--- 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: '2026-07-13' 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 commend the **ease of use** of Anaconda Core, making installation and management of packages effortless across platforms. (74 reviews) - Users commend the **easy setup** of Anaconda Core, facilitating efficient project initiation and management in data science. (39 reviews) - Users find Anaconda Core to enhance **efficiency** in development through seamless integration and easy package management. (27 reviews) - Users value the **intuitive interface** of Anaconda Core, facilitating efficient management and access to necessary tools effortlessly. (25 reviews) - Users value the **coding ease** provided by Anaconda, enjoying effortless access to essential tools and seamless environment management. (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 high memory usage and absence of automatic backups. (11 reviews) - Users report **slow performance** in Anaconda Core, especially during package installations and when using older hardware. (11 reviews) - Users find Anaconda Core **lacking features** , particularly in the Free Tier and accessibility of new tools and insights. (10 reviews) - Users feel the **limited features** of Anaconda Core hinder usability and lack essential tools for effective development. (9 reviews) - Users find the **heavy installation size** of Anaconda Core cumbersome, particularly with storage constraints and slow download times. (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. Full bunch of good quality ides **Rating:** 5.0/5.0 stars **Reviewed by:** Dilip J. | Senior Salesforce Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** February 18, 2021 **What do you like best about Anaconda Core?** Best for setting your python environment. Anaconda is the best data science version control tool in the present time. This is the best solution that is packed with lots of ideas and good features. With anaconda, you can easily create, remove, and switch environments to run. **What do you dislike about Anaconda Core?** Nothing to dislike in anaconda because it comes with all the libraries that you required for your account setup. Anaconda comes with a lot of features but some features are premium that is one of the best requirements. One thing that I dislike is that there are no benefits for the students. and students should have some extra benefits to exploring the advanced options that can be beneficial for them to have some real-world experience. Anaconda has a very high subscription for the businesses as well. **Recommendations to others considering Anaconda Core:** I would like to recommend the user who wants to use RPA. and Create a private environment for the different projects and It is free to use and explore the basic community version with full functionality **What problems is Anaconda Core solving and how is that benefiting you?** I am a machine learning engineer and certified data scientist who is solving some real-world problems and used to teach students. I generally used to work on the project that is beneficial for me as well as the society to make life easier. I used to create machine learning models and host them on the cloud. I used anaconda as my primary software to work on my projects. ### 2. Anaconda Enterprise Review **Rating:** 4.5/5.0 stars **Reviewed by:** Jay T. | Intern, Mid-Market (51-1000 emp.) **Reviewed Date:** December 07, 2020 ### 3. Different set of tools for advance programmers **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** February 01, 2021 **What do you like best about Anaconda Core?** Anaconda enterprise is one among it's native different tools. It stood alone when we talk about data science. It has many softwares in it and also helps to fix there dependencies and integrated functionality without conflicting with there environments as anaconda creates a virtual for them that separates it from other tools of the system. **What do you dislike about Anaconda Core?** Anaconda is one of the trending and most liked tool for data analysis because of it's complete set of small tools. But this makes it a bit bulky which requires heavy computation and is not compatible with old system. Although it's not a big issue to discuss but it's libraries requires commands like pip to operate which makes me disappointing at some level. **Recommendations to others considering Anaconda Core:** Anaconda is a complete libraries of tools in itself. All those who wants to sharpen there skills can connect to anaconda community in order to grow more. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda comprises of many data analysis and data science tools which is a fascinating way to complete your work. Working in the data science internship projects I mostly preferred anaconda because of it's unique environment that it provides to run different softwares on the system and for the dependencies that it distinguished with on it's own. We don't always need to install different version of python for different libraries and tools, anaconda takes care of all about it. It helped me in completing my every goal with some good results and impressive impression on the viewers faces. ### 4. Best IDE for starters **Rating:** 4.5/5.0 stars **Reviewed by:** Rahul N. | Data Research Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** August 24, 2021 **What do you like best about Anaconda Core?** Perfect for learning and programming, a lot of ready-to-use libraries are present. Version management is easy to control. **What do you dislike about Anaconda Core?** It is heavy on resources and hence lags sometimes, an option to install only required packages would be excellent. **What problems is Anaconda Core solving and how is that benefiting you?** I used anaconda platform for python programming and development ### 5. The best IDE for data science **Rating:** 5.0/5.0 stars **Reviewed by:** Alejandro B. | Business intelligence specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** June 17, 2021 **What do you like best about Anaconda Core?** What I like the most is the versatility from a familiar programming environment and also the app for an online notebook that compiles. I think it is one of the most significant features all in one place **What do you dislike about Anaconda Core?** I think the environment management could be a little more user friendly **What problems is Anaconda Core solving and how is that benefiting you?** As a data scientist, I perform all my analysis and daily tasks on this platform giving real value to the company I'm working for ### 6. Anaconda Enterprise to program computer applications using interpreted languages **Rating:** 4.5/5.0 stars **Reviewed by:** Carlos A. | Project Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 13, 2021 **What do you like best about Anaconda Core?** That the community version is free and that the creation of virtual environments is simple. **What do you dislike about Anaconda Core?** That the documentation is not robust enough to walk you through the steps with no external aid. **Recommendations to others considering Anaconda Core:** Follow online tutorial by other users **What problems is Anaconda Core solving and how is that benefiting you?** Machine Learning applications ### 7. Seamlessly connect to apis for using the power of python for data analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** September 01, 2021 **What do you like best about Anaconda Core?** Easy to install all the required packages/library for use of data analysis. Jupyter notebook can be used after installing this for writing python codes **What do you dislike about Anaconda Core?** No point of dislike as such. Sometimes it is hard to add missing library. **Recommendations to others considering Anaconda Core:** Good tool for data analysis **What problems is Anaconda Core solving and how is that benefiting you?** I am using anaconda to automate data integrity checks using a python code and connection to hive database ### 8. Anaconda putting the squeeze on python coding. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.) **Reviewed Date:** September 16, 2021 **What do you like best about Anaconda Core?** As a newcomer to programming, Anaconda has made it easy to organize and execute batches of code for assisting in automating my daily workflow. **What do you dislike about Anaconda Core?** I have not found anything that I dislike about Anaconda yet. **What problems is Anaconda Core solving and how is that benefiting you?** I am able to take some of my daily repetitious activities and automate them and increase my productivity. ### 9. Anaconda is great for Python **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** October 19, 2019 **What do you like best about Anaconda Core?** I really enjoy that when you write code in any field, you can always go back and make changes/edits to the cell. **What do you dislike about Anaconda Core?** Sometimes if the terminal is down you cannot really do much on Anaconda. It might just be my computer but it is a continuous issue. **Recommendations to others considering Anaconda Core:** I would like to hear other user's experiences and feedback on what they think about the software. **What problems is Anaconda Core solving and how is that benefiting you?** Currently, I am solving housing prices in NYC depending on Airbnb locations. Analyze the locational patterns of Airbnb rentals. What relationships can you find between these and the locations of various types of metropolitan area venues? ### 10. Awesome tool for data analytics and data science professionals **Rating:** 5.0/5.0 stars **Reviewed by:** Gaurav S. | I, Enterprise (> 1000 emp.) **Reviewed Date:** November 06, 2020 **What do you like best about Anaconda Core?** Lots of preloaded libraries and its compatibility with many languages and notebooks. It is perfect for python and R. You do not have to download the Rstudio separately. It is already included in it. Perfect tool. **What do you dislike about Anaconda Core?** It could maybe include some more libraries into the preinstalled list. **Recommendations to others considering Anaconda Core:** Great tool. Has both the IDEs as well Libraries included in the conda environment. Great package for the programmers who are into data analysis or data science. **What problems is Anaconda Core solving and how is that benefiting you?** I am utilizing the conda environment for using Jupyter, Syder and RStudio. ### 11. Anaconda Enterprise Review **Rating:** 5.0/5.0 stars **Reviewed by:** Aaron T. | Business Process Analyst 3, Mid-Market (51-1000 emp.) **Reviewed Date:** March 30, 2021 **What do you like best about Anaconda Core?** Quick and easy access to different programming platforms. I use Spyder for Python programming. **What do you dislike about Anaconda Core?** I do not have any dislikes with Anaconda Enterprise **What problems is Anaconda Core solving and how is that benefiting you?** Using Python (Spyder) to do predictive analytics for University Enrollment/Retention and Graduation ### 12. Found difficulties while installing Environments **Rating:** 4.0/5.0 stars **Reviewed by:** Diwakar B. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** February 09, 2021 **What do you like best about Anaconda Core?** Lots and lots of enviroments of python can be created with different libraries. **What do you dislike about Anaconda Core?** Hard to install libraries sometimes using pyip and also with conda e.g. tensorflow-gpu after installing doesn’t relect on environment in jupyter notebook **What problems is Anaconda Core solving and how is that benefiting you?** Great interface and all of things like jupyter notebook, spyder and CLI and all at same place for every environment. ### 13. Set of tools **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** July 27, 2020 **What do you like best about Anaconda Core?** It is the best tool to deal with any type of programming languages. It helps develop code, models, projects and even websites requiring multiple languages ​​simultaneously. It has a unified environment for all mediums that helps us manage and run Python modules and packages simultaneously. Inside it are packages of several Python and other languages ​​that are already installed which makes the tool ready to use. **What do you dislike about Anaconda Core?** It has some flaws with this integrated environment such as it being a kernel that freezes the entire system when stuck. It also makes it a layout to fluctuate while training any model. It is huge in size which makes it difficult to install on old system. This tool requires modern processing power and large memory to run all together. **Recommendations to others considering Anaconda Core:** It is one of the best available joint packages of software tools and softwares that are available for free. It is easy to use and slightly efficient. One can easily use it in any detail. Nowadays most of all developers use it. **What problems is Anaconda Core solving and how is that benefiting you?** It is a set of professional tools that a developer must have. It helps me in my Python tasks, with the help of Jupiter I can manage to find bugs and resolve errors as it results in a code cell. Inside it is a device called Spider that helps develop a complete set of codes at once. This is the major benefit with the facility to support multiple languages ​​simultaneously. ### 14. Anaconda and it's features **Rating:** 4.5/5.0 stars **Reviewed by:** Dharmesh G. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 25, 2020 **What do you like best about Anaconda Core?** Anaconda supports a wide variety of softwares featuring inter-dependencies that help manage modules inside it. This is beneficial for analysts and development purpose because it hosts some softwares that are capable of running multiple languages ​​at once and integrate them for development. **What do you dislike about Anaconda Core?** Although it was well built software, one of its tools i.e. Jupiter Notebook runs on a browser on localhost which sometimes causes failures due to browser issues. And this size, it is so large that it requires more than 4GB of RAM to run smoothly on devices. It needs to be shut down before other software can be started and it is physically not possible to run this software on older devices. **Recommendations to others considering Anaconda Core:** It is highly recommended for every programmer for better work progress and time management. A programmer can use a lot of language on their tools and process any kind of project. This tool supports all libraries and modules of Python. **What problems is Anaconda Core solving and how is that benefiting you?** In my field of analytics and product development I need to work on many different languages ​​which require a lot of dependencies and criteria. At that time the inter-dependencies of Anaconda help me support replication modules on all the products that help me to start directly with the development of my project. ### 15. Set of tools that are useful for programmers and developers **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** June 02, 2020 **What do you like best about Anaconda Core?** If we talk about the tools required for programmers and developers than there are a bundle of these tools which requires a lot of adjustment and storage and memory so to solve these problems anaconda supports a large set of tools with all adjustments that help users to save there time and memory. And due to this integrated bundle all the tools can run easily and efficiently so that there would not be any problem. **What do you dislike about Anaconda Core?** Although it contains a set of tools but due to those tools it makes it bulky on installation which is incompatible with old systems and also requires heavy memory to process well. It although helps by providing basic tools for programmers and developers but sometimes an error will cause it inappropriate and needs to be reinstalled after uninstalling **Recommendations to others considering Anaconda Core:** A perfect set of tools required for every programmer and developer. It consists of tools for every programming language. Tools like spyder, jupyter, visual studio, rstudio etc **What problems is Anaconda Core solving and how is that benefiting you?** It helps me in my development phase as being a developer I would require a software on which I can code or program on multiple languages but due to single language support most tools are inappropriate for me to get my work done. I always prefer anaconda for that because of it's set of tools it provides are best for any programming phases ### 16. Helpful tool for programming and performing programming related tasks. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** May 30, 2020 **What do you like best about Anaconda Core?** A helpful set of tools that comprises of many programming IDEs in it. It contains Jupyter notebook, Spyder, R studio, Visual studio code that are very helpful for programming purposes. These tools also helps to integrate more than one languages which helps for the development phase. It's best part is that after installing anaconda one would not require to install additional environment or IDE for basic languages **What do you dislike about Anaconda Core?** As we know it is a very helpful set of tools in today's era but along with it's cons there are some problems too which comprises of increase in the size which requires a lot of time to open as it requires a lot of RAM which means it difficult to run it on old devices that well **Recommendations to others considering Anaconda Core:** In my opinion this is a complete set of programming IDE by which everyone should prefer it in order to get rid of installing many tools one by one. It holds a helpful interface which help to navigate through tools easily and also set required paths and environment on it's own at the installation time **What problems is Anaconda Core solving and how is that benefiting you?** The best part of this tool which I like the most is it's inter-dependencies in which if I have installed any particular modules in python which is my pre-requirement due to my analytics work than anaconda will set that module for it's every tool which means I don't have to install that module for every tool in it. In my analytics and development work I want to code on different language which needs to be integrated that gets fulfilled by it's visual studio code which is build to combine many languages together. ### 17. An amazing bundle of software IDE that supports different languages at a time **Rating:** 4.5/5.0 stars **Reviewed by:** Rahul S. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 27, 2020 **What do you like best about Anaconda Core?** It supports a wide range of software in it that are used for development purpose. It provides a complete environment to those software so that there efficiency vould be increased and don't cause any failure while processing. It has been used on professional level as a symbol of handy tool with complete development pack. On one time installation it gives support of those modules on it's every supported tools that it holds. **What do you dislike about Anaconda Core?** As it supports a good range of effective software that supports programming languages and helps in development of modern tool and technologies but all the tools are collaborated or depends on this single enterprise as this provides an environment for them to run. If in case of any error or failure in anaconda it would lead to fail all the supported software it holds. For extra modules user should have to write code for it's installation **Recommendations to others considering Anaconda Core:** I would like to highly recommend it to others due to it's support of many efficient tools and also it runs perfectly on it's environment. In my opinion for development person one will surely use it once as at that time it will become there basic requirement by which many tools are required and with it's integrated environment it's services are at the best level. **What problems is Anaconda Core solving and how is that benefiting you?** As I am a data science enthusiast my work mostly depends on Preprocessing of data which requires python and R programming language which means sometimes I need to look the whole code together and some time to build project which requires collaboration of many languages that is supported by one of it's tool visual studio which is used to manage many languages together ### 18. An amazing IDE tool that provides many sub platform to code on different languages **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** May 27, 2020 **What do you like best about Anaconda Core?** It provides many platforms inside it that can be used further for development process like spyder, jupyter, visual studio, r studio and many more. It also provides a complete different environment to support these software and also installation of other optional services are not required. Only the later modules are need to be added which then supports on all software of anaconda on single installation **What do you dislike about Anaconda Core?** This tool supports a lot of features and also many language based platforms are associated with it but because of this it makes anaconda a heavy software that require minimum 4GB ram for smooth processing and also once there is a problem in it than all connected software gets affected too. **Recommendations to others considering Anaconda Core:** It is an amazing tools integrated software that helps you by providing a lot of IDE at the same time. Any technical person can use it in an effective manner without facing any issue as it's interface is also very easy to use. Moreover it's tools supports a wide range of programming languages which helps every technical person in one or other way. **What problems is Anaconda Core solving and how is that benefiting you?** As I am in the field of Data Science a stream of python and R languages, mostly I require a platform to code one that show me the whole code at once place and sometimes a part of code than its output so for this it helps me to switch among those tools very easily. It's tools helps me to build smart and real life projects very efficiently and in no time they shows the output as well. ### 19. Anaconda for data scientists **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** July 20, 2020 **What do you like best about Anaconda Core?** One of the most important advantage of anaconda enterprise is it is an open source platform.We can run our python and r code easily. I personally feel anaconda has one of the best UI. Anaconda can be installed on standalone machine . It provide several build in python and r packages. On anaconda one can create their own environment and work. One can also install several packages which are required.It also provides proper documentation on how to use the software.Anaconda provides several features like JupyterLab, Jupyter notebook, spyder, RStudio etc which are really good.There are several videos for new users on how to use the software.There is a dedicated community forum which helps you to solve your errors.Anaconda has its own command prompt through which you can install any packages, create environment.Anaconda software is to easy to install.We can integrate anaconda with Visual studio code , PyCharm ,Atom-IDE , Starship (Shell) . Through anaconda one can use powerful libraries like numpy , pandas, scikit-learn etc. **What do you dislike about Anaconda Core?** There is no such thing that i dislike about anaconda software. **Recommendations to others considering Anaconda Core:** Yes ,i would like to recommend this software to all who wants to learn python, data visualization,data cleaning, machine learning ,deep learning,feature engineering. **What problems is Anaconda Core solving and how is that benefiting you?** I'm using anaconda for learning python, data visualization, deep learning, machine learning,data cleaning, feature engineering,pandas, numpy etc. ### 20. Great tool for Python Developers **Rating:** 5.0/5.0 stars **Reviewed by:** Nishant K. | Associate Product Manager, Enterprise (> 1000 emp.) **Reviewed Date:** November 24, 2020 **What do you like best about Anaconda Core?** Ease of Usage. Multiple cell in Notebook allows easy debugging. Can be easily shared **What do you dislike about Anaconda Core?** Make sure to Manually save Checkpoint every once in a while. **What problems is Anaconda Core solving and how is that benefiting you?** Automation using Jupyter Notebook. benefits- Quick Automation and easy sharing ### 21. Anaconda: Python in a bag **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.) **Reviewed Date:** November 26, 2020 **What do you like best about Anaconda Core?** Easy to deploy, vast community that can offer support and very easy to create environments. **What do you dislike about Anaconda Core?** Does not always allow you to stay up to date with modules or particular GitHub installations. Size can be an issue. **Recommendations to others considering Anaconda Core:** Your experience with anaconda can be the most useful If you are not planning on using free modules or extras available on the internet. **What problems is Anaconda Core solving and how is that benefiting you?** Scientific computing and intensive statistical computation ### 22. An essential tool for Data Science **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** December 17, 2020 **What do you like best about Anaconda Core?** Simple integration of Jupyter notebooks for EDA and prototyping, Spyder for writing more complex scripts and ease of package management. RStudio is a nice added bonus too. **What do you dislike about Anaconda Core?** Prone to bugs when you're maintaining multiple envs and package versions. Hangs while updating. **What problems is Anaconda Core solving and how is that benefiting you?** Solving NLP problems using Jupyter, experimenting with new approaches to advance our current offering. ### 23. Best application for doing python project and work with libraries **Rating:** 4.0/5.0 stars **Reviewed by:** D.G.R. M. | Small-Business (50 or fewer emp.) **Reviewed Date:** January 29, 2020 **What do you like best about Anaconda Core?** mainly easy installation. Anaconda provide mainly there are four tabs. these are Home, environment learning and community each tabs more helpful for us as a example home tab include provided notebooks studio (R) etc... and also its provide more tutorials its self and also community facilities. when using environments tab we can install packages for the machine easily and we can use as a interpreter for the other IDE. **What do you dislike about Anaconda Core?** Anaconda use many resources while run time in the machine. as a example when we use jupyter note book with browser some time browser show not responding status. **Recommendations to others considering Anaconda Core:** i highly recommend for all experts and beginners. and its help to go to right direction. and also we can learn about easily. and that have more tutorials **What problems is Anaconda Core solving and how is that benefiting you?** we can easily install packages like opencv, numpy etc... and easily installatio. if we are beginners fro the anaconda they provide tutorials, documentation etc... ### 24. Anaconda package for python coding and other data analytics tools **Rating:** 4.5/5.0 stars **Reviewed by:** Brendon M. | Chemical engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 05, 2019 **What do you like best about Anaconda Core?** I like that Anaconda is a package that contains 7 essential tools. The most common tools are python and R programming tools which are common in the data analytics field. I like that the package is completely free so anyone can easily download and use it. Anaconda is also available on several operating systems such as Windows,Mac and Linux so more people can use it regardless of their operating system. I like that there is an active community that is constantly working on improving the package and constantly providing essential updates.Finally ,I like that the user interface is clean and simple which makes it quite easy to use. **What do you dislike about Anaconda Core?** I dislike that anaconda does not come fully with all the essential addons, one has to install them individually. If one has multiple versions of python installed, they may end up clashing with the one in the Anaconda package. **Recommendations to others considering Anaconda Core:** Anaconda is a great package for anyone who wants to learn python or go into data analytics. It is free and easy to install. There is a lot of support from the online community so if you encounter any problems, you can easily ask for assistance. It has several tools packaged neatly into one so there is no hussle of installing multiple apps. **What problems is Anaconda Core solving and how is that benefiting you?** I usually use the spyder tool (python ) in Anaconda for writing code for data collection and sorting. The availability of addons such as BlueSoup allows for easier collection of data from internet sources. I also use numpy addon to sort and manipulate the large data sets. These two addons are just the ones I use a lot, however there are a lot of them available for different uses. ### 25. Anaconda Makes Python Easy **Rating:** 5.0/5.0 stars **Reviewed by:** Deryc P. | Postdoctoral Researcher at the ASU-SFI Center for Biosocial Complex Systems, Higher Education, Enterprise (> 1000 emp.) **Reviewed Date:** October 31, 2019 **What do you like best about Anaconda Core?** I really like the python notebooks. They allow me to run small sections of my code at a time. This saves time debugging because I no longer have to constantly comment out regions of my code during testing. I wish I would have discovered it sooner. Anaconda is a great tool for writing and managing your code. **What do you dislike about Anaconda Core?** There isn't much to dislike about Anaconda. It comes with its own package installer that you don't have to update every other day like you do with pip. I really can't say enough nice things about this platform. I guess if there was anything that I dislike, it is that running code through the python notebooks takes up memory space that I sometimes need for computation. I guess you can't have your cake and eat it too. **Recommendations to others considering Anaconda Core:** If you write code, any amount, you definitely need to try Anaconda. You will never look back. **What problems is Anaconda Core solving and how is that benefiting you?** I do a lot of data analysis with textual data. Python works like a charm. Anaconda makes those long coding sessions quicker because of all the built in features to help to package management and code implementation. I find it even useful when I am collaborating. ### 26. A Great Programming Distribution **Rating:** 5.0/5.0 stars **Reviewed by:** Rasheed P. | Enterprise (> 1000 emp.) **Reviewed Date:** April 06, 2020 **What do you like best about Anaconda Core?** It works very smooth to create python environments. The interface it provides is very nice and excellent and allows for a clean environment to work on. At least, using Anaconda can allow for novices to handle it. Anaconda is also much sufficient to take care of all requirements that may be needed. **What do you dislike about Anaconda Core?** Installation is quite slow, although does not seems to be complicated. It's just the speed **Recommendations to others considering Anaconda Core:** Anaconda is a tool that you should much anticipate. It is worth trying out. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda has been able to satisfy all our python requirements successfully without issue. This has improved our analytics experience. ### 27. Best platform for python beginners **Rating:** 4.0/5.0 stars **Reviewed by:** Prabodha R. | Small-Business (50 or fewer emp.) **Reviewed Date:** December 28, 2019 **What do you like best about Anaconda Core?** user friendly interface and easy to add library from searching environment tab and also it provide community features and learning ability. **What do you dislike about Anaconda Core?** it is usually get higher size of RAM from running machine. **Recommendations to others considering Anaconda Core:** I am highly recommend to the beginners in the software development field and also doing the project easily. **What problems is Anaconda Core solving and how is that benefiting you?** I have to do my research project using python and i am a beginner to ML etc. but when using anaconda navigator it help to run my codes easily. and also when installing process per install jupyter note book, R studio etc.. provide it self no need to install separately. ### 28. Smooth and a very helpful tool **Rating:** 5.0/5.0 stars **Reviewed by:** Jeet K. | Student, Mid-Market (51-1000 emp.) **Reviewed Date:** December 05, 2019 **What do you like best about Anaconda Core?** The tool is really helpful for a data scientist. Also, it contains many tools used for data analysis in one place which is very helpful when it comes to accessing different things from one place. The tool has different data analysis tools like R, Jupyter notebook, R studies, spyder, etc. **What do you dislike about Anaconda Core?** It takes a lot of time to load which can be improved. Also, it takes time to load large files and operate it using the tools. It can use concepts of cloud to integrate it online with some cloud technologies. **Recommendations to others considering Anaconda Core:** A good tool to use. **What problems is Anaconda Core solving and how is that benefiting you?** I am using Anaconda Enterprise to work on both R and python. It also gives me benefit of not installing it manually as it handles all the installation. It gives me the convenience of using all the technologies in one place and not going to other tools to using different technologies or languages. ### 29. one App for all Python and R Needs **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** July 03, 2020 **What do you like best about Anaconda Core?** It has everything needed built-in for Data analysis ,machine learning.Easy to understand work with it. it has jupyter notebook ,jupyter Lab ,Spyder etc... built-in **What do you dislike about Anaconda Core?** I do not have any dislikes in this anaconda. **Recommendations to others considering Anaconda Core:** I recommend this software to everyone who are into machine learning and Data science Domain **What problems is Anaconda Core solving and how is that benefiting you?** I Am using Anaconda and its Cloud facility for building Machine learning solution,in deep i am using it for building the Facial recognition model. ### 30. Anaconda Overall Review **Rating:** 4.5/5.0 stars **Reviewed by:** J K. | Research Assistant, Small-Business (50 or fewer emp.) **Reviewed Date:** October 23, 2019 **What do you like best about Anaconda Core?** Anaconda hosts a collection of apps so it's a great tool that offers multiple IDEs. When I downloaded Anaconda, it came with a series of apps so I didn't need to open/download them individually. **What do you dislike about Anaconda Core?** Minor concern but my biggest problem with Anaconda was that I couldn't close Anaconda itself when I was using any of the apps - this was honestly just a matter of personal preference/inconvenience as it crowded my deck but otherwise, all good. I also experienced some lags on occasion. **Recommendations to others considering Anaconda Core:** If you're looking for a set of easy, convenient, popular IDEs, Anaconda may as well be your go-to. Highly recommend other than minor inconveniences related to personal preferences. **What problems is Anaconda Core solving and how is that benefiting you?** I most often used Spyder through Anaconda so largely data analytics, data cleaning, data mining - anything involving data. ### 31. Can Handle very Complex Algorithms **Rating:** 5.0/5.0 stars **Reviewed by:** Abdulkareem I. | Data Analyst , Enterprise (> 1000 emp.) **Reviewed Date:** November 19, 2019 **What do you like best about Anaconda Core?** Anaconda is a very lovely data analysis software with a very wide range of functions. Any kind of data package we may need is definitely in Anaconda. In fact, we have been able to handle really complex algorithms with it. Algorithms that have been quite problematic before we started using Python. It has served us really well, and our overall experience with it is surely rated A **What do you dislike about Anaconda Core?** Anaconda is truly the best. No flaws with it since I have been using it **Recommendations to others considering Anaconda Core:** Anaconda is packed with several useful tools for you to try **What problems is Anaconda Core solving and how is that benefiting you?** The most impressive of it's capbilities to me is its ability to deal with complex algorithms of any kind ### 32. Using this for python development. Completely satisfied with it **Rating:** 4.0/5.0 stars **Reviewed by:** Sughosh J. | Full-stack Developer, Computer Software, Mid-Market (51-1000 emp.) **Reviewed Date:** September 25, 2019 **What do you like best about Anaconda Core?** The packages it offers, there are almost everything available on this. For data science starters this has everything. And the python version management is also great feature **What do you dislike about Anaconda Core?** when we run into some problems, theres not much clear documentation available on the anaconda site. We ll have to rely on 3rd party solutions. Maybe this can be improved **Recommendations to others considering Anaconda Core:** I can recommend this to almost everyone (developers), dint have any major problems with it **What problems is Anaconda Core solving and how is that benefiting you?** RIght now using it for mini projects for my projects. Using it for python. Using packages such as matplotlib, numpy, networkx etc ### 33. University project with Anaconda **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Mechanical or Industrial Engineering | Enterprise (> 1000 emp.) **Reviewed Date:** April 21, 2020 **What do you like best about Anaconda Core?** It is a fluid platform, it aims a simply package management and deployment and it is completely free. **What do you dislike about Anaconda Core?** If I want to use NumbraPro I have to buy licenses for it **Recommendations to others considering Anaconda Core:** I recommend if because it is fluid **What problems is Anaconda Core solving and how is that benefiting you?** I used Anaconda for a University Project and I really enjoyed it ### 34. Python use for data visualization **Rating:** 5.0/5.0 stars **Reviewed by:** Tugce E. | Graduate Student, Mid-Market (51-1000 emp.) **Reviewed Date:** October 29, 2019 **What do you like best about Anaconda Core?** Anaconda has Spyder environment to write your script in python language. It has variety of packages and libraries which creates easy and quick dealing with a large dataset. **What do you dislike about Anaconda Core?** One of the downside is the processing time. When I work in the other apps at the same time, data processing time is getting slower in Spyder. **Recommendations to others considering Anaconda Core:** If you use R or phyton languages, go for it! It will make your life easier **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda has other environments you can use not only spyder. The environments are easy to understand that's why I switched to Anaconda from IDLE. ### 35. Anaconda - good for old, difficult for beginners **Rating:** 3.5/5.0 stars **Reviewed by:** Carúmey S. | Intramural Research Training Award (IRTA) Fellow, Research, Enterprise (> 1000 emp.) **Reviewed Date:** November 19, 2019 **What do you like best about Anaconda Core?** I like that friendly interface of anaconda compared to other packages. I like that it is accessible and free as a new researcher. **What do you dislike about Anaconda Core?** I do not like how there can be a steep learning curve to understanding the software. As a new coder and programmer, t was not necessarily intuitive which may be natural but I have used other packages that were more intuitive. **What problems is Anaconda Core solving and how is that benefiting you?** Data analyses and programming for fMRI and psychoprogramming. ### 36. Ultimate solution for data science **Rating:** 4.5/5.0 stars **Reviewed by:** hemant J. | Hardware Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 06, 2019 **What do you like best about Anaconda Core?** It have faster speed for python programming than any other software and python is best language to represent the data science project. It's use for all AI application , machine learning ,large data processing etc. **What do you dislike about Anaconda Core?** I don't think any downside of this software. **What problems is Anaconda Core solving and how is that benefiting you?** It includes the libraries that make easy to code. And the libraries are simple you can remember it easily. ### 37. Anaconda Tool **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.) **Reviewed Date:** January 07, 2020 **What do you like best about Anaconda Core?** The best thing about anaconda is it is having anaconda manager, Most of the required libraries or packages are already installed. **What do you dislike about Anaconda Core?** The thing which i dislike is anaconda platform speed, i found it sometimes very slow. **Recommendations to others considering Anaconda Core:** Anaconda Package provides various Istanbul features such as jupyter notebook . **What problems is Anaconda Core solving and how is that benefiting you?** I have used anaconda environment for installing Jupyter notebook in python3. I have mainly used for managing different version of packages. ### 38. I like that it's easy to use **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** October 05, 2019 **What do you like best about Anaconda Core?** When my friend suggested me to start using it, I thought it would be hard to learn how to use it, but it really was easy and now I am happy that I started to use Anaconda **What do you dislike about Anaconda Core?** As I recently started to use the software, nothing yet! **What problems is Anaconda Core solving and how is that benefiting you?** We are a group of researchers that started to use python in deep learning and we chose to use Anaconda as we heard it is great ### 39. Anaconda allows for easy code management **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Biotechnology | Mid-Market (51-1000 emp.) **Reviewed Date:** November 21, 2019 **What do you like best about Anaconda Core?** Contain modules to install new environments **What do you dislike about Anaconda Core?** There are constantly problems with dependencies **Recommendations to others considering Anaconda Core:** It does help a lot **What problems is Anaconda Core solving and how is that benefiting you?** It allows to put big pieces of code together ### 40. Great for Python beginners **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in E-Learning | Mid-Market (51-1000 emp.) **Reviewed Date:** November 20, 2019 **What do you like best about Anaconda Core?** It is easy to use especially for Python beginners **What do you dislike about Anaconda Core?** It takes a while to start and doesn’t work well with Macbook Air **What problems is Anaconda Core solving and how is that benefiting you?** I use Anaconda for any Python projects. Python notebooks can be downloaded in form of .py as well. ### 41. Best application for python coding **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** October 22, 2019 **What do you like best about Anaconda Core?** It has every platform that you require for coding practice. Since I code in python so I like this very much. **What do you dislike about Anaconda Core?** Sometimes the Spyder doesn't work and it gets stuck. **Recommendations to others considering Anaconda Core:** This is the best GUI to code in python **What problems is Anaconda Core solving and how is that benefiting you?** I usually solve analytics problems with Anaconda. ## 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=5§ion=pricing&secure%5Bexpires_at%5D=2026-07-15+23%3A00%3A42+-0500&secure%5Bsession_id%5D=cfa0ec89-cb2b-4441-80e8-a5b6d193c528&secure%5Btoken%5D=b71979bf0d606b46f339b6d9598565e299e92b6248ddb734dac24c0c910a1694&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 (136 reviews) - [Posit Team](https://www.g2.com/products/posit-team/reviews) - 4.5/5.0 (567 reviews)