--- title: Anaconda Core Reviews meta_title: 'Anaconda Core Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 241 reviews by the users' company size, role or industry to find out how Anaconda Core works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 241 scale: '5' date_modified: '2026-07-17' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Anaconda Core Reviews **Vendor:** Anaconda, Inc. **Category:** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Average Rating:** 4.5/5.0 **Total Reviews:** 241 ## About Anaconda Core Anaconda Platform is a unified enterprise AI development platform that helps data scientists, AI developers, and platform engineers build, secure, deploy, and observe AI workloads from development to production. The platform addresses critical challenges enterprises face when scaling open-source AI initiatives, including environment complexity, security vulnerabilities, deployment failures, and governance requirements across cloud and on-premises infrastructure. The platform combines trusted Python package distribution with enterprise-grade governance controls, enabling organizations to accelerate AI innovation while maintaining security and compliance. Data scientists access over 12,000 pre-vetted, compatible open-source packages through Anaconda's secure distribution, eliminating dependency conflicts and environment drift that typically slow deployment cycles. Platform administrators gain centralized management, role-based access controls, and automated vulnerability detection across all AI workloads. Key capabilities include: Trusted Distribution - Pre-validated Python packages with signature verification, software bills of materials (SBOMs), and guaranteed uptime SLAs reduce supply chain security risks Secure Governance - Automated CVE scanning, package filtering, audit logs, and compliance tracking for GDPR, HIPAA, and CCPA requirements enable teams to move fast without compromising security Developer Velocity - Pre-configured environments, one-command setup, and automatic dependency resolution eliminate debugging time so developers focus on building solutions Production-Ready AI - High-performance runtimes and proven deployment workflows ensure what works locally runs reliably at scale, bridging the gap between experimentation and production Actionable Insights - Real-time telemetry and usage metrics across packages, environments, and models provide visibility for data-driven optimization decisions Organizations using Anaconda Platform report 60% reduced risk of security breaches, 80% efficiency improvement in package security management, and significant time savings by eliminating manual package vetting processes. ## Anaconda Core Pros & Cons **What users like:** - Users appreciate the **ease of use** of Anaconda Core, facilitating efficient management of packages and dependencies. (74 reviews) - Users praise the **easy installation process** of Anaconda Core, facilitating efficient setup for data science projects. (39 reviews) - Users value the **efficiency** of Anaconda Core, which streamlines setup and enhances productivity in development workflows. (27 reviews) - Users appreciate the **intuitive interface** of Anaconda Core, making data science project management easy and efficient. (25 reviews) - Users value the **coding ease** of Anaconda Core, enjoying seamless package management and streamlined environments for data science. (23 reviews) - User Interface (15 reviews) - Users value the **variety of tools** in Anaconda AI Platform, facilitating effortless coding and project management. (14 reviews) - Integrated Platform (13 reviews) - Data Management (12 reviews) - Users admire the **easy integrations** of Anaconda AI Platform, enhancing their productivity in managing data science projects. (11 reviews) **What users dislike:** - Users face **data management issues** with Anaconda Core, including conflicts, integration challenges, and lack of automatic backups. (11 reviews) - Users experience **slow performance** with Anaconda Core, especially during package installations and on older hardware. (11 reviews) - Users find Anaconda Core's **limited features** frustrating, especially regarding insights and accessibility of new tools. (10 reviews) - Users find the **limited features** of Anaconda Core restrictive, especially lacking real-time code viewing and version control. (9 reviews) - Users frequently mention **limited storage** issues due to Anaconda Core's heavy installation size, complicating usage for many. (9 reviews) - Users experience **slow loading times** on Anaconda Platform, impacting the overall efficiency and user experience. (9 reviews) - Users find the **complexity of access** to the Anaconda AI Platform overwhelming, especially beginners navigating various options. (8 reviews) - Lagging Performance (6 reviews) - Limited Resources (6 reviews) - Users find the **slow startup** of Anaconda AI Platform frustrating, as it significantly delays their workflow and consumes CPU resources. (6 reviews) ## Anaconda Core Reviews ### 1. Highly Efficient for Data Analysis, Setup Could Improve **Rating:** 5.0/5.0 stars **Reviewed by:** Azaré M. | Customer Satisfaction Analyst II **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** I appreciate the Anaconda AI Platform for its ability to automate data analysis tasks, especially when it comes to data cleaning, charting, graphing, and reporting. I enjoy coding in Python with Anaconda AI Platform, which makes my work tasks significantly easier and more efficient. The platform helps streamline my workflow by automating repetitive tasks, which contributes to a more efficient data analysis process. These capabilities are incredibly valuable as they save time and allow me to focus on interpreting data rather than getting bogged down with repetitive technical tasks. **What do you dislike about Anaconda Core?** It should be easier to set up. **What problems is Anaconda Core solving and how is that benefiting you?** I use Anaconda AI Platform for automating data cleaning, creating charts and graphs, and reporting, making my data analysis tasks more efficient. ### 2. Previously Great, Now Lacking **Rating:** 1.5/5.0 stars **Reviewed by:** Aiden W. **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** I originally found Anaconda AI Platform to be great for coding, appreciating how it worked well in the past. The initial setup for personal use was pretty easy, which was a positive aspect of my experience. This ease of setup was likely helpful in getting started without complications. **What do you dislike about Anaconda Core?** I am frustrated with the Anaconda AI Platform as it struggles to keep up with the latest Python and package versions. This issue significantly impacts my ability to use it effectively for coding purposes. Although it used to be an enjoyable tool, it has now become less favorable for my needs. Overall, my experience with Anaconda has deteriorated, making it a less preferred choice over time. **What problems is Anaconda Core solving and how is that benefiting you?** n/a ### 3. Excellent Learning Modules for Python Beginners **Rating:** 4.5/5.0 stars **Reviewed by:** Steven D. | Principal Owner, Small-Business (50 or fewer emp.) **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** For me because I am a beginner when it comes to the use of AI technologies I appreciate the learning modules that anaconda offers. Especially in regards to the python programming language. **What do you dislike about Anaconda Core?** At the moment the only thing I dislike is that there aren't any free options in regards to the learning. **What problems is Anaconda Core solving and how is that benefiting you?** I am able to use the notebooks provided by anaconda to play around and learn about machine learning and A.I. workflows and data sets. ### 4. Streamlined Python Environment Management **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** I love using the Anaconda AI Platform for my Python projects because it provides instant access to popular Python packages like NumPy, Matplotlib, and Pandas, which simplifies my workflow significantly. The code generation features are incredibly helpful in quickly developing scripts, and the debugging assistance helps me fix errors efficiently. Anaconda AI Platform also excels at suggesting suitable libraries tailored to my project's needs, which enhances my development process. The cross-platform consistency is a major advantage, ensuring that my projects run smoothly on different operating systems without compatibility issues. I appreciate the seamless integration with Jupyter Notebook, as it allows me to conduct data analysis and visualization effectively within Anaconda. Transitioning to Anaconda from a basic Python setup with pip and virtual environments was a game-changer for my team, as we no longer face the dependency issues we used to with our previous setup, thanks to the smoother environment management provided by Conda. Additionally, setting up the platform was straightforward, and getting the base environment up and running did not take long at all. Overall, the platform's comprehensive features and ease of use make it an invaluable tool in my development toolkit. **What do you dislike about Anaconda Core?** I dislike the limited features available in the Free Tier of Anaconda AI Platform. It doesn't offer enough depth in terms of insights, AI tokens, and agentic AI modes. **What problems is Anaconda Core solving and how is that benefiting you?** I use Anaconda AI Platform for instant access to popular Python packages, code generation, debugging, and library suggestions. It offers cross-platform consistency and smooth environment management with Conda, improving dependency handling over basic setups. ### 5. Simplify and Save Time, Simple Installation **Rating:** 4.0/5.0 stars **Reviewed by:** Mussie S. | Stage tramite ITS digital academy **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** I appreciate the speed of Anaconda AI Platform, which allows me to save precious time that I would have otherwise wasted unnecessarily. I find that this makes the platform incredibly effective and useful for my work. Additionally, the initial installation of Anaconda AI Platform was simple, which allowed me to start using the platform smoothly and quickly. I use Anaconda AI Platform both for university and personal projects, and I appreciate how it simplifies many of my tasks. **What do you dislike about Anaconda Core?** Nothing **What problems is Anaconda Core solving and how is that benefiting you?** I use Anaconda AI Platform to simplify many tasks. Before, I wasted a lot of time unnecessarily, but now the speed of Anaconda AI Platform helps me work more efficiently. ### 6. Effortless Python Environment Management **Rating:** 4.5/5.0 stars **Reviewed by:** Aditya V. | Associate Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** December 27, 2025 **What do you like best about Anaconda Core?** I find it very approachable, which is its greatest advantage. I use it to install packages like Pandas, Numpy, and Scikit-Learn for my Python projects. It helps me maintain a good and organized work environment. **What do you dislike about Anaconda Core?** The installation process takes up more time and requires more space on your system. The interface also appears quite outdated when compared to others, and at times, the software can be slow. **What problems is Anaconda Core solving and how is that benefiting you?** I use this tool for data analysis and building machine learning models in the field of education management. I work in this environment every day. ### 7. Anaconda AI Platform: Effortlessly Launch, Easy to Use **Rating:** 5.0/5.0 stars **Reviewed by:** DHANYATHA V P. **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** I find the Anaconda AI Platform very helpful and easy to use. It simplifies tasks by avoiding the need to rely on the command prompt and resolves other intricate issues, which makes launching products effortlessly smooth. I appreciate its intuitive nature as it streamlines my workflow efficiently. The platform's capability to seamlessly integrate with Jupyter Notebooks enhances my productivity and allows for a more fluid work process, making it a vital tool in my daily tasks. **What do you dislike about Anaconda Core?** It is just that it takes a lot of little too long to launch **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda AI Platform helps me launch products easily, eliminating the need to use the command prompt and tackling other issues effectively. ### 8. Positive experiences with the Anaconda AI Platform **Rating:** 3.0/5.0 stars **Reviewed by:** Sara C. | Data scientists, Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** I particularly like that the Anaconda AI Platform offers a central, clear environment for data analysis, development, and model management. The integration of various tools and the ability to create reproducible environments greatly facilitate the workday. **What do you dislike about Anaconda Core?** At the beginning, I was a bit overwhelmed by the environment because there are so many environments present. **What problems is Anaconda Core solving and how is that benefiting you?** It solves the problem of having to download many programs separately. Therefore, it provides a good overview of many systems. ### 9. Ideal Tool for High-Quality Scientific Plotting **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.) **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** I found Anaconda to be very useful for low-code tasks, as it comes with a variety of libraries that can be adapted to different needs. For example, it is excellent for scientific plotting. The quality, resolution, and versatility it offers are ideal for preparing academic documents. **What do you dislike about Anaconda Core?** Initially, the homepage can feel somewhat overwhelming because it presents so many options at once, which can be confusing—particularly for someone who isn't familiar with this type of platform. **What problems is Anaconda Core solving and how is that benefiting you?** The ability to customize your libraries to fit any requirement is what I appreciate most. This not only conserves RAM and storage space, but also results in faster operation speeds. ### 10. Effortlessly Converts Text to CSV, Highly Recommended **Rating:** 5.0/5.0 stars **Reviewed by:** Charl B. **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** I find the Anaconda AI Platform incredibly easy to use, which is a significant advantage for both work and personal projects. The platform effectively handles tasks like text to CSV file conversion, which simplifies data manipulation processes for me. The initial setup was also straightforward, reflecting the platform’s user-friendly nature. Based on my experience, I am highly satisfied and would wholeheartedly recommend the Anaconda AI Platform to others, as evidenced by my willingness to rate my likelihood to recommend it a 10 out of 10. **What do you dislike about Anaconda Core?** None. **What problems is Anaconda Core solving and how is that benefiting you?** I use Anaconda AI Platform for easy text to CSV file conversion, simplifying data management. ### 11. Enhances App Deployment with Great Model Variety **Rating:** 4.0/5.0 stars **Reviewed by:** D O. **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** I appreciate that Anaconda AI Platform simplifies the deployment of open-source AI models, making the process easier, safer, and more secure. I find the platform extremely beneficial due to the wide variety of quality AI models it offers. Specifically, I find CodeGemma highly advantageous because of its open-source nature, which allows for experimentation, modification, fine-tuning, and seamless integration into my own systems without the hassle of license restrictions. **What do you dislike about Anaconda Core?** Model metadata is sometimes too limited, and there is inconsistent categorization of use-cases. **What problems is Anaconda Core solving and how is that benefiting you?** I use the Anaconda AI Platform to make deploying open-source AI models in applications easier, safer, and more secure. ### 12. Effortless Setup, Perfect for Machine Learning **Rating:** 5.0/5.0 stars **Reviewed by:** Chigozie U. | Independent Travel Agent **Reviewed Date:** December 09, 2025 **What do you like best about Anaconda Core?** I really appreciate how Anaconda AI Platform is very good at setting up the environments for you. Also, the UX is very nice, making it a pleasant experience to use. The initial setup was very easy, so much that if you just see someone do it, you could do it yourself. **What do you dislike about Anaconda Core?** I don't like it not connecting to my localhost.but I think that was a me problem **What problems is Anaconda Core solving and how is that benefiting you?** I use the Anaconda AI Platform to practice Python for machine learning, and it simplifies environment setup with a very nice UX. ### 13. Effortless Environment Management and Seamless Integration **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** I like that the Anaconda AI Platform makes it easy to manage environments and dependencies, ensuring reproducible workflows. I also appreciate its smooth integration with popular data science tools, which speeds up experimentation. **What do you dislike about Anaconda Core?** I dislike that the Anaconda AI Platform can feel heavy and slow at times, especially when managing large environments. It also has occasional compatibility issues that require manual fixes. **What problems is Anaconda Core solving and how is that benefiting you?** It solves the challenge of managing complex Python environments and dependencies, making my workflows consistent and reproducible. This helps me focus more on experimentation and development instead of setup and maintenance. ### 14. Excellent Learning Modules for Python Beginners **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Construction | Mid-Market (51-1000 emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** I really love all the learning modules inside Anaconda so you can begin to learn how to use Python **What do you dislike about Anaconda Core?** For a beginner it can be a bit overwhelming & difficult to understand why you might need all the options on the homepage & the difference between Pyscript, Jupyter Notebook,Python Anywhere etc, once you start to dig into it though you begin to understand all the different offerings **What problems is Anaconda Core solving and how is that benefiting you?** It was where I began my Python learning journey & all the learning modules are really assisting me & the Anaconda AI Assistant is very helpful ### 15. A must-have tool for a engineering student **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Mechanical or Industrial Engineering | Small-Business (50 or fewer emp.) **Reviewed Date:** December 01, 2025 **What do you like best about Anaconda Core?** I really appreciate the Anaconda Navigator interface. It makes it extremely easy to launch applications like Jupyter Notebook and VS Code without using the command line. As a student it is perfect for managing libraries and environments visually. I have used it for all my engineering studies. **What do you dislike about Anaconda Core?** Sometimes the software can be a bit heavy and slow to start up. **What problems is Anaconda Core solving and how is that benefiting you?** It simplifies the management of Python packages and dependencies. It allows me to create isolated environments for different projects, avoiding conflicts between different versions of libraries. ### 16. Anaconda's benefits for hobbyists and independents. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 29, 2025 **What do you like best about Anaconda Core?** It has multiple integrated features (PythonAnywhere for hosting, JupyterNotebook and JupyterLab, and the local distribution) that make it a great hub for Python work. **What do you dislike about Anaconda Core?** Not all of its features are well described or explained to me, so I do not find myself using them too much (Ex. EduBlocks) **What problems is Anaconda Core solving and how is that benefiting you?** It is helping me solve the issue with using too much different tools and softwares to achieve similar goals. By using the unified Anaconda platform, I can grow skilled and familiar with one tool that fits multiple use cases. ### 17. Great platform having multiple applications **Rating:** 4.5/5.0 stars **Reviewed by:** Muhammad S. | Data Scientist Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** Anaconda provides a multi-software options such as Python/R environment for data scientists. It offers easy package management, many libraries (NumPy, Pandas, scikit-learn), Jupyter integration, etc. **What do you dislike about Anaconda Core?** It has some challenges such as large installation size, high memory usage, occasional package version conflicts, and slower updates for some libraries compared to direct pip installs. This may complicate lightweight or production deployments. **What problems is Anaconda Core solving and how is that benefiting you?** Tt helps to develop the ML/AI features by providing preinstalled ML/AI libraries (TensorFlow, PyTorch, scikit-learn). Tools like Jupyter enables reproducible workflows, easy experimentation, and efficient AI model development. ### 18. practicality for data science projects **Rating:** 5.0/5.0 stars **Reviewed by:** Anibal A. | subgerente, Small-Business (50 or fewer emp.) **Reviewed Date:** December 09, 2025 **What do you like best about Anaconda Core?** It greatly helps with data simplification, library updates, and even third-party packages. **What do you dislike about Anaconda Core?** mainly the high consumption of resources with limited space generates slow performance **What problems is Anaconda Core solving and how is that benefiting you?** the complexity in the manual installation of libraries for projects ### 19. Harnessing the Power of the Anaconda AI Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Muhammad A. | Test Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** July 26, 2025 **What do you like best about Anaconda Core?** What I like best about the Anaconda AI Platform is its all-in-one environment for data science and AI. It simplifies package management, supports powerful tools like Jupyter, and speeds up development with pre-installed libraries. It’s efficient, beginner-friendly, and ideal for both individual projects and collaborative workflows. **What do you dislike about Anaconda Core?** While Anaconda AI Platform is powerful, it can be resource-heavy and slow to start, especially on low-end systems. Managing large environments may sometimes cause conflicts or delays. Also, the full installation takes up significant disk space, which may not be ideal for users with limited storage or bandwidth. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda AI Platform solves environment setup issues, package dependency conflicts, and tool integration challenges. It provides a ready-to-use ecosystem for data science and AI development. This saves me time, reduces errors, and lets me focus on building and testing models efficiently without worrying about manual configuration or compatibility issues. ### 20. Effortless Coding with Intuitive Interface and Multiple Interpreters **Rating:** 5.0/5.0 stars **Reviewed by:** Keshava H. | Student, Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** The Ease of Use. Simple and Many Interpreter's. Simple to Write the code. I hadn't Face My difficulty. Easy to Implement code. **What do you dislike about Anaconda Core?** The Host Launching for Jupiter Notebook. The Anaconda can't Run on Low End Devices. **What problems is Anaconda Core solving and how is that benefiting you?** Currently Facing No Problem Except the High Hardware Requirement. ### 21. Opened anaconda and solved my data problem in 10 minutes **Rating:** 5.0/5.0 stars **Reviewed by:** Vijay S. | Customer Success Manager, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** August 12, 2025 **What do you like best about Anaconda Core?** I use anaconda to work with customer data, run python code and make quick reports easily. Jupyter notebook and built in packages like pandas save me setup time and help me test ideas faster. Even without being a full time developer, I can still get clear insights for my team. It's really great. **What do you dislike about Anaconda Core?** Sometimes it takes time to update, but worth it **What problems is Anaconda Core solving and how is that benefiting you?** It takes away the setup pain. I don’t have to manually install python, Numpy or matplotlib. Everything is ready to go which saves me from the setup hassle and lets me work smoothly ### 22. A Reliable and Efficient Data Science Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Anoop kumar s. | Associate Consultant, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** December 01, 2025 **What do you like best about Anaconda Core?** It provides smooth, secure, and reliable environment and package management, making it easy to maintain consistent setups across all my projects. **What do you dislike about Anaconda Core?** Some features feel slightly complex during initial setup, and certain workflows could be more streamlined for new users. **What problems is Anaconda Core solving and how is that benefiting you?** It eliminates the common issues around package compatibility, version conflicts, and environment reproducibility. With centralized management and secure package repositories, it helps maintain a clean, controlled development environment, which leads to fewer deployment failures and smoother end-to-end workflows. ### 23. Effortlessly Boosted My Workflow **Rating:** 5.0/5.0 stars **Reviewed by:** Gareth J. | PHD Researcher **Reviewed Date:** January 11, 2026 **What do you like best about Anaconda Core?** I like how the Anaconda AI Platform helps me get my work done faster and easier. It's all-round really good, and I find it very easy to set up. **What do you dislike about Anaconda Core?** I haven't found anything I dislike **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda AI Platform improves my workflow, helps me figure out steps when I'm stuck, and makes work faster and easier. ### 24. Easy Access to Latest Models, Smooth Experience So Far **Rating:** 3.5/5.0 stars **Reviewed by:** Elio B. | Data analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** I appreciate how easy it is to find information about the latest models. Accessing details on new releases is straightforward, which makes staying updated much simpler. **What do you dislike about Anaconda Core?** Up to now, I haven't encountered any negative experiences with the platform. **What problems is Anaconda Core solving and how is that benefiting you?** Bringing together information from various sources to form a clear, up-to-date picture of the AI landscape has felt like a Sisyphean nightmare for me. This platform has played a crucial role in streamlining and speeding up that process. ### 25. Great for Environment Management, But Can Be Slow and Resource-Heavy **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Information Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** It helps me manage environments for use. **What do you dislike about Anaconda Core?** It uses much space and sometimes is slow. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda AI Platform solves the problem of managing inconsistent development environments by giving businesses a standardized, secure place for data work. It also reduces the friction of installing and updating packages, which means teams spend less time troubleshooting and more time analyzing data. The platform improves collaboration by allowing analysts, data scientists, and engineers to share reproducible workflows easily. Its built-in governance and security controls help organizations avoid compliance issues, especially when using open-source tools. Overall, it benefits me by making my analysis process smoother, more reliable, and faster to deploy in real business settings. ### 26. Exceptionally Simple Yet Powerful—Perfect for All Skill Levels **Rating:** 5.0/5.0 stars **Reviewed by:** Artur P. | Senior Technical Support Engineer, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** November 28, 2025 **What do you like best about Anaconda Core?** Anaconda is extremely simple while superbly powerful and is suitable for any level of experience. **What do you dislike about Anaconda Core?** There isn't anything I dislike about Anaconda! **What problems is Anaconda Core solving and how is that benefiting you?** AI models R&D ### 27. All-in-One Simplicity and Effortless Integration **Rating:** 4.5/5.0 stars **Reviewed by:** Angelo V. | Data Analyst & Data Analytics , Mid-Market (51-1000 emp.) **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** Simplicity, all integrated & easy to use and work with. **What do you dislike about Anaconda Core?** Cloud be a little slow with the interface but it is ok with my PC. **What problems is Anaconda Core solving and how is that benefiting you?** Hard-to-manage AI Model Access Problem: Managing APIs, keys, and infrastructure for LLMs can be complex and costly. Anaconda provides integrated access to open-source and enterprise-grade AI models, reducing setup time and making experimentation much faster. ### 28. User-Friendly Platform That Simplifies Model Deployment **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** I really appreciate how user-friendly the platform is. The interface makes it simple to experiment, manage environments, and deploy models without getting bogged down in configuration issues. **What do you dislike about Anaconda Core?** I don't necessarily dislike anything major, but I do think there’s room for simplification in the setup and environment management process.” **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda AI Platform helps solve the challenge of managing complex AI development environments. By centralizing package management, dependencies, and model workflows, it reduces setup time and minimizes compatibility issues. This allows me and my team to focus more on actual development and less on troubleshooting. ### 29. Using anaconda as machine learning beginner **Rating:** 4.0/5.0 stars **Reviewed by:** arjun g. | Engineer , Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** February 21, 2025 **What do you like best about Anaconda Core?** I work as a machine learning developer and also as a data scientist. I have installed Anaconda due to it's huge library support. The software has been leading the industry for the last few years, and it has a vast community which makes the customer support very simple and fast. I use it every day. For instance, you may have different product at a single place, which I keep on using Anaconda. Amongst many tools, I do decide on it due to answer that I can see in the documentation. **What do you dislike about Anaconda Core?** The anaconda software is also very heavy and big in size. This program consumes a lot of memory to be operated. Certainly 8GB RAM is required to make this function and even in that case it will feel sluggish while working with some libraries **What problems is Anaconda Core solving and how is that benefiting you?** The software enables software dependencies management so that I can put all my efforts towards coding. Besides, the inbuilt library support software for machine learning (ml) and data science is outstanding, thus, no additional installation of the dependencies is needed. The integrated ai also assists in code generation and debugging. I am really delighted with the idea that all the essential software can be found in one place for my development. ### 30. Unified Platform Powerfully Drives Business Analytics **Rating:** 5.0/5.0 stars **Reviewed by:** cal l. | Managing director, Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** The ability to drive many aspects of business functionality to analytics model development in a powerful unified manner **What do you dislike about Anaconda Core?** Like all platforms take time and data capacity to obtain all the relevant libraries and models to complete orchestration **What problems is Anaconda Core solving and how is that benefiting you?** Looking to leverage advanced automation and analytics integration across full business operational and delivery ecosystem ### 31. Anaconda AI Platform with a Steep Learning Curve **Rating:** 4.0/5.0 stars **Reviewed by:** Hassan Bin T. | Senior Solution Architect, Enterprise (> 1000 emp.) **Reviewed Date:** October 16, 2025 **What do you like best about Anaconda Core?** What I like best is how it brings everything (tools, security and collaboration) into one place so teams can build and deploy AI without the usual chaos. **What do you dislike about Anaconda Core?** It’s powerful but that depth comes with a learning curve. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda AI Platform is solving the headache of juggling too many tools, worrying about security risks, and struggling to get AI models from idea to production. ### 32. Effortless AI Tool Selection with Seamless Vetting Process **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Mining & Metals | Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** The vetting process, which makes selection of the appropriate AI tool much easier and more efficient. **What do you dislike about Anaconda Core?** I haven't found any flaws thus far. Browsing, downloading and selection of tools is a breeze. **What problems is Anaconda Core solving and how is that benefiting you?** I am unaware of problems, I do know however, that the vetting process is ongoing, which means I can expect more verified apps, without the need for intensive probing, as we Python addicts so love to do, but compromise ourselves with because of time. ### 33. daily driver for data work **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Program Development | Enterprise (> 1000 emp.) **Reviewed Date:** August 21, 2025 **What do you like best about Anaconda Core?** i have using Anaconda daily at our org genpact form 3 years. It’s super handy comes with Python, Jupyter, and all the libraries I need in one place. Setting up new projects is quick, and I love how easy it is to manage environments without messing things up **What do you dislike about Anaconda Core?** sometime it take time to load as i'm using older verson of laptop **What problems is Anaconda Core solving and how is that benefiting you?** I love how easy it is to manage environments without mess up in easy way ### 34. Great Multi-Platform Support, But Can Be Slow and Resource-Heavy **Rating:** 3.5/5.0 stars **Reviewed by:** Vivek B. | Student, Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** Multiple IDE and platforms that can be used seamlessly. Easy to operate **What do you dislike about Anaconda Core?** A little slow to load. Takes up a lot of memory **What problems is Anaconda Core solving and how is that benefiting you?** Mostly using it for Machine Learning problem. ### 35. Great platform **Rating:** 5.0/5.0 stars **Reviewed by:** Edward H. | Owner, Small-Business (50 or fewer emp.) **Reviewed Date:** August 21, 2025 **What do you like best about Anaconda Core?** It is a very intuitive platform. It is great in helping to troubleshoot code. **What do you dislike about Anaconda Core?** I don't have anything to say about dislikes. So far, it operates exactly the way I was expecting. **What problems is Anaconda Core solving and how is that benefiting you?** When developing API's for customized software, it helps me troubleshoot problems. ### 36. How I like about Anaconda AI Platform **Rating:** 4.0/5.0 stars **Reviewed by:** 昭誼 Chaoyi Lester Tsai . | PhD Student, Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** It is easy to navigate and provides comprehensive documentation online. **What do you dislike about Anaconda Core?** There are similar platforms from other companies that are more popular. **What problems is Anaconda Core solving and how is that benefiting you?** Version control across different Python packages ### 37. Outstanding environmental management, tool integration enhances efficiency. **Rating:** 4.5/5.0 stars **Reviewed by:** hhh h. **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** I like the Anaconda AI Platform because its environment and package management are very convenient, allowing for one-click dependency configuration and version compatibility, saving a lot of time on environment debugging, which is crucial for rapid development. Additionally, its toolchain is highly integrated, seamlessly connecting Jupyter and mainstream AI frameworks, ensuring an uninterrupted development process and enhancing my development efficiency. I also appreciate its cross-scenario adaptability, whether for local development, team collaboration, or cloud deployment, it can be handled easily without switching back and forth between multiple platforms. This integration improves the overall efficiency of the team and allows me to focus my core efforts on business development rather than spending time on environment adjustments. **What do you dislike about Anaconda Core?** The shortcomings of the Anaconda AI Platform include: high resource consumption, dependency conflicts that easily arise when using conda and pip together, and delays in the release of some new packages. Additionally, the interaction details are not very smooth, and it lacks practical features such as Git integration. For beginners, the learning curve is somewhat steep. While basic installation and environment configuration are simple, enterprise-level deployment, GPU/CUDA adaptation, and team permission configuration require additional documentation review, which can be complex for newcomers. **What problems is Anaconda Core solving and how is that benefiting you?** I used the Anaconda AI Platform to solve issues such as environment isolation, dependency conflicts, simplified cross-environment deployment, and toolchain integration. One-click environment management and package management enhance efficiency, eliminate configuration interference, maintain a seamless development process, and improve team collaboration and project compatibility. ### 38. Rich and Versatile Solution That Delivers **Rating:** 4.0/5.0 stars **Reviewed by:** Dr. Khaled J. | Associate Lecturer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** Rich and versatile with a great range of apps. **What do you dislike about Anaconda Core?** Somewhat difficult to navigate around options and components. **What problems is Anaconda Core solving and how is that benefiting you?** Reliable source of essential packages for python projects. ### 39. Easy to Use and Effective, But Feature Navigation Needs Improvement **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Fine Art | Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** This product is incredibly easy to use and very useful, in addition to being highly effective. **What do you dislike about Anaconda Core?** At times, it can be difficult to locate even the most basic features. **What problems is Anaconda Core solving and how is that benefiting you?** This solution addresses the challenge of accessing easily located AI, making it more convenient to reach and use. ### 40. Makes Writing Production Code Convenient and Efficient **Rating:** 4.0/5.0 stars **Reviewed by:** Ishita P. | Senior Quantitative Modeling Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** October 23, 2025 **What do you like best about Anaconda Core?** Helps me write big production code conveniently **What do you dislike about Anaconda Core?** They dont have automatic version control feature **What problems is Anaconda Core solving and how is that benefiting you?** Write codes faster ### 41. Great Tool for Learning to Code **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** its helpful for people who are learning how to code **What do you dislike about Anaconda Core?** It’s powerful but sometimes it feels heavier than I need **What problems is Anaconda Core solving and how is that benefiting you?** The platform helps with my bioinformatics workflows by giving me reproducible environments for running complex pipelines ### 42. Great App Variety, But Slow to Launch **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2025 **What do you like best about Anaconda Core?** I love the huge quantity of applications that are offered **What do you dislike about Anaconda Core?** I dislike that it takes a lot of tome to inite the applications **What problems is Anaconda Core solving and how is that benefiting you?** Codin mainly, which suppose a lot of time saving for me ### 43. Reliable for Risk Analysis and Data Analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.) **Reviewed Date:** June 17, 2025 **What do you like best about Anaconda Core?** I use Anaconda daily at Global Risk Consultants Corp. for analyzing large sets of risk data. What I like most is that it comes bundled with Jupyter Notebook, Pandas, NumPy, and other tools we use for building data models. **What do you dislike about Anaconda Core?** the Navigator can feel slow. Sometimes while working with teammates, I face version conflicts between environments **What problems is Anaconda Core solving and how is that benefiting you?** It gives me a stable environment to run reports, explore data, and test models related to global risk trends ### 44. Excellent platform for developing AI solutions **Rating:** 5.0/5.0 stars **Reviewed by:** Christophe D. | Entrepreneur, Small-Business (50 or fewer emp.) **Reviewed Date:** August 02, 2025 **What do you like best about Anaconda Core?** A mature platform that effectively addresses AI challenges, with a robust Python ecosystem and performance metrics. **What do you dislike about Anaconda Core?** The loading time is sometimes a bit long. **What problems is Anaconda Core solving and how is that benefiting you?** It allows for the implementation of Data & AI solutions, data science. I can justify the ROI. ### 45. Effortless to Use and Hassle-Free **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** October 30, 2025 **What do you like best about Anaconda Core?** It´s easy to use and can use in many use cases **What do you dislike about Anaconda Core?** for now all is ok and hardly recommend de platform it the company is focus on IA next year **What problems is Anaconda Core solving and how is that benefiting you?** Main use using credit scoring models focus on lending credits ### 46. Exceptionally User-Friendly Experience **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Semiconductors | Mid-Market (51-1000 emp.) **Reviewed Date:** November 26, 2025 **What do you like best about Anaconda Core?** User friendliness and ease of use always fascinating me **What do you dislike about Anaconda Core?** I have no negative experience of dislike **What problems is Anaconda Core solving and how is that benefiting you?** Machine Learning and Data Science ### 47. Really nice platform to get started with AI Python Learning **Rating:** 5.0/5.0 stars **Reviewed by:** Kanika R. | Product Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** July 24, 2025 **What do you like best about Anaconda Core?** It’s a versatile and easy to use platform and I really like the AI integrated feature so for a beginner it’s good. Learn and execute **What do you dislike about Anaconda Core?** May be in terms of UI there can be more advancements **What problems is Anaconda Core solving and how is that benefiting you?** Learn to code ### 48. Find all your IDE on Anaconda **Rating:** 5.0/5.0 stars **Reviewed by:** James Kojo K. | Research And Teaching Assistant, Small-Business (50 or fewer emp.) **Reviewed Date:** May 02, 2025 **What do you like best about Anaconda Core?** Anaconda allows you to have most of the IDEs without the need to install them. **What do you dislike about Anaconda Core?** Takes longer time to load completely most times **What problems is Anaconda Core solving and how is that benefiting you?** Helping to code without needing to connect to the internet, and it is making my coding journey very smooth ### 49. I have been using anaconda for my ML based project for a while and it is convienent. **Rating:** 3.5/5.0 stars **Reviewed by:** Nishan P. | Small-Business (50 or fewer emp.) **Reviewed Date:** June 13, 2025 **What do you like best about Anaconda Core?** One of most best things about anaconda platform is it usefulness for setting up python environment for my ML projects especially with tricky installation procedures. **What do you dislike about Anaconda Core?** Even though anaconda platform is nice, somethings its still difficult to setup environment especially across linux and mac **What problems is Anaconda Core solving and how is that benefiting you?** It helps be quickly replicate my development environment ### 50. Faster development **Rating:** 5.0/5.0 stars **Reviewed by:** Aji Fama J. | Information Technology Assistant, Small-Business (50 or fewer emp.) **Reviewed Date:** June 24, 2025 **What do you like best about Anaconda Core?** It makes it easy to auto-type essentially with functions, and that saves time as a beginner in some tools I am exploring. **What do you dislike about Anaconda Core?** Overall, it is a great platform. I look forward to future tools integrated into it. **What problems is Anaconda Core solving and how is that benefiting you?** Type checking and auto code comletion. ## Anaconda Core Discussions - [Is Anaconda free for companies?](https://www.g2.com/discussions/anaconda-is-anaconda-free-for-companies) - 2 comments, 1 upvote - [Is Anaconda free for companies?](https://www.g2.com/discussions/is-anaconda-free-for-companies) - 1 comment, 1 upvote - [Is Anaconda good for machine learning?](https://www.g2.com/discussions/anaconda-is-anaconda-good-for-machine-learning) - 1 comment, 1 upvote - [Which platform is better to do python coding ?](https://www.g2.com/discussions/which-platform-is-better-to-do-python-coding) - 1 comment, 1 upvote - [How to create the private environment in the anaconda?](https://www.g2.com/discussions/39307-how-to-create-the-private-environment-in-the-anaconda) - 1 comment, 1 upvote - [View Anaconda Core pricing details and edition comparison](https://www.g2.com/products/anaconda-core/reviews?page=2§ion=pricing&secure%5Bexpires_at%5D=2026-07-22+00%3A34%3A40+-0500&secure%5Bsession_id%5D=9830d04b-45d9-4a5b-8201-9ede7896d15d&secure%5Btoken%5D=e1eacdeef90d9cbf7308d4248299a6684fee3e8bde94ecab75b87af40bdfbee9&format=llm_user) ## Anaconda Core Integrations - [AWS and Cloud Services](https://www.g2.com/products/aws-and-cloud-services/reviews) - [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) - [ChatGPT](https://www.g2.com/products/chatgpt/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [Git](https://www.g2.com/products/git/reviews) - [Microsoft Azure Services](https://www.g2.com/products/microsoft-azure-services/reviews) - [PyCharm](https://www.g2.com/products/pycharm/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Visual Studio Code](https://www.g2.com/products/visual-studio-code/reviews) ## Anaconda Core Features **System** - Data Ingestion & Wrangling **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Model Development** - Feature Engineering **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Deployment** - Managed Service - Application - Scalability **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making ## Top Anaconda Core Alternatives - [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) - 4.3/5.0 (53 reviews) - [TensorFlow](https://www.g2.com/products/tensorflow/reviews) - 4.5/5.0 (135 reviews) - [Posit Team](https://www.g2.com/products/posit-team/reviews) - 4.5/5.0 (567 reviews)