--- 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: '2026-08-04' 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. AI Anaconda is great **Rating:** 5.0/5.0 stars **Reviewed by:** Tyler P. | Analytics Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 02, 2025 **What do you like best about Anaconda Core?** I love the ability to save time and learn new functionality of the product I use everyday. **What do you dislike about Anaconda Core?** I want to have better icons and visual representations about the current tab versus other tabs I’m working on **What problems is Anaconda Core solving and how is that benefiting you?** It’s helping me streamline my onboarding protocols and assists me in writing new, better code ### 2. A great tool for python and for libraries like panda, numpy **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** April 09, 2025 **What do you like best about Anaconda Core?** I like that we can create environments in it based on our requirements. Recently, I used Anaconda to build a dashboard with Python, pandas, and Streamlit. Pandas helped me to analyze the data, and Streamlit helped me create an interactive dashboard. **What do you dislike about Anaconda Core?** No negative/dislike about this product, I haven't faced any problem yet **What problems is Anaconda Core solving and how is that benefiting you?** Easy to integrate anaconda environments to VS code and we can use jupitor notebook as well to write programs. ### 3. Anaconda review **Rating:** 5.0/5.0 stars **Reviewed by:** Harshal H. | Small-Business (50 or fewer emp.) **Reviewed Date:** June 05, 2025 **What do you like best about Anaconda Core?** Creating and managing my environment in daily use **What do you dislike about Anaconda Core?** Nothing it perfect i love it very much. Thanks **What problems is Anaconda Core solving and how is that benefiting you?** It is helping me create and maintain my environment for all diffe Research i do ### 4. awe **Rating:** 5.0/5.0 stars **Reviewed by:** Kohei K. | Small-Business (50 or fewer emp.) **Reviewed Date:** June 03, 2025 **What do you like best about Anaconda Core?** I can manage my env and share it to other members **What do you dislike about Anaconda Core?** it's difficult to use at windows. so it takes time to introduce to windows users **What problems is Anaconda Core solving and how is that benefiting you?** i want to know it ### 5. Best Tool for AI training and features creation **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** July 28, 2025 **What do you like best about Anaconda Core?** UI and simplicity with complex problem solving architecture **What do you dislike about Anaconda Core?** Nothing special. I like everything thing. Just one thing dependency service should be improved. **What problems is Anaconda Core solving and how is that benefiting you?** Giving user to select service that they can include in their code and program ### 6. A good platform. Using a secure platform for DS needs is a good to have **Rating:** 4.0/5.0 stars **Reviewed by:** Chaitanya A. | Adjunct Faculty - Big Data Engineering, Research Methods and Analytics, Small-Business (50 or fewer emp.) **Reviewed Date:** June 02, 2025 **What do you like best about Anaconda Core?** A platform to use packages securely. We use 30 seats **What do you dislike about Anaconda Core?** A bit confused about using free version vs enterprise version **What problems is Anaconda Core solving and how is that benefiting you?** Confused about free vs enterprise versions ### 7. Very good management of IDE's **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** April 04, 2025 **What do you like best about Anaconda Core?** Preloaded lib, support for multiple languages and env, support for extended lib and simple integration of various tools, makes it must have. **What do you dislike about Anaconda Core?** When required more customized features, It becomes short and sometimes inflexible **What problems is Anaconda Core solving and how is that benefiting you?** Its pretty much our go to for managing projects in our company and handles pacakges and track dependencies and helps us too ### 8. Anaconda **Rating:** 5.0/5.0 stars **Reviewed by:** Anwut W. | Senior Data Scientist, Small-Business (50 or fewer emp.) **Reviewed Date:** June 02, 2025 **What do you like best about Anaconda Core?** Easy to clone environment, ease of use, easy to troubleshoot. **What do you dislike about Anaconda Core?** The cost of local resources is not free when used with Snowflake. **What problems is Anaconda Core solving and how is that benefiting you?** It is easy to create a new environment. ### 9. Best sourcing platform **Rating:** 4.0/5.0 stars **Reviewed by:** Yashasvi Y. | Vendantu, E-Learning, Enterprise (> 1000 emp.) **Reviewed Date:** March 26, 2025 **What do you like best about Anaconda Core?** Data analysis made easy, UI navigation is easy **What do you dislike about Anaconda Core?** I did not encounter such case as of now. **What problems is Anaconda Core solving and how is that benefiting you?** Data Segregation ### 10. It has simpleInterface but complex for developers end **Rating:** 3.5/5.0 stars **Reviewed by:** Pushkar D. | SAP Basis Associate Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** April 03, 2025 **What do you like best about Anaconda Core?** It’s open-source distribution for programming language like Payton & R **What do you dislike about Anaconda Core?** It should have some AI integrated feature (plug-in) which will be helpful for developers. **What problems is Anaconda Core solving and how is that benefiting you?** My client do have complex dependency on Python & R. My role being an administrator, I use conda package which i use for updating, installation or patch update/upgrade. ### 11. Software engineer **Rating:** 4.5/5.0 stars **Reviewed by:** Roy T. | Software Engineering Team Lead, Small-Business (50 or fewer emp.) **Reviewed Date:** June 02, 2025 **What do you like best about Anaconda Core?** Science packages for ai workflow and stuff **What do you dislike about Anaconda Core?** Images on docker when I download to share issues **What problems is Anaconda Core solving and how is that benefiting you?** Science packages in 1 place ### 12. Anaconda is smooth, especailly with a mac **Rating:** 4.5/5.0 stars **Reviewed by:** AKSHAY CHOPRA 2. | Operations, Enterprise (> 1000 emp.) **Reviewed Date:** March 27, 2025 **What do you like best about Anaconda Core?** It helps me code on jupyter notebook, which is very easy to use **What do you dislike about Anaconda Core?** No automatic backup. can result in losing of data if not backed up properly **What problems is Anaconda Core solving and how is that benefiting you?** It helps me code on python. i primarily work on projects as i am a inetrested in the field of machine learning. ### 13. Easiest sert up for environment and library **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** June 05, 2025 **What do you like best about Anaconda Core?** Easy to locate the library, files, and most importantly easily to set up environment for different software **What do you dislike about Anaconda Core?** Slow. The process is kinda slow and the UI is a little bit old-fashion to my self. I love the UI more like apple-style not Microsoft-style **What problems is Anaconda Core solving and how is that benefiting you?** Propaganda. I don’t know it yet. ### 14. One place for my dev shop **Rating:** 4.5/5.0 stars **Reviewed by:** Leonardo S. | Architect - Software Development, Enterprise (> 1000 emp.) **Reviewed Date:** March 25, 2025 **What do you like best about Anaconda Core?** It provides the best features for Python development, along with the best packages **What do you dislike about Anaconda Core?** Nothing major to dislike at this point. If O have to mention something, the large size. **What problems is Anaconda Core solving and how is that benefiting you?** Online notebook ### 15. Review for Annaconda **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Internet | Small-Business (50 or fewer emp.) **Reviewed Date:** April 01, 2025 **What do you like best about Anaconda Core?** The environment setup and packagement is effortless for the new coders like me. In Anaconda you will get thousands of packages as well tools like Jupiter notebook to do your coding. **What do you dislike about Anaconda Core?** Everything is running smoothly till now. **What problems is Anaconda Core solving and how is that benefiting you?** I can easily do my python coding ### 16. Best software for Python and R programming. **Rating:** 4.5/5.0 stars **Reviewed by:** Varad V. | AI/ML Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** March 05, 2024 **What do you like best about Anaconda Core?** Anaconda's platform is very easy to use. It can be understood pretty well by beginners which makes it beginner friendly and user friendly. Personally, I use Anaconda because it does the job even after being open source. It's package management ability is the best. One cam find every package in Anaconda environment. It's also good for using virtual environments. **What do you dislike about Anaconda Core?** Although, one cannot find any disadvantages in Anaconda, there may be some problems if someone has a smaller machine. As Anacnda comes with a lot of packages, it uses a lot of space and memory. **What problems is Anaconda Core solving and how is that benefiting you?** I use Anaconda for all my coding stuff. I as a AI/ML engineer, make use of Jupyter labs and notebooks inside Anaconda for building and training models.I also use VS Code, Pycharm and spyder inside Anaconda as different virtual machines for working on different data science and machine learning taska. ### 17. Best Open Source Tool **Rating:** 4.0/5.0 stars **Reviewed by:** Manish S. | Data Analyst, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** June 12, 2024 **What do you like best about Anaconda Core?** It's easy to install and beginner freindly which makes it the best tool. Its upside is that it has multiple tools inside and my favourite is jupyter notebook. **What do you dislike about Anaconda Core?** I don't believe it has any advantages but it takes time to open. **What problems is Anaconda Core solving and how is that benefiting you?** I used anaconda to create an algorythm to find out the best way to ensure the quality of admissions using decision tree in jupyter notebook. ### 18. Coding Made Easy: Anaconda's Magic Touch for Smooth Programming! **Rating:** 5.0/5.0 stars **Reviewed by:** Pranjal G. | Machine Learning Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** January 08, 2024 **What do you like best about Anaconda Core?** I really like how Anaconda makes coding feel like a breeze. The best part is the simplicity - installing and managing all the tools I need is super easy. It's like a magic box that brings everything together for smooth coding adventures. The variety of packages and the way it handles data science tasks? Just awesome! Anaconda truly takes the hassle out of setting up, so I can focus more on my code and less on technical headaches. Thumbs up for making my coding journey so much smoother! **What do you dislike about Anaconda Core?** While Anaconda is great, I've found a couple of hiccups. Sometimes, it feels a bit heavy on my computer, making things a tad slow. Also, updates can be a bit tricky - I wish it were smoother. But hey, despite these small bumps, Anaconda still rocks for coding ease! **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda is my coding superhero, tackling the big task of setting up and managing tools effortlessly. It saves me from the headache of installing everything separately, making coding a breeze. With Anaconda, I can easily dive into data science tasks, thanks to its cool packages. It's like having a helpful friend that takes care of all the technical stuff, so I can focus on coding fun and not worry about the nitty-gritty details. Anaconda truly makes my coding journey smoother and more enjoyable! ### 19. Anaconda Open Source Cloud Operating System **Rating:** 5.0/5.0 stars **Reviewed by:** Sarah S. | CXO, Consulting, Small-Business (50 or fewer emp.) **Reviewed Date:** October 27, 2023 **What do you like best about Anaconda Core?** Anaconda is home to several open source platforms; orange, tableau,IBM watson Studio, etc. Here you can test and validate AI/ML algorithms and analytical models for deployment on cloud. These analytical models are integratable or transferable to large platforms like, AWS, IBM or Microsoft Azure, etc. **What do you dislike about Anaconda Core?** There isn't much to dislike about it as it's continually being updated and can configure several AI libraries to work with. There're several versions of it and yes shifting from one version to other may let you loose some features of your model that was run on an older version before but it lets you rebuild it. **What problems is Anaconda Core solving and how is that benefiting you?** It is good at developing, testing and validating AI/ML models. I use it for research purposes. ### 20. Complete software for data science development **Rating:** 4.0/5.0 stars **Reviewed by:** Kush R. | Data Scientist, Enterprise (> 1000 emp.) **Reviewed Date:** March 12, 2024 **What do you like best about Anaconda Core?** It has a large set of apps for data science development, like Jupyter lab and Jupyter notebooks **What do you dislike about Anaconda Core?** It takes a lot of time to start, and consumes high amount of CPU **What problems is Anaconda Core solving and how is that benefiting you?** I use Jupyter notebook for my daily experimentations in data science work ### 21. Anaconda my ML DL starter **Rating:** 4.5/5.0 stars **Reviewed by:** Kaushal P. | Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** October 11, 2023 **What do you like best about Anaconda Core?** During my final year project "Identifying and marking player during live matches" I used most of the features like Spider, Notebook, Jupiter Notebook. It's easy to implement solutions in anaconda. The latest feature that I checked recently is Anaconda is now available over clouds. Anaconda comes with CONDA which is very helpful to manage multiple environment. **What do you dislike about Anaconda Core?** Can't think of more, but screen has very less themes. Another is loading time of navigator, It took a lot. **What problems is Anaconda Core solving and how is that benefiting you?** During college projects I used and Implemented " Human Identification and marking" . First I try to write codes in different IDE and text editors but professor suggest to move to notebook, spider, then anaconda solved most of my problems ### 22. Anaconda “the bundle” **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** June 08, 2024 **What do you like best about Anaconda Core?** Anaconda installer comes along with a group of software's like spyder , Jupyter notebook , Jupyter labs , R studio and etc **What do you dislike about Anaconda Core?** Anaconda is actually good software but the dislike is it has some unwanted software's too which make its size bigger **What problems is Anaconda Core solving and how is that benefiting you?** We can use it for python , data science , machine learning , Ai integrations , API integrations , data. Visualisation , etc ### 23. The best Graphical user interface to manage all my development tools and python packages. **Rating:** 5.0/5.0 stars **Reviewed by:** Lava Kumar G. | Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 28, 2023 **What do you like best about Anaconda Core?** Anaconda has a really usefule and good user interface which helps in knowing what tools have been installed and what pakages have been installed on a certion development environment. **What do you dislike about Anaconda Core?** the user interface can have much more featuers and that can be worke on there is a lot of scope for growth. **What problems is Anaconda Core solving and how is that benefiting you?** Anacomda mainly helps me in managing my dependencies versions in my code by helping me creating managable python environments. ### 24. Best way to write python **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** April 03, 2023 **What do you like best about Anaconda Core?** There are two things I appreciate de most about anaconda, the first one is the different ways I can visualize my data, and the second one is how easy it is to manage the different libraries. **What do you dislike about Anaconda Core?** As a beginner, I dislike that sometimes it can be a little bit overwhelming, and sometimes It needs a lot of resources from my computer. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda is helping me with data analysis; by data visualization, using libraries like Matplotlib and Bokeh, Im able to complete my job. ### 25. Anaconda: my python standard **Rating:** 5.0/5.0 stars **Reviewed by:** Tabre P. | SCADA Integration Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** June 08, 2023 **What do you like best about Anaconda Core?** One of the best things about Anaconda is the conda tool, which allows users to manage environments and packages within those environments. Also, since Anaconda works with different operating systems, I can use it on my Linux and Windows systems. **What do you dislike about Anaconda Core?** One of my least-used features of Anaconda is the Anaconda Navigator, as I prefer to work from the command line to be able to access what I need most efficiently. Perhaps I would use Navigator more if it didn't take so long to load. If the window instantly appeared after launching, it would be much more useful. **What problems is Anaconda Core solving and how is that benefiting you?** We use Anaconda Business as a way to meet our IT requirements for the management of software packages. Restricting our users to the approved channels allows CVE review and package curation, so only the code we want ends up in our code base. ### 26. Nice tool to start with Data Science **Rating:** 4.5/5.0 stars **Reviewed by:** Julian N. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 13, 2023 **What do you like best about Anaconda Core?** Anaconda's conda tool simplifies package and environment management across operating systems. It provides a flexible data science platform with comprehensive package administration and the ability to create separate project environments. Pre-installed data science libraries like NumPy and Pandas make it convenient for users to start their projects without manual installations. **What do you dislike about Anaconda Core?** it can be heavy on processor usage, leading to slower performance and longer load times. It is recommended to use Anaconda on high-specification computers to mitigate these issues. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda is a valuable tool that greatly assists me in data science and machine learning endeavors. It simplifies package and library management, allowing me to effortlessly create separate environments for various projects. With pre-installed data science libraries, it expedites my workflow and enhances productivity, making my data science tasks more efficient and seamless. ### 27. Reviewing Anaconda **Rating:** 4.0/5.0 stars **Reviewed by:** Atul A. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 11, 2023 **What do you like best about Anaconda Core?** Support from the community: Anaconda has a sizable and vibrant user base that actively contributes to its growth and helps those just starting. Fast prototyping: Anaconda's interactive computing environment makes it possible to iterate and test concepts in data science projects swiftly. The Anaconda data science platform offers many tools for data scientists, academics, and developers. It is a flexible and robust data science platform. Thanks to its distinctive features and capabilities, it is a fantastic option for anyone wishing to deal with data, regardless of their degree of experience or specific demands. **What do you dislike about Anaconda Core?** Although Conda, Anaconda's package manager, is robust and useful, it may also be difficult and confusing for beginning users. To manage dependencies and handle package conflicts, a lot of time and knowledge may be required. Anaconda can require a lot of resources, particularly when managing large or challenging data science projects. This may lead to a slower performance and necessitate the use of additional resources or a more powerful machine. Overall, Anaconda is a reliable and useful platform for data exploration, but it is essential to consider these potential drawbacks before using it. Anaconda users should weigh its benefits and drawbacks to determine if it is the best choice for their needs and available resources. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda provides answers to a variety of problems that come up regularly in data science, including: Package management: Software libraries and packages used by data scientists are usually large, complex, and dependent. This problem is resolved by Conda, a competent package manager provided by Anaconda, which makes it straightforward to install, manage, and update packages. Environment management: Data scientists frequently need to manage their environment while working on multiple projects at once, each with its own dependencies and configuration settings. Anaconda provides a solution to this problem by providing an environment management system that enables users to set up and manage separate environments for each project. Compatibility issues: Data scientists typically have compatibility issues while using multiple operating systems or software versions. Cross-platform compatibility is provided by Anaconda to address ### 28. Reviewing Anaconda **Rating:** 4.0/5.0 stars **Reviewed by:** Vishal C. | Full Stack Developer, Enterprise (> 1000 emp.) **Reviewed Date:** March 04, 2023 **What do you like best about Anaconda Core?** Package administration: Anaconda software offers a thorough package administration system that enables users to quickly install, manage, and update packages and dependencies for several programming languages, including Python and R. Environment Management: With the Anaconda software, users may build and oversee separate environments for several projects or applications, each with their own collection of packages and dependencies. The code is made reproducible and conflicts between various packages are reduced as a result. Data Science Libraries: A number of well-known data science libraries, including NumPy, Pandas, and Scikit-learn, are pre-installed in Anaconda software, making it simpler for data scientists to get started on their projects without having to manually install and set up these libraries. **What do you dislike about Anaconda Core?** Huge Installation Size: As compared to other tools of a similar nature, Anaconda software has a rather high installation size. This can consume a lot of disc space, especially on devices with little storage. Performance Problems: Anaconda software occasionally experiences performance problems, especially when handling huge data sets or sophisticated machine learning models. Longer waiting times and delayed execution times may result from this. Versioning difficulties can occasionally occur with Anaconda software, especially when changing packages or dependencies. This may result in conflicts between various package versions and errors or unexpected behaviour. **What problems is Anaconda Core solving and how is that benefiting you?** Data scientists and developers may more easily manage and install the various packages and dependencies needed for their projects thanks to Anaconda's extensive package management system. Time is saved, and production is increased. Environment Management: Anaconda enables users to build and maintain isolated environments, preventing conflicts between various packages' and dependencies' versions and promoting code reproducibility. Data Science Libraries: A number of well-known data science libraries, including NumPy, Pandas, and Scikit-learn, are pre-installed in Anaconda, making it simpler for data scientists to get started on their projects without having to manually install and set up these libraries. ### 29. Anaconda **Rating:** 4.5/5.0 stars **Reviewed by:** ATHIMALA T. | Enterprise (> 1000 emp.) **Reviewed Date:** June 14, 2023 **What do you like best about Anaconda Core?** Its ability to provide a convenient way of deploying and managing various packages required for the application in a single place attracts me to use Anaconda for development works. **What do you dislike about Anaconda Core?** The only thing I felt is that it slows down my local machine and takes a lot of time to restart or to set up. And it consumes more disc space. Other than these, it's absolutely great! **What problems is Anaconda Core solving and how is that benefiting you?** It is able to provide me with a one-stop solution for developing applications that require various packages and SDKs by effectively managing and deploying the required packages. ### 30. The packages it provides is really great and make like of a developer easy **Rating:** 4.0/5.0 stars **Reviewed by:** Akash K. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 09, 2023 **What do you like best about Anaconda Core?** I really like anaconda because so many pre-installed packages are available there that make it simple for developers and data scientists to get started on their projects without having to spend time installing and configuring dependencies. I prefer using the Anaconda terminal. Moreover, Anaconda is accessible to a large number of consumers thanks to its availability across several platforms, including Windows, macOS, and Linux. **What do you dislike about Anaconda Core?** The only thing I dislike about anaconda is that it takes a long time to open. Because of that, I prefer using the anaconda terminal rather than using navigator app. **What problems is Anaconda Core solving and how is that benefiting you?** It provides a lot of extensions that help to make day to day life of a developer easy, and I think it is a perfect tool for a Data Scientist. It helps by providing all the tools for Data Science in one place. ### 31. Python ( use for programming or analysing ) **Rating:** 5.0/5.0 stars **Reviewed by:** Romit K. | Data Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** December 12, 2023 **What do you like best about Anaconda Core?** its easy coding . Its environment which is free to access. **What do you dislike about Anaconda Core?** Nothing here to disliken in anaconda . Its jupyter notebook is preety much good. **What problems is Anaconda Core solving and how is that benefiting you?** I am using in data analysis ### 32. Anaconda made Data Science easier **Rating:** 5.0/5.0 stars **Reviewed by:** Sahil K. | Associate Data Science Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** April 12, 2023 **What do you like best about Anaconda Core?** The best thing I like about Anaconda is that it is very easy to download. It is an open-source application, so that anyone can download it for free. We can effortlessly access files and folders. It is the best tool for writing your Python code and for those starting their career in data science. **What do you dislike about Anaconda Core?** After using Anaconda for a long time, I noticed that it consumes a lot of the device's RAM, making the system slow. Anaconda will work best with high-specification computers. Anaconda does not have GIT integration. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda is solving various problems related to data science and machine learning. It manages the packages and libraries used by the data scientist. For every use case, we can set an environment that helps manage different projects simultaneously. It also solves the problem of users new to data science with its user-friendly desktop application. ### 33. The best Python Coding Platform **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** June 02, 2023 **What do you like best about Anaconda Core?** I like how easy is to set up Anaconda on your local machine. The ability to easily install various Python packages is another great advantage of this platform. The ability to organize your coding experience is a fantastic feature that Anaconda provides. Another great feature of Anaconda is the community support you can get. **What do you dislike about Anaconda Core?** I think one aspect that can be greatly improved about Anaconda is the user interface. I think programming platforms like Anaconda lack the modern interface that improves user experience. One downside of the Anaconda package management is that it is not easy for beginner users, and they might find it confusing to navigate. And If they can bring down the installation size that would be a huge plus. **What problems is Anaconda Core solving and how is that benefiting you?** The main application for me and my colleagues was to solve machine learning problems and evaluate different models. I also used it for interactive visualizations when needed. The speed and power of Anaconda in performing different actions were great assets for solving data science problems. ### 34. Great for all uses **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** May 21, 2023 **What do you like best about Anaconda Core?** It encapsulases everything together neatly, once it is downloaded setting up enviroments and project basis is very fast and most importantly encapsulated. Versitile, I use it both on my personal windows and my work ubuntu works great on both. Plus their documentation and explanation is great so helps for anyone new to the field. **What do you dislike about Anaconda Core?** It does stack alot of space if not cleaned every once in awhile, you might notice it taking up big chuncks of space. Be sure to clear any unused libraries or enviroments. **What problems is Anaconda Core solving and how is that benefiting you?** Encapsulating project enviroments easily, helps in downloading all revelant packages quickly and using them neatly. also it allows a quick download of all IDEs from pycharm to jupyter notebook. ### 35. Great IDE for Python coder **Rating:** 5.0/5.0 stars **Reviewed by:** VASANTH K. | Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** July 22, 2023 **What do you like best about Anaconda Core?** It comes with great libraries and also supports a wide variety of Python libraries for effective programming **What do you dislike about Anaconda Core?** It is hard for users who use pycharm or vs-code ide to configure Anaconda **What problems is Anaconda Core solving and how is that benefiting you?** It helps me to develop & analyze machine learning models and used them in data science projects ### 36. Good if you need to work with binary packages **Rating:** 4.0/5.0 stars **Reviewed by:** Patrick A. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 03, 2023 **What do you like best about Anaconda Core?** Anaconda is a great solution if you need to work with binary packages. It's dependency solver can also handle complex cases. **What do you dislike about Anaconda Core?** The conda dependency solver can be very slow sometimes. It needs performance improvements. **What problems is Anaconda Core solving and how is that benefiting you?** When we have binary dependencies, anaconda is the best solution out there for managing those dependencies. ### 37. One Stop solution for a python developer need **Rating:** 5.0/5.0 stars **Reviewed by:** Shravan K. | System Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 22, 2022 **What do you like best about Anaconda Core?** Anaconda gives us a place to access different tools like jupyter notebook, and machine learning tools like libraries like TensorFlow, scikit-learn and Theano. Data science libraries like pandas, NumPy and Dask so we can work on one interface instead of installing many applications. **What do you dislike about Anaconda Core?** It is on the heavy side for processor usage as it contains many applications that might not be needed; it takes some time to load and slows down the computer eventually, but considering it also helps incorporate several API in one makes it manageable. **What problems is Anaconda Core solving and how is that benefiting you?** Direct access to jupyter notebook is a boon as we don't have to use the cloud version, which makes us dependent on network parameters. It also has access to the solid debugging platform Spyder which I don't use often but need during production. ### 38. Open Source distribution for python. **Rating:** 4.5/5.0 stars **Reviewed by:** Mohammad A. | Digital Specialist Engineer, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** December 22, 2022 **What do you like best about Anaconda Core?** *Anaconda is one of the most used and free open source available on the internet for python and R languages. *Best suited for data sciences and Machine learning projects. It provides no of the free package to install and work in a python environment on our desired settings. *Numpy, Matplolib, pandas and many more are very fast and effective on it. *We can use jupyter notebook also here. **What do you dislike about Anaconda Core?** *Anaconda is a heavy tool; that's why it sometimes lags to get opened. *Sometimes launch issues but overall good experience. **What problems is Anaconda Core solving and how is that benefiting you?** *Its range of community users is high. Easy access to files and folders. *It gives us a very great user interface experience. I have used Jupyter Notebook for a project based on data extraction. ### 39. Environ-mental friendly ANACONDA **Rating:** 5.0/5.0 stars **Reviewed by:** Agustin M. | Software Analyst, Pharmaceuticals, Enterprise (> 1000 emp.) **Reviewed Date:** December 22, 2022 **What do you like best about Anaconda Core?** The most helpful thing about anaconda are its environments, you can isolate any project you want without interfering with the rest of your projects, helping enormously along the way. **What do you dislike about Anaconda Core?** The least helpful thing about Anaconda its probably the lack of a beginner friendly experience, resulting in a steep learning curve at the start, but after that its fantastic. They are doing a lot with the tutorials but it still is a hard to approach at first system. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda is solving the isolation on projects and making sure every step of the way is secure and doesn't involve an expert skill tree to perform at senior levels. ### 40. it's a user friendly platform help beginners to code in an easy way in python **Rating:** 4.5/5.0 stars **Reviewed by:** Nàkshatra S. | data analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** December 01, 2022 **What do you like best about Anaconda Core?** it's a user-friendly platform that makes it easy to interact with the new user entering to python code world. We don't need to write driver code and main code together. It's totally a beginner's platform **What do you dislike about Anaconda Core?** Sometimes we need to refresh the kernel again and again which sometimes becomes irritating. The application takes time to open the Jupiter notebook and sometimes lag's **What problems is Anaconda Core solving and how is that benefiting you?** Coming from a data analyst background, the anaconda is very beneficial for me as most of the data visualization tasks are done there, and compilation of the code is easy, fast and effective. It contains several machine learning functions, which help in proper visuals for analysis ### 41. Excellent product for python & AI developers **Rating:** 5.0/5.0 stars **Reviewed by:** Vijay I. | Senior Consultant ML, Mid-Market (51-1000 emp.) **Reviewed Date:** August 29, 2022 **What do you like best about Anaconda Core?** Anaconda has excellent support for python developmental projects. It has many tools like Jupyter, spyder, Jupyter lab etc for developing any python project. I always use jupyter notebook for most of my developments and this is really useful as we can easily install any python library required for the development. Installing any Python package using anaconda is really easy and all the dependencies are taken care of by anaconda. We can create a sandbox-like environment in anaconda which is isolated and can not affect any other applications. I like to work with anaconda environments for different projects. **What do you dislike about Anaconda Core?** Anaconda package requires more memory to run on any laptop thus low-end laptops can't able to handle this and it will hang the device. It would be better if anaconda optimises the package and reduce the memory usage to run smoothly. **What problems is Anaconda Core solving and how is that benefiting you?** It is the go-to software for people who are working in ML and AI as most of the algorithms are developed in python. So installing and testing any ML model is easy in an anaconda environment. It is helping in my professional work as I use it for developing all the projects. People who work in R and Python are recommended to use anaconda. ### 42. Anaconda **Rating:** 4.5/5.0 stars **Reviewed by:** AKULA N. | Enterprise (> 1000 emp.) **Reviewed Date:** June 13, 2023 **What do you like best about Anaconda Core?** It provides the ability to handle different packages and deploy them effortlessly. **What do you dislike about Anaconda Core?** The only disadvantage of Anaconda is that it slows down the local machine on which it is installed. **What problems is Anaconda Core solving and how is that benefiting you?** It helps me to manage and deploy required packages for the application in a single place. ### 43. Anaconda Review **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.) **Reviewed Date:** June 16, 2023 **What do you like best about Anaconda Core?** 1)Easy to use 2)supply various libraries pandas,numpy and various data analysis libraries and tools. 3)easier with installation and updation of packages. 4)supports version control system 5) helps in integration with tools such as pycharm and vs. code. **What do you dislike about Anaconda Core?** 1) Nothing as of such 2) It's a great tool **What problems is Anaconda Core solving and how is that benefiting you?** It helped me learn data science and analytics conveniently. It supports libraries such as numpy, pandas, matplotlib, and sci-kit learn. ### 44. Best python coding platform I've used **Rating:** 5.0/5.0 stars **Reviewed by:** MOHAMED R. | big data student, Small-Business (50 or fewer emp.) **Reviewed Date:** September 19, 2022 **What do you like best about Anaconda Core?** It is among the best platform that I have used to develop my skills and complete my projects in data science with python I can say it's the best platform I've ever seen **What do you dislike about Anaconda Core?** It can be said that the platform needs some minor improvements, such as the automatic saving feature, as well as not opening the project from the beginning, i.e. the availability of the feature to save the last projects **What problems is Anaconda Core solving and how is that benefiting you?** One of the best things about this platform is that you can always write the code in a piecemeal way, as well as refer to the last change you made, as you can see all the project details in an easy, clear and fun way ### 45. My experience with Anaconda **Rating:** 4.0/5.0 stars **Reviewed by:** Moustafa Medhat A. | System Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 07, 2022 **What do you like best about Anaconda Core?** I like that I can create multiple environments on Anaconda, which enables me to customize each environment based on my needs and the project I am working on. Also, I like that Anaconda allows me to choose the version of python and the version of any package like TensorFlow that I deal with. **What do you dislike about Anaconda Core?** Anaconda consumens a lot of memory that sometimes causes my PC to restart itself because of the lack of memory. I don't like that I can't downgrade the python library after installing it. Also, I can't edit or rename the environment after initializing it. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda is helping me deploy large machine-learning models as it allows the integration between different packages and libraries. It enables me to download and use several notebooks like jubter, spyder, etc., and it is very efficient in tasks like data visualization. ### 46. Using Anaconda for managing python environments **Rating:** 4.0/5.0 stars **Reviewed by:** Deepak M. | Owner, Small-Business (50 or fewer emp.) **Reviewed Date:** February 21, 2023 **What do you like best about Anaconda Core?** I the following about Anaconda. 1. Creating python environments - creating new environments is quick and easy 2. Adding packages - conda packages contains most of the packages that are needed 3. Jupiter Notebook is very user friendly and easy to learn **What do you dislike about Anaconda Core?** - Few packages cannot be found on conda install **What problems is Anaconda Core solving and how is that benefiting you?** Managing python environments with good GUI is easy to read. Also, sharing environment files for other users is easy ### 47. One of the best Data science Application. **Rating:** 4.5/5.0 stars **Reviewed by:** Manoj Y. | Data Scientist, Mid-Market (51-1000 emp.) **Reviewed Date:** September 28, 2022 **What do you like best about Anaconda Core?** My team has used Anaconda for data science and python developing programs for the last 1.5 years. In my view, the best tool I have ever used for coding. I finished three projects for my clients with the help of Anaconda and great UI for developers, and the tools are easy to navigate and understand. In the last update, performance is better than previous. **What do you dislike about Anaconda Core?** If you have a low-end pc, you have to face glitches when starting the application because RAM utilisation is high by Anaconda; at least 8 GB RAM you have for best performance, compared to windows, works slow on Linux. **What problems is Anaconda Core solving and how is that benefiting you?** Our team did three projects with the help of Anaconda, which is an excellent achievement for our team; also, working on the next one for the big-budget project, the Coding experience with Anaconda was terrific. ### 48. Anaconda **Rating:** 4.5/5.0 stars **Reviewed by:** Ashish K. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** October 28, 2022 **What do you like best about Anaconda Core?** This software is like a combination of the all the software like it's included all the type of software which you need for the coding like Spyder , Jupyter notebook, Vs code **What do you dislike about Anaconda Core?** This software consume more space and if you need to working on perticular software like Spyder then you can also download from here but also it consumes also it's different space second if you download one library in one software then you also need to download that library for other software. **What problems is Anaconda Core solving and how is that benefiting you?** If it solve module or library download problem then this software is really best software for user if they work on the machine learning and artificial intelligence.and if it provides some more features then that's great. ### 49. Is anaconda any good? Definitely YES!! **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.) **Reviewed Date:** November 23, 2022 **What do you like best about Anaconda Core?** Yes! It is. Anaconda is an open source tool. We can find many integrated tools as pandas, matplotlib, Numpy, spyder, R studio, Jupyter notebook, Jupyter lab and more. Users who work on Data science can use this tool without installing any packages using pip. It supports python and R programming. And the UI is very simple that anyone can easy use it. **What do you dislike about Anaconda Core?** Only thing is we need to install the software once and the startup time is slow. It takes time to open the software and load the tools. Other than this Anaconda can be a pleasant experience for machine learning and data scientists. **What problems is Anaconda Core solving and how is that benefiting you?** Machine learning projects requires many packages and tools to perform complex tasks which we need to install using pip command or wheel tool. But anaconda provides everything in a finger tip, which is very convenient. ### 50. Best tool collection for ML beginners **Rating:** 4.5/5.0 stars **Reviewed by:** Jahanvi R. | Enterprise Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** October 01, 2022 **What do you like best about Anaconda Core?** Installing and using anaconda is quite simple. It is just a collection of tools that are used for Data analytics and Machine Learning. Install anaconda and you are good to go. It comes with own command line installer and you can easily install dependency using the "Conda install TOOL_NAME". **What do you dislike about Anaconda Core?** Heavy space requirement because it is a collection of multiple tools. I can easily install separate tools as per my requirements -- there is no need for Anaconda. **What problems is Anaconda Core solving and how is that benefiting you?** It is a collection of tools clubbed together for machine learning and data analytics enthusiasts. Instead of downloading every tool and configuring every tool separately --> developers can just download anaconda and setup once, and they are good to go. ## 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=3§ion=pricing&secure%5Bexpires_at%5D=2026-08-07+06%3A52%3A58+-0500&secure%5Bsession_id%5D=ae4309cd-ada4-4547-97ab-0822ecc81517&secure%5Btoken%5D=18f54d03cd7684292447e7a3eacbd2af89d18ae99c9e1a19d2b83346c5f5007f&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 **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **System** - Data Ingestion & Wrangling - Real-Time Data **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training - Database Support - Multi-Language **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 **Additional Functionality** - Customizable Reports - Collaboration Tools - Data Extraction - Semantic Search - Data Storage Management - Ad hoc Reporting - Reporting/Analytics - Predictive Analytics - Activity Dashboard - Access Controls/Permissions - Visual Analytics - Data Mapping - Data Synchronization - Statistical Analysis - Categorization/Grouping - Trend Analysis - Data Profiling - Linked Data Management - Data Visualization - API - Multiple Data Sources - Sentiment Analysis - Search/Filter - Data Import/Export - Data Capture and Transfer - AI Copilot - Monitoring - Data Connectors - Ad hoc Analysis - Text Mining - Reporting & Statistics - Predictive Modeling - Real-Time Analytics - Configurable Workflow - Tagging - Endpoint Management - No-Code - Data Preparation - Auditing - Big Data Analytics - ML Algorithm Library - Data Management - Activity Tracking - Data Security - Workflow Management **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image - Generative AI **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 - Third-Party Integrations ## Top Anaconda Core Alternatives - [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) - 4.3/5.0 (54 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)