses/kdevelop-review-8220428)"** **Rating:** 4.5/5.0 stars *— Verified User in Marketing and Advertising* [Read full review](https://www.g2.com/survey_responses/kdevelop-review-8220428) --- #### What Are G2 Users Discussing About KDevelop? - [What languages are supported by KDevelop select all that apply?](https://www.g2.com/discussions/what-languages-are-supported-by-kdevelop-select-all-that-apply) - [Is KDevelop free?](https://www.g2.com/discussions/is-kdevelop-free) - [How do I use KDevelop?](https://www.g2.com/discussions/how-do-i-use-kdevelop) - [Is KDevelop a good IDE?](https://www.g2.com/discussions/is-kdevelop-a-good-ide) ### 22. [Koding](https://www.g2.com/products/koding/reviews) Softtware Development Environment in the Cloud **Average Rating:** 3.5/5.0 **Total Reviews:** 6 **How Do G2 Users Rate Koding?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.5/10) - **Customization:** 6.7/10 (Category avg: 8.0/10) - **Patching & Updates:** 8.3/10 (Category avg: 8.0/10) **Who Is the Company Behind Koding?** - **Seller:** [Koding](https://www.g2.com/sellers/koding) - **Year Founded:** 2011 - **HQ Location:** San Francisco, US - **Twitter:** @koding (12,670 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1700374/ (9 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Mid-Market, 50% Small-Business #### What Are Recent G2 Reviews of Koding? **"[Code anywhere with anyone](https://www.g2.com/survey_responses/koding-review-217428)"** **Rating:** 4.0/5.0 stars *— Mohamed M.* [Read full review](https://www.g2.com/survey_responses/koding-review-217428) --- **"[Perfectly designed software with many functions](https://www.g2.com/survey_responses/koding-review-3275186)"** **Rating:** 4.0/5.0 stars *— Marcos V.* [Read full review](https://www.g2.com/survey_responses/koding-review-3275186) --- #### What Are G2 Users Discussing About Koding? - [What is Koding used for?](https://www.g2.com/discussions/what-is-koding-used-for) ### 23. [PlatformIO](https://www.g2.com/products/platformio/reviews) PlatformIO is an open source ecosystem for IoT development. Cross-platform build system. Continuous and IDE integration. Arduino and ARM mbed compatible. **Average Rating:** 4.7/5.0 **Total Reviews:** 12 **How Do G2 Users Rate PlatformIO?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.5/10) - **Customization:** 8.3/10 (Category avg: 8.0/10) - **Patching & Updates:** 8.9/10 (Category avg: 8.0/10) **Who Is the Company Behind PlatformIO?** - **Seller:** [PlatformIO](https://www.g2.com/sellers/platformio) - **Year Founded:** 2014 - **HQ Location:** Kyiv, UA - **Twitter:** @PlatformIO_Org (13,431 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/18075308 (4 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 58% Small-Business, 25% Enterprise #### What Are Recent G2 Reviews of PlatformIO? **"[PlatformIO: The All-in-One Solution for IoT Development](https://www.g2.com/survey_responses/platformio-review-7692152)"** **Rating:** 5.0/5.0 stars *— Midhun M.* [Read full review](https://www.g2.com/survey_responses/platformio-review-7692152) --- **"[Great tool to be more productive programming Arduino](https://www.g2.com/survey_responses/platformio-review-8509267)"** **Rating:** 4.5/5.0 stars *— Ivan A.* [Read full review](https://www.g2.com/survey_responses/platformio-review-8509267) --- #### What Are G2 Users Discussing About PlatformIO? - [Does PlatformIO need Python?](https://www.g2.com/discussions/platformio-does-platformio-need-python) - [Does PlatformIO need Python?](https://www.g2.com/discussions/does-platformio-need-python) - [Is PlatformIO an IDE?](https://www.g2.com/discussions/platformio-is-platformio-an-ide) - [Is PlatformIO an IDE?](https://www.g2.com/discussions/is-platformio-an-ide) - [Is PlatformIO better than Arduino IDE?](https://www.g2.com/discussions/platformio-is-platformio-better-than-arduino-ide) - 1 comment ### 24. [ARTIK Cloud](https://www.g2.com/products/artik-cloud/reviews) ARTIK Cloud is an open data exchange platform for the Internet of Things (IoT). **Average Rating:** 3.9/5.0 **Total Reviews:** 11 **How Do G2 Users Rate ARTIK Cloud?** - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 8.5/10) - **Customization:** 9.4/10 (Category avg: 8.0/10) - **Patching & Updates:** 7.5/10 (Category avg: 8.0/10) **Who Is the Company Behind ARTIK Cloud?** - **Seller:** [Samsung Electronics](https://www.g2.com/sellers/samsung-electronics-325d35f1-0cb5-4f9d-9b34-9fb791240402) - **Year Founded:** 1969 - **HQ Location:** Suwon, Korea - **Twitter:** @Samsung (754,964 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/samsung-electronics-america/ (10,050 employees on LinkedIn®) - **Ownership:** KRX: 018260 **Who Uses This Product?** - **Company Size:** 45% Small-Business, 36% Mid-Market #### What Are Recent G2 Reviews of ARTIK Cloud? **"[Real-Time Data and Customized AI to rule the IOT world](https://www.g2.com/survey_responses/artik-cloud-review-12712885)"** **Rating:** 4.5/5.0 stars *— Omair S.* [Read full review](https://www.g2.com/survey_responses/artik-cloud-review-12712885) --- **"[Cloud-based platform that provides end-to-end solutions for processing genomic data generated](https://www.g2.com/survey_responses/artik-cloud-review-7885277)"** **Rating:** 4.0/5.0 stars *— Mohamedabdulkader A.* [Read full review](https://www.g2.com/survey_responses/artik-cloud-review-7885277) --- ### 25. [Sigma IDE](https://www.g2.com/products/sigma-ide/reviews) Sigma is a serverless development platform; a cloud IDE, which helps you rapidly build, test and deploy serverless applications. The cloud-based hybrid IDE provides a fairly simple, intuitive environment, with easy, drag-and-drop composition combined with the full power of written code. Further, it facilitates invaluable insights of your deployments with its in-built dashboard. Sigma takes away all platform-related complexities from your serverless journey. Just drag-n-drop your cloud entities, write your code, and hit Deploy - the rest is in Sigma's good hands! **Average Rating:** 4.6/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Sigma IDE?** - **Customization:** 9.2/10 (Category avg: 8.0/10) - **Patching & Updates:** 10.0/10 (Category avg: 8.0/10) **Who Is the Company Behind Sigma IDE?** - **Seller:** [SLAppForge](https://www.g2.com/sellers/slappforge) - **Year Founded:** 2018 - **HQ Location:** Alpharetta, US - **LinkedIn® Page:** https://www.linkedin.com/company/13649972 (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 75% Small-Business, 25% Mid-Market #### What Are Recent G2 Reviews of Sigma IDE? **"[Lets use an awesome IDE for server less Application Generation](https://www.g2.com/survey_responses/sigma-ide-review-4517729)"** **Rating:** 4.5/5.0 stars *— Sourav S.* [Read full review](https://www.g2.com/survey_responses/sigma-ide-review-4517729) --- **"[Great IDE with room for growth](https://www.g2.com/survey_responses/sigma-ide-review-4968969)"** **Rating:** 5.0/5.0 stars *— Bodhi H.* [Read full review](https://www.g2.com/survey_responses/sigma-ide-review-4968969) --- #### What Are G2 Users Discussing About Sigma IDE? - [What is Sigma IDE used for?](https://www.g2.com/discussions/what-is-sigma-ide-used-for) ## What Is Python Integrated Development Environments (IDE)? [Integrated Development Environments (IDE)](https://www.g2.com/categories/integrated-development-environments-ide) ## What Software Categories Are Similar to Python Integrated Development Environments (IDE)? - [Java Integrated Development Environments (IDE)](https://www.g2.com/categories/java-integrated-development-environments-ide) - [PHP Integrated Development Environments (IDE)](https://www.g2.com/categories/php-integrated-development-environments-ide) - [C/C++ Integrated Development Environments (IDE)](https://www.g2.com/categories/c-c-integrated-development-environments-ide)