--- title: Anaconda Core Reviews meta_title: 'Anaconda Core Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 241 reviews by the users' company size, role or industry to find out how Anaconda Core works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 241 scale: '5' date_modified: '2026-07-17' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Anaconda Core Reviews **Vendor:** Anaconda, Inc. **Category:** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Average Rating:** 4.5/5.0 **Total Reviews:** 241 ## About Anaconda Core Anaconda Platform is a unified enterprise AI development platform that helps data scientists, AI developers, and platform engineers build, secure, deploy, and observe AI workloads from development to production. The platform addresses critical challenges enterprises face when scaling open-source AI initiatives, including environment complexity, security vulnerabilities, deployment failures, and governance requirements across cloud and on-premises infrastructure. The platform combines trusted Python package distribution with enterprise-grade governance controls, enabling organizations to accelerate AI innovation while maintaining security and compliance. Data scientists access over 12,000 pre-vetted, compatible open-source packages through Anaconda's secure distribution, eliminating dependency conflicts and environment drift that typically slow deployment cycles. Platform administrators gain centralized management, role-based access controls, and automated vulnerability detection across all AI workloads. Key capabilities include: Trusted Distribution - Pre-validated Python packages with signature verification, software bills of materials (SBOMs), and guaranteed uptime SLAs reduce supply chain security risks Secure Governance - Automated CVE scanning, package filtering, audit logs, and compliance tracking for GDPR, HIPAA, and CCPA requirements enable teams to move fast without compromising security Developer Velocity - Pre-configured environments, one-command setup, and automatic dependency resolution eliminate debugging time so developers focus on building solutions Production-Ready AI - High-performance runtimes and proven deployment workflows ensure what works locally runs reliably at scale, bridging the gap between experimentation and production Actionable Insights - Real-time telemetry and usage metrics across packages, environments, and models provide visibility for data-driven optimization decisions Organizations using Anaconda Platform report 60% reduced risk of security breaches, 80% efficiency improvement in package security management, and significant time savings by eliminating manual package vetting processes. ## Anaconda Core Pros & Cons **What users like:** - Users appreciate the **ease of use** of Anaconda Core, facilitating efficient management of packages and dependencies. (74 reviews) - Users praise the **easy installation process** of Anaconda Core, facilitating efficient setup for data science projects. (39 reviews) - Users value the **efficiency** of Anaconda Core, which streamlines setup and enhances productivity in development workflows. (27 reviews) - Users appreciate the **intuitive interface** of Anaconda Core, making data science project management easy and efficient. (25 reviews) - Users value the **coding ease** of Anaconda Core, enjoying seamless package management and streamlined environments for data science. (23 reviews) - User Interface (15 reviews) - Users value the **variety of tools** in Anaconda AI Platform, facilitating effortless coding and project management. (14 reviews) - Integrated Platform (13 reviews) - Data Management (12 reviews) - Users admire the **easy integrations** of Anaconda AI Platform, enhancing their productivity in managing data science projects. (11 reviews) **What users dislike:** - Users face **data management issues** with Anaconda Core, including conflicts, integration challenges, and lack of automatic backups. (11 reviews) - Users experience **slow performance** with Anaconda Core, especially during package installations and on older hardware. (11 reviews) - Users find Anaconda Core's **limited features** frustrating, especially regarding insights and accessibility of new tools. (10 reviews) - Users find the **limited features** of Anaconda Core restrictive, especially lacking real-time code viewing and version control. (9 reviews) - Users frequently mention **limited storage** issues due to Anaconda Core's heavy installation size, complicating usage for many. (9 reviews) - Users experience **slow loading times** on Anaconda Platform, impacting the overall efficiency and user experience. (9 reviews) - Users find the **complexity of access** to the Anaconda AI Platform overwhelming, especially beginners navigating various options. (8 reviews) - Lagging Performance (6 reviews) - Limited Resources (6 reviews) - Users find the **slow startup** of Anaconda AI Platform frustrating, as it significantly delays their workflow and consumes CPU resources. (6 reviews) ## Anaconda Core Reviews ### 1. Best tool for development ML & Data Science **Rating:** 5.0/5.0 stars **Reviewed by:** Asad F. | Infrastructure Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** August 06, 2022 **What do you like best about Anaconda Core?** I love using this environment a lot as it is a data science platform built that aims to simplify package management and deployment. It gives all the distribution for python and R programming languages for scientific computing. It is easy to update packages as well as user-friendly for development. Overall I love tools to work on machine learning using Python. **What do you dislike about Anaconda Core?** There are some bugs in the environment which makes it unstable sometimes but it works all well and smooth for the time being and I would love to see more infrastructure improvements and things which can make our daily jobs much easier by updating all the libraries. **What problems is Anaconda Core solving and how is that benefiting you?** It simplifies package management and deployment and . It has tools that help to easily collect data from source using machine learning and AI. It creates an environment and is easily manageable for deploying any project. ### 2. Data Scientist Product **Rating:** 5.0/5.0 stars **Reviewed by:** Sinan . | Network Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 14, 2022 **What do you like best about Anaconda Core?** There are many programming tools, and with the library management itself, it is so powerful and easy to use and understand. The community itself on this tool are incredibly welcoming, and release notes can be handled very well **What do you dislike about Anaconda Core?** With many tools in it, if you are a starter to learn this product. You could be misguided to discover your path along the way. It also comes with a box of stuff and their library system, so it is quite slow, and choosing the best version for building a product can get messy. **Recommendations to others considering Anaconda Core:** If you choose a path to data science, this is the best tool you can get. There is an excellent community to help you with the product itself, and you can learn from the web also. The community creates so many libraries to help you with building a product. **What problems is Anaconda Core solving and how is that benefiting you?** Growing business on the data itself. The product helps with the data manipulation and add meaning to the data to get some answers for the future of business and how you can prevent some causes ### 3. Easiest python coding software **Rating:** 5.0/5.0 stars **Reviewed by:** Parth C. | Executive Director, Small-Business (50 or fewer emp.) **Reviewed Date:** August 21, 2022 **What do you like best about Anaconda Core?** Anaconda is one of the best software for using python. It is easy to use and downloading and running codes is very simple and fast. One of the best things unlike others is open software. **What do you dislike about Anaconda Core?** An error indication is too complex and large. Anaconda does not provide a direct solution to errors. Opening up a pre-downloaded .ipynb file is not easy at all. **What problems is Anaconda Core solving and how is that benefiting you?** It helps me forecast future sales depending on past data and therefore It helps me manage inventory requirements accordingly. this further helps me to cope with increased demands during holiday seasons. ### 4. One stop solution to all the coding platforms **Rating:** 5.0/5.0 stars **Reviewed by:** Arushi S. | Senior Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** September 12, 2022 **What do you like best about Anaconda Core?** The best thing is the approch this software has. This comes with jupyter notebook , R software, labs , Spyder. You don't actually need to go and install anything septeratly. This comes with pre installed python as well. You can create virtual environment but using a click and can install packages and libraries on a go. The beneficial part is mostly for python user who gets everything ready to code **What do you dislike about Anaconda Core?** As such I don't think there is anything to be disliked about anaconda. Just that the kernal sometimes gets terminated and we actually can't do anything about it **What problems is Anaconda Core solving and how is that benefiting you?** One stop solution for python, machine learning and artificial intelligence coders. This tool is enough for everything ### 5. Ease to visualize with Anaconda. **Rating:** 4.0/5.0 stars **Reviewed by:** Nina G. | Support Operations Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** June 20, 2022 **What do you like best about Anaconda Core?** Anaconda is the tool you'll need to install to find the easiest way to navigate different environments when dealing with data science and ML applications, starting with coding, debugging, and ending with multidimensional data visualization. **What do you dislike about Anaconda Core?** I have not encountered any issues despite using the tool for at least two years. Easy to install, and the documentation is very detailed. However, there is always room for improvement. **What problems is Anaconda Core solving and how is that benefiting you?** Running different versions of multiple packages can be overwhelming. Anaconda comes in handy; it is not only a package manager but also an environment manager. It helps ensure that each package version has all the dependencies required and works correctly. ### 6. Best distribution for Jupiter notebook **Rating:** 4.5/5.0 stars **Reviewed by:** Shehan D. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** June 30, 2022 **What do you like best about Anaconda Core?** Anaconda comes with the Jupiter notebook, and a few packages which enable the user to develop python related scripts and extensive data set analysis and training model data for machine learning concepts. **What do you dislike about Anaconda Core?** While training a huge dataset using the conda environment, it becomes slower than the independent version and some times training job hangs with courrupted kernal in jupiter note book. **What problems is Anaconda Core solving and how is that benefiting you?** Training machine learning model using the dataset, predict big-data probabilities and install python packages to conda environment. ### 7. Not for the beginners, best for the production. **Rating:** 4.0/5.0 stars **Reviewed by:** Avanish G. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** June 15, 2022 **What do you like best about Anaconda Core?** You can use the same environment for multiple projects. This becomes especially helpful when you work on multiple similar projects or you have multiple copies of the same project on your machine. **What do you dislike about Anaconda Core?** It may be a bit hard for beginners to understand how to operate. It offers so many features to the users that they may get confused about which to use for a particular use case. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda is trying to reduce the hassle for the Python Developers to maintain multiple environments, and be a single source of all their coding needs. It is also trying to create an interactive UI for the developers for plotting purposes, and find relations between various parameters of a dataset. ### 8. Amazing for individuals, paid for teams **Rating:** 4.0/5.0 stars **Reviewed by:** Sumit S. | Assistant Manager (Senior Business Analyst), Enterprise (> 1000 emp.) **Reviewed Date:** January 16, 2022 **What do you like best about Anaconda Core?** 1) Software: I always love one-stop-shop options, whether shopping or software. Anaconda does this best. You install one software and forget about others. 2) GUI: It is pretty intuitive, and terminal integration in Macs is fantastic. I use it on a day-to-day basis for Python, specifically Jupyter notebook. I don't think anyone downloads Jupyter notebook as a standalone software now. **What do you dislike about Anaconda Core?** There is nothing to dislike in general, but if I have to nitpick, I would say that the "Paid" option for open source software is a little far-fetched. I understand that they are providing services for the amount they are charging, but paid software for free software still doesn't make sense. At least to me. **Recommendations to others considering Anaconda Core:** Please make sure that your IT department gives you proper rights to update the packages and inherited software otherwise it will be a long process. **What problems is Anaconda Core solving and how is that benefiting you?** I generally use it for Jupyter Notebook. As mentioned earlier, I don't think anyone has downloaded Jupyter notebook as standalone software. Anaconde is a whole package. Sometimes, I use it for Python as well. I prefer to use Rstudio for R programming. ### 9. Complete software for data analytics and machine learning **Rating:** 5.0/5.0 stars **Reviewed by:** Nitish K. | Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** September 29, 2022 **What do you like best about Anaconda Core?** Can download software and use it within the same environment like jupyter notebook, spider, etc. Can create a virtual environment Easy to install libraries and open source Availability of online resources **What do you dislike about Anaconda Core?** Requires a lot of memory No direct access to softwares , can be opened through anaconda only. **What problems is Anaconda Core solving and how is that benefiting you?** Data Analytics and building machine learning models Python code debugging and environment simulations ### 10. Amazing BI tool and a one stop solution. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospitality | Mid-Market (51-1000 emp.) **Reviewed Date:** August 05, 2022 **What do you like best about Anaconda Core?** UI experience is really awesome, everything works fluid. In-built machine learning models are optimized and work great. Performance is also good. Data Visualization is soo good, and the possibilities with it are infinite. **What do you dislike about Anaconda Core?** Anaconda is all great but the collaboration part of the product is not ideal and lacks structure. This product has many in-built libraries but you can't change certain lines of them if you want, you have to write everything from scratch for it. Also, customer service can be improved a bit. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda seems to easily help us in solving all our analytical problems. Analytics is better in this than its competitors; different types of charts, graphs and tools are in it. Also, data visualization and explorations are great features of this. ### 11. This is a multi-use tool that keeps everything where you can see it **Rating:** 5.0/5.0 stars **Reviewed by:** Maura S. | Graduate Course Instructor, Small-Business (50 or fewer emp.) **Reviewed Date:** June 30, 2022 **What do you like best about Anaconda Core?** Very clean interface. From the start, you can see what you are coding in and what your options are **What do you dislike about Anaconda Core?** it opens terminals in the browser. no automatic parenthesis or spellcheck **What problems is Anaconda Core solving and how is that benefiting you?** makesit easier to solve jupyter notebooks than vscode. can integrate easily with R language. Do not have to rely on microsoft as I do with vscode ### 12. Pros and cons for anaconda **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** April 12, 2022 **What do you like best about Anaconda Core?** The best thing I like is it gives a variety of environments for different languages and tech stacks like spyder, Jupyter notebook, and R studio. This software helps me to develop my python programming and helps me to import all libraries easily in my project. The user interface is very simple without any complexity to understand Generation of output is very easy On and all its best software **What do you dislike about Anaconda Core?** There is nothing said to be least useful about this software On and all its best software in different projects **Recommendations to others considering Anaconda Core:** Highly Recommended **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda has helped me to develop my software and my different project versions. Importing new libraries and easily reviewing the debugs has helped me a lot. Jupyter notebook has many tools like toggle number which helps in understanding the line code ### 13. Data science tool **Rating:** 4.5/5.0 stars **Reviewed by:** Akshat M. | Teaching Assistant, Small-Business (50 or fewer emp.) **Reviewed Date:** January 27, 2022 **What do you like best about Anaconda Core?** I have been using anaconda for the last 2 to 3 years, and I love it the most because almost all required libraries for data science are available in it. Easy to create a notebook for a data science project and easy to use too **What do you dislike about Anaconda Core?** I wouldn't say I like this because The application takes a lot of time to load the first time. Sometimes, it stops working because it consumes more ram, and if you have pc with low specification, it will not work in that. **What problems is Anaconda Core solving and how is that benefiting you?** I solve problem-related to the real-world I do my analytical stuff in it via using python and R, and I also make some machine learning models to get more accuracy in my project and I learn a lot using it. ### 14. A must have tool for python developers. **Rating:** 5.0/5.0 stars **Reviewed by:** Jatin S. | Graduate Engineering Trainee, Mid-Market (51-1000 emp.) **Reviewed Date:** March 25, 2022 **What do you like best about Anaconda Core?** Anaconda is open source and provides a much better UI for python developers for creating and navigating between different environments. Updating, Installing, and deleting libraries becomes very easy. **What do you dislike about Anaconda Core?** Anaconda is very large and takes up a lot of RAM. It slows down my computer. Installing it on Linux is very difficult as compared to a windows machine. It will not work properly on old hardware. **What problems is Anaconda Core solving and how is that benefiting you?** I made machine learning projects like Lane tracking system and object detection systems using anaconda. THe integration of jupyter lab and pycharm with anaconda provides a great system for developing ML projects. ### 15. Anaconda is package management and deployment software **Rating:** 5.0/5.0 stars **Reviewed by:** Nayana P. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 24, 2022 **What do you like best about Anaconda Core?** The best thing no all tools are available here no need to install individuals in a single click of launch it is directly download and install in the system. **What do you dislike about Anaconda Core?** It is taking much RAM of device which is need to improvement, Again it is PYPI is the default way of getting packages, and it's not been going to change. **Recommendations to others considering Anaconda Core:** Highly recommend to the friends for the python, machine learning ,data science purpose **What problems is Anaconda Core solving and how is that benefiting you?** In a business profile day to day life use to write a program and solving bugs, it is abduently use in professional life also It is time saving to search easily other software ### 16. Best Editor for python **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** April 21, 2022 **What do you like best about Anaconda Core?** It provides support for multiple libraries. easy to work with jupyter notebook where data science projects can be done easily without any difficulty any additional required package can be installed simply by using the command "pip install package" Multiple python environments debugging becomes easy as toggle line options gives the ease **What do you dislike about Anaconda Core?** Application taking a lot of time at initial for loading is what I dislike the most rather than this if output exceeds limit it requires time to compute it Else it's best **Recommendations to others considering Anaconda Core:** must go and try for any data science projects with python language **What problems is Anaconda Core solving and how is that benefiting you?** Problems during data projects occurred can be solved easily with the environment provided by anaconda data analysis and data mining along with data cleaning becomes easy ### 17. This tool is best for all over SW development and mainly for Data Science **Rating:** 5.0/5.0 stars **Reviewed by:** Vikas J. | RPA Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 07, 2022 **What do you like best about Anaconda Core?** First of all, it is an open-source application so updates are flawless and easy to update and the package is having all future pack things for supporting Python as well as R **What do you dislike about Anaconda Core?** Dashboard is bit complicated for the beginners to understand but I don't think that that's an big issue and if there any cloud support then this will become best among all **Recommendations to others considering Anaconda Core:** This product is good for learners and best for the Data science **What problems is Anaconda Core solving and how is that benefiting you?** I am using this for running the Jupyter notebook for small python scripting and most of the time R for data extraction and visualization, in particular, ya that's it but you can do much more ### 18. Best environment for development of any python based software **Rating:** 5.0/5.0 stars **Reviewed by:** Omkar S. | Associate Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** September 26, 2022 **What do you like best about Anaconda Core?** Easiness to install all library and integration od external libraries. **What do you dislike about Anaconda Core?** It got paid from open source. It should be stilll free. **What problems is Anaconda Core solving and how is that benefiting you?** I used to developed machine learning solution to detect specific make cars in video files. ### 19. Anaconda For Data Science Enthusiasts **Rating:** 5.0/5.0 stars **Reviewed by:** Vivek S. | Analytics Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** November 18, 2021 **What do you like best about Anaconda Core?** One of the most significant advantages of using Anaconda Enterprise is that it is open-source software that has a very user-friendly GUI with seamlessly easy installation steps and that can carry out specific user-defined tasks. Anaconda contains the entire package for data analysis tasks, and provides the users with the option to choose their platform convenient for analysis/processing. These platforms include Jupyter notebooks, Spyder IDE, and RStudio. Anaconda also boasts about having a very strong customer support with websites such as geeksforgeeks.com and stackoverflow.com providing the best of solutions to the most complicated queries. **What do you dislike about Anaconda Core?** Anaconda can be improved to handle large dataset sizes. Similar to Google collab, if anaconda can provide the option to choose the RAM allocation such as TPU/GPU based on the computational complexity, the users will be able to benefit from it drastically. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda is used mainly for data analytics and machine learning model creation. Anaconda allows for seamlessly easy integration with RStudio and relational databases such as MS SQL Server and Oracle. It also supports integration with process automation tools such as Blue Prism. Anaconda enterprise provides a one-stop solution for all data science tasks such as data mining, exploratory data analysis, feature engineering, and creating machine learning models. It contains several useful libraries like pandas, numpy, scikit-learn matplotlib, etc. to perform these analytical tasks. Overall, the scalability of this software makes it possible for several organizations to use Anaconda for its end-to-end project deployment. ### 20. It is a tools used in ML and Data science because it brings many of the tools with one installation **Rating:** 3.5/5.0 stars **Reviewed by:** Vineetha K. | GET at Stellantis, Mid-Market (51-1000 emp.) **Reviewed Date:** February 16, 2022 **What do you like best about Anaconda Core?** If you are a beginner, it is a great tool to work with it. we can easily install the necessary modules or package with simple commands. The looking and interface is excellent. **What do you dislike about Anaconda Core?** The worrying thing about Anaconda is, it takes a lot of RAM and can make out PC slow some times. But, as a beginner it is not an issue. So, when we are dealing with large stuff. It is big problem **What problems is Anaconda Core solving and how is that benefiting you?** I have solved mainly using Jupyternotebook for python. comparing with normal IDLE, we can easily debug the code and can check the output there itself. the looking is good ### 21. Anaconda Review **Rating:** 4.5/5.0 stars **Reviewed by:** CHANCY S. | Training and Research in Earth Eco-System Program, Mid-Market (51-1000 emp.) **Reviewed Date:** September 24, 2021 **What do you like best about Anaconda Core?** Anaconda is open-source and accessible to use for any machine learning, deep learning, data science problems using Python or R Programming Language on a single machine. It has tools and IDEs like Jupiter notebook, spyder, etc, that work with open-source packages and libraries. There is Anaconda Navigator and Anaconda Command Prompt to work and create multiple environments with different versions of libraries and programming languages. **What do you dislike about Anaconda Core?** Anaconda has a few bugs that do not let a few libraries install and work efficiently. Anaconda is slower than the independent python package. Anaconda consumes more ram of machines sometimes that makes it not responding. **Recommendations to others considering Anaconda Core:** Anaconda is very easy to use and can manage the libraries in the environment of different programming languages. It has various training materials and tutorials which will be helpful for beginners to start with data science, machine learning-related problems. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda software helps solve problems related to Machine Learning, Deep Learning, Data Science, Computer Vision, Geospatial Data Analysis & Modelling, Satellite Data Analysis, etc. Anaconda can easily install and manage multiple external libraries in the environment using pip and conda install commands. ### 22. Best tool ever seen. Easy to learn and use. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** May 05, 2022 **What do you like best about Anaconda Core?** All the features that are added in Anaconda is really good and easthetics for IDE is really good and visualisation and debugging tools given in the anaconda is really good. When it comes to machine learing we can easily install the needed components. **What do you dislike about Anaconda Core?** I don't have anything to specify. Usually, there will be only a subset of packages that are accessible in Anaconda. Sometimes we will get errors in restarting the Anaconda. **What problems is Anaconda Core solving and how is that benefiting you?** We use solve the Machine learning Problems and some standard development tasks in Anaconda. We also develop some custom cloud tools for connecting with various systems. ### 23. Best IDE tool for python developers **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** March 20, 2022 **What do you like best about Anaconda Core?** Anaconda is one of the best ever python IDE tool I have ever used. It has best user interface and more user friendly. It helps developer with proper suggestions in case of any incorrect code indentation. So user no need to intense about indentation of the code Apart from it, we can directly executive line of codes in its console to have immediate output of the part of code. It helps us to install different plugins that a developer may need during development of an application or software. **What do you dislike about Anaconda Core?** As of now there is no dislike for Anaconda. But one thing that I would like to mention here is that, it doesn't release proper and regular updates for its updated versions which need to be done on regular basis so as to have latest plugins and updates in it. **Recommendations to others considering Anaconda Core:** Best ever IDE Tool for a python developers which best coding experience in it. As it has best user interface and it is also user friendly, new developers can have hands onit very simply with best experience. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda IDE tool is one of the best tool which enables python developers with proper and best experience while developing an application or software based in python programming language. It helps developer to have proper debugging of a develoed code in case of any discrepancies in application and thus it helps to have best coding experience to a python developers. ### 24. A seamless experience **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** September 08, 2022 **What do you like best about Anaconda Core?** Iv used Anaconda for building ML and AI Models with Python. It was handy for building snippets and pickles, making it very easy for deployment. **What do you dislike about Anaconda Core?** Versioning of the libraries was a tedious task and reloading libraries failed frequently **What problems is Anaconda Core solving and how is that benefiting you?** I moslty use anaconda to build ML and AI models. The Anaconda notebook is a useful resource to get the job done quickly ### 25. Best Python and R Distribution. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** November 25, 2021 **What do you like best about Anaconda Core?** Anaconda's different applications support such as jupyter notebook,jupyterlab , spyder,vs code, Rstudio are the best for the use of python coding. The support of different applications make it awesome.Coding is very easy, it is user friendly, anyone can code on it even if we are a new programmer. **What do you dislike about Anaconda Core?** Anaconda is the best platform for python coding. The best thing is the Jupyter notebook. The interface of Jupyter notebook should be improved a bit so that users can interact with the app easily. They should enhance the UI part more. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda is a python distributor, mainly used for data science. Anaconda Navigation is a GUI tool, with the help of that, We can launch Jupyter Notebook, which is used primarily for python coding and data science purpose. I am using Anaconda for solving data science programming. It is the best platform to code for data science as the output is beautiful in graphs and data analytics. ### 26. Python with Anaconda -> works wonderous! **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Program Development | Small-Business (50 or fewer emp.) **Reviewed Date:** November 19, 2021 **What do you like best about Anaconda Core?** If you are a budding data scientist and code in Python or R, let me tell you there's no better alternative to Anaconda. Anaconda provides all the necessities you would be requiring to develop and deploy a project in Python/R. It has a wide range of Development environments, notebooks, and IDEs to work in. I strongly suggest Anaconda to all my fellowships who intend to learn or in their data scientist journey. **What do you dislike about Anaconda Core?** I have been using Anaconda for a year now, and honestly, I haven't yet found anything that I would like to change. Anaconda is the perfect hub for all data science aspirants! **What problems is Anaconda Core solving and how is that benefiting you?** I am a data science enthusiast. I have been using Anaconda since the start of my journey. I use most of the Development environments under Anaconda like Jupyter Lab, and write my python codes on Jupyter notebook when it comes to Machine Learningor Deep Learning. I like how Anaconda saves me from the hassle of downloading multiple softwares. Anaconda also provides all the relevant documents. Another major thing I like about Anaconda is that it has a powerful and active community. So if I get stuck anywhere, I can put up my questions in the discussion forum. ### 27. Best alternative for pyCharm **Rating:** 3.5/5.0 stars **Reviewed by:** Biplab P. | Quality Assurance Automation Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** August 29, 2021 **What do you like best about Anaconda Core?** The feature that attracted me the most is the numerous open-source tools that come with it, such as Pandas, NumPy, SciPy, Matplotlib, and many more, which enables the system to read, process, model, and visualize my data. The version management feature that Anaconda provides is easy to handle. It contains many default namespaces and many python libraries and is also very easy to install new ones. Even to install new libraries, we can do it by simply clicking in checkboxes. **What do you dislike about Anaconda Core?** The only drawback that I can figure out is rapidity. It is a bit low on comparing with others. But if we look towards the packages that come with it, it is acceptable. I have faced several issues during the update of some specific packages. Whenever I try to update some particular package, it will update almost all the other packages that are unnecessary. **What problems is Anaconda Core solving and how is that benefiting you?** Currently, I am working with my Machine Learning algorithm for Document summarization, and the ease of use is effortless. I can execute every line and see the result simultaneously, which makes my work excellent. ### 28. Complete package **Rating:** 5.0/5.0 stars **Reviewed by:** Bhawin D. | Reasearch Assistant, Mid-Market (51-1000 emp.) **Reviewed Date:** October 05, 2021 **What do you like best about Anaconda Core?** Anaconda is very easy to use. It has all in one, such as Jupyter, Spider, R, etc. And this is open source with full of packages such as Pandas, NumPy, Matplotlib, and many more to handle all types of data. It has a cloud interface which is very helpful to store your work. **What do you dislike about Anaconda Core?** Sometimes it crashes, and you need to restart. I have that problem, mainly when I use the Jupyter notebook. You may also get some trouble installing new packages. Otherwise, it is a very nice platform to run your jobs. **Recommendations to others considering Anaconda Core:** Lovely and helpful package if you work in data science, Physics, and engineering. **What problems is Anaconda Core solving and how is that benefiting you?** Generally, I use it for data processing and perform some analytical calculations related to my research. Sometimes, I use it for Machine Learning algorithms as well. ### 29. Best IDE For Python Projects **Rating:** 4.5/5.0 stars **Reviewed by:** Mahek V. | Software Development Engineer II, Mid-Market (51-1000 emp.) **Reviewed Date:** September 24, 2021 **What do you like best about Anaconda Core?** It supports Multi Environment creation options for installing libraries. It gives the flexibility to store the package files of the environments to customized locations. It allows installing of applications inside the Anaconda ide. Easy library installation and up-gradation in different environments. Inbuilt CMD for anaconda ide to install libraries and execute commands. **What do you dislike about Anaconda Core?** It takes much time to start up and load the projects. Sometimes it becomes difficult to execute or stop the kernel when executing the large computation models. **Recommendations to others considering Anaconda Core:** I recommend using Anaconda Ide for the python projects and managing the multiple execution environments. It helps in deploying the application with its multi-environment support. **What problems is Anaconda Core solving and how is that benefiting you?** Managing multi environments for projects (development, stage, production) Training models and executing python scripts. Easy installation of libraries and rolling back to stable versions. ### 30. One of the Best IDE for data science **Rating:** 4.0/5.0 stars **Reviewed by:** Inci C. | Telecommunication Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 18, 2022 **What do you like best about Anaconda Core?** Packages related to data science come with Anaconda. Easy to install packages, creating virtual environments. One of the best IDE for beginners. Either R or Python can be choosen to code. **What do you dislike about Anaconda Core?** There are not many things I dislike about. It only consumes too much RAM, but it does not have to be related to the application. Data science projects can sometimes have large data sets. **What problems is Anaconda Core solving and how is that benefiting you?** I work on data science projects. When I am working on a project, and I do need to install a couple of packages, it lets me create my virtual environment and install the packages on it quickly. ### 31. Its an Absolutely amazing product as it empowers a developer to use his full potential with ease. **Rating:** 5.0/5.0 stars **Reviewed by:** Amit C. | Cloud Architect, Enterprise (> 1000 emp.) **Reviewed Date:** December 07, 2021 **What do you like best about Anaconda Core?** The ease with which we can use it for Python, Powershell, etc., the Anaconda Spyder editor, the Anaconda Powershell Console (Refer screenshots). The learning part is very exhaustive as it helps one to get familiar with it through the extensive learning paths it provides. **What do you dislike about Anaconda Core?** Since I have been using this product I haven't seen any cons. **What problems is Anaconda Core solving and how is that benefiting you?** I am an Automation Architect, and hence I need proficient tools like Anaconda to help me develop intelligent automation for my Professional projects. ### 32. Best application/IDE used ever for python programming **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** December 03, 2021 **What do you like best about Anaconda Core?** It is one of the best IDE which is also an open source and very easy to install and freely available over the web. Best thing I like is that it has pre loaded most of the libraries, so we don't need to add explicitly. It has easy access to Data science libraries which makes our work more easy and fast. We have best debugging feasibility available with proper logging and steps that can help developers to have proper understanding and design application in more simpler effort. **What do you dislike about Anaconda Core?** Sometimes I personally felp that Anaconda doesn't support a large data sets which creates a big problem to me. Due to this computation using a large data sets are getting more complex and hard to work with. Other than this I like this application most of whatever i have used before. **Recommendations to others considering Anaconda Core:** One can have this application if going to have best experience while developing or design any software specially based on python programming. It has all the thing which a developer can look for into it. You can have handly available pre liaded libraries, so no need to add it explicitly which is the best in while using Anaconda. **What problems is Anaconda Core solving and how is that benefiting you?** We can have easy and simple development of python based application or softwares using this IDE/platform. It has proper debugging based tool which helps developer to debug code in more simpler and faster way and thus total time itilized to develop a software or application can be fast whenever we goes with this application. ### 33. Good resource to create the virtual environment for the python **Rating:** 4.5/5.0 stars **Reviewed by:** Ankush s. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** February 11, 2022 **What do you like best about Anaconda Core?** Do not need to install the virtual environment with a command line and also no need to write the command for installing the python packages. **What do you dislike about Anaconda Core?** Sometimes I am not able to install the python packages from the anaconda so I use to need pip commands like wheel package. **What problems is Anaconda Core solving and how is that benefiting you?** No need to write the commands and also anaconda provides lots of IDE like spyder and all. Also a user-friendly interface for the new users and easy to install. ### 34. Best for Data Scientists **Rating:** 4.5/5.0 stars **Reviewed by:** Navneet Singh N. | Programmer Analyst Trainee, Enterprise (> 1000 emp.) **Reviewed Date:** December 01, 2021 **What do you like best about Anaconda Core?** It has much more software enclosed within it like Spyder, Jupyter notebook, etc. Also, the UI is also very clean and user-friendly. It is best suitable for Python and R Developers who are into data science and machine learning. Also, package management is also very simple with anaconda. **What do you dislike about Anaconda Core?** There is not much to dislike about this software. But sometimes it makes the system slow as data science projects are huge and also anaconda. Also, it also consumes a lot of RAM. **What problems is Anaconda Core solving and how is that benefiting you?** It saves a lot of time for me and also makes tedious data science projects easy to handle and work upon. Also, it can generate nice graphs and data analysis. ### 35. Anaconda Review **Rating:** 5.0/5.0 stars **Reviewed by:** Mun Q. | Biostatistician, Mid-Market (51-1000 emp.) **Reviewed Date:** November 16, 2021 **What do you like best about Anaconda Core?** Anaconda features valuable and efficient softwares all in one place. It is also easy to access and easy to use. It features many softwares, such as Python, Spyder, and Jupyter Notebook. **What do you dislike about Anaconda Core?** I do not have any problems with this at all. **What problems is Anaconda Core solving and how is that benefiting you?** I am using this to access to Jupyter Notebook and Python to solve public health issues. A benefit of this is that it is easy to access the softwares I need to work on the problems. ### 36. Anaconda the best IDE for so many programming languages. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** February 06, 2022 **What do you like best about Anaconda Core?** Anaconda is the best IDE that is available in the whole market. Anaconda combines so many IDEs like Jupyter Notebook, Spyder, and many more. It is better than other IDEs because no other IDE has such a good feature. **What do you dislike about Anaconda Core?** Anaconda makers are not promoting the software to a reasonable level. Sometimes the IDE crashes and also becomes a little difficult to install new updates. If anaconda developers could add on database management, it would be great. **What problems is Anaconda Core solving and how is that benefiting you?** I am using anaconda to build python programs and data science-related projects. Anaconda has helped my company to move to ML and AI, which in return has fetched more profits. ### 37. Must have for python **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Insurance | Mid-Market (51-1000 emp.) **Reviewed Date:** June 28, 2022 **What do you like best about Anaconda Core?** Easy to use. Lots of guides to help. User friendly **What do you dislike about Anaconda Core?** I don't dislike anything but it possibly isn't the best looking interface **What problems is Anaconda Core solving and how is that benefiting you?** This was used during my studying for work as opposed to business use. ### 38. Awesome software for code compilation, running code and debugging it! **Rating:** 5.0/5.0 stars **Reviewed by:** Manika R. | Software Developer, Enterprise (> 1000 emp.) **Reviewed Date:** February 08, 2022 **What do you like best about Anaconda Core?** - easy installation - open source - easy to understand makes its extensive use. - Build and train ML and deep learning models - Easy to create reproducible projects via environments **What do you dislike about Anaconda Core?** Nothing to dislike. Instead it is very useful for coding. **What problems is Anaconda Core solving and how is that benefiting you?** - Build and train ML and deep learning models - Used map libraries of PY in this IDE. - coding and debugging is easy ### 39. Best IDE for the Data science project **Rating:** 4.0/5.0 stars **Reviewed by:** Zayed R. | Programmer Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** August 28, 2021 **What do you like best about Anaconda Core?** - All data science tool is available in single umbrella. -almost all required libraries have available in it. - Easy to create a notebook for the data science project. -Easy to work on multiple python environments based on your requirement. - In community easy to find the forum/ events **What do you dislike about Anaconda Core?** - Consuming more time to load the first time application. -Sometimes it is stopped due to consumes more ram. **Recommendations to others considering Anaconda Core:** I would recommend to data scientists can use it. **What problems is Anaconda Core solving and how is that benefiting you?** - It is used for creating the ML model - Data analysis - Data visualisation - Creating the notebook for sharing the code and description. ### 40. Anaconda is the best distribution manager for python IDE and packages related to data science. **Rating:** 5.0/5.0 stars **Reviewed by:** Dr. Jayant J. | Assistant Professor, Mid-Market (51-1000 emp.) **Reviewed Date:** December 27, 2021 **What do you like best about Anaconda Core?** Anaconda provides one solution for Python IDE like Jupyter Notebook, spider, etc. and packages related to data science. **What do you dislike about Anaconda Core?** There is no such thing which I dislike for Anaconda. **What problems is Anaconda Core solving and how is that benefiting you?** I design and develop deep learning applications using Anaconda package. ### 41. Helpful platform for new users in computational space **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** November 09, 2021 **What do you like best about Anaconda Core?** Anaconda has a simple, easy to use user interface. It helps organize information regarding virtual environments, installed packages, and dependencies etc., which is very useful for someone who is new to machine learning and other computional workflows like me. **What do you dislike about Anaconda Core?** The user interface is sometimes slow. I also get confused about when to use conda and when to use pip to install packages. **What problems is Anaconda Core solving and how is that benefiting you?** Anaconda helps me organize my virtual environments for work, which involves both building my own machine learning models and using other pre-trained models ### 42. Describe your experience **Rating:** 5.0/5.0 stars **Reviewed by:** BENAZIR N. | Assistant Professor, Small-Business (50 or fewer emp.) **Reviewed Date:** January 31, 2022 **What do you like best about Anaconda Core?** It includes all essential software for machine learning in one navigator. **What do you dislike about Anaconda Core?** It should provide more options such as VS Code in its launcher. **What problems is Anaconda Core solving and how is that benefiting you?** I use orange tool and jupyter to run Machine learning programs and python codes respectively. ### 43. A very native and useful platform for developers **Rating:** 4.5/5.0 stars **Reviewed by:** Rafay K. | Associate Technical Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** September 28, 2021 **What do you like best about Anaconda Core?** It has multiple sections, which I like the most because developers can easily do programming as anaconda provides various platforms for developing a program **What do you dislike about Anaconda Core?** I don't think so there is anything to dislike in this platform, but it would be very beneficial for us if recommended libraries were asked while installing this software **Recommendations to others considering Anaconda Core:** I would ideally recommend to the new upcoming young developers to use this platform **What problems is Anaconda Core solving and how is that benefiting you?** I can use two different platforms at a time, which I like the most, and benefit for me one is Jupiter notebook, and the other is VS Code ### 44. best packaging manager for python **Rating:** 4.5/5.0 stars **Reviewed by:** Venkatesh G. | Full Stack Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** October 18, 2021 **What do you like best about Anaconda Core?** creating environments, installing packages, isolating packages and environments for projects **What do you dislike about Anaconda Core?** defining requirements file for packages during the environment creation **Recommendations to others considering Anaconda Core:** if you want a sophisticated IDE then also consider pycharm before trying anaconda. **What problems is Anaconda Core solving and how is that benefiting you?** writing automation solutions using python ### 45. One of the best IDEs for machine learning **Rating:** 4.0/5.0 stars **Reviewed by:** deniz y. | Business Intelligence Manager, Enterprise (> 1000 emp.) **Reviewed Date:** September 23, 2021 **What do you like best about Anaconda Core?** I use Spyder and Jupyter very often. There is also R support. I have solved my multiple needs with Anaconda. Very useful when working with data. The community version is free. Jupyter is an ideal editor for beginners. It runs data science-related libraries very well. **What do you dislike about Anaconda Core?** I experienced an update issue and had to uninstall and reinstall it. It takes up a lot of space on the hard drive because it also installs libraries that I won't use. **What problems is Anaconda Core solving and how is that benefiting you?** The Spyder and the Jupyter Notebook make my job easier when working with data in terms of performance, speed, and efficiency. ### 46. Multitasking and Feature Customized Code Addition **Rating:** 5.0/5.0 stars **Reviewed by:** Deepak Y. | Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** September 20, 2021 **What do you like best about Anaconda Core?** Anaconda has a great linting property wherein the classes, constructors, and functions are highlighted separately. It provides an ease to write custom code which helps to write error-free code without the need of debugging a long list of codes as the developer gets prior information while writing it. **What do you dislike about Anaconda Core?** It has all the requirements. I liked this IDE. **What problems is Anaconda Core solving and how is that benefiting you?** I am writing python codes for new software development wherein in solve problems of transaction limit control and uses it for data science purpose to visualize data insights. ### 47. Reviewing Anaconda Ubuntu Version **Rating:** 5.0/5.0 stars **Reviewed by:** Muhammad Jamshaid I. | Mid Level Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 18, 2021 **What do you like best about Anaconda Core?** The Python interpreter is best in Anaconda as I am able to run the code chunks. **What do you dislike about Anaconda Core?** Starting anaconda on Ubuntu is a tough job for me as there are no icons created on the desktop or at the start menu when installing the apt version. I had to write commands to start it which caused irritation to me. **What problems is Anaconda Core solving and how is that benefiting you?** I have been learning python . ### 48. Easy to setup IDE **Rating:** 5.0/5.0 stars **Reviewed by:** Anton K. | ICT Executive, Small-Business (50 or fewer emp.) **Reviewed Date:** September 21, 2021 **What do you like best about Anaconda Core?** I recently started to learn Python. I found Anaconda is a straightforward way to set up Python and Jupyter notebook. **What do you dislike about Anaconda Core?** I have been working with Anaconda for 12 months now, but I didn't find any yet. **What problems is Anaconda Core solving and how is that benefiting you?** Easy to update python libraries. ### 49. Best develpement environment for Machine Learning **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** September 14, 2021 **What do you like best about Anaconda Core?** 1. Amazing set of features ease the development of any data science project. 2. We can use Jupyter Notebook to create .ipynb files and even use them on DataBricks. 3. Installing any library is pretty straightforward. 4. I use Spyder to run python scripts on my local computer. **What do you dislike about Anaconda Core?** It uses a lot of RAM, which sometimes makes the laptop very slow. Sometimes version inconsistencies arise in libraries. **Recommendations to others considering Anaconda Core:** If you are a beginner, then start with Anaconda. Then you can move to other platforms like DataBricks for collaborative projects. **What problems is Anaconda Core solving and how is that benefiting you?** I use it for Data Science, Machine Learning, and other analytics tasks. For writing python scripts for local computer. ### 50. one of the best tools for data science **Rating:** 5.0/5.0 stars **Reviewed by:** Amin B. | Teaching assistant, Small-Business (50 or fewer emp.) **Reviewed Date:** July 06, 2021 **What do you like best about Anaconda Core?** anaconda offers an all in one package that let you access all of the tools and packages you need for data science for free **What do you dislike about Anaconda Core?** In my opinion, the learning section can be designed better and have much more helpful content. Currently, I don't find it very useful **What problems is Anaconda Core solving and how is that benefiting you?** analyzing data, coding, and training models have become much easier thanks to lots of useful packages ## 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=4§ion=pricing&secure%5Bexpires_at%5D=2026-07-29+03%3A15%3A05+-0500&secure%5Bsession_id%5D=f92aa7b1-a3a3-48bf-a776-dd911cc4b7eb&secure%5Btoken%5D=6c44480436f587c484f0dcca489752b7828591b01d5f5db5e7ec5a67c3a3bfe9&format=llm_user) ## Anaconda Core Integrations - [AWS and Cloud Services](https://www.g2.com/products/aws-and-cloud-services/reviews) - [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) - [ChatGPT](https://www.g2.com/products/chatgpt/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [Git](https://www.g2.com/products/git/reviews) - [Microsoft Azure Services](https://www.g2.com/products/microsoft-azure-services/reviews) - [PyCharm](https://www.g2.com/products/pycharm/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Visual Studio Code](https://www.g2.com/products/visual-studio-code/reviews) ## Anaconda Core Features **System** - Data Ingestion & Wrangling **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Model Development** - Feature Engineering **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Deployment** - Managed Service - Application - Scalability **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making ## Top Anaconda Core Alternatives - [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) - 4.3/5.0 (53 reviews) - [TensorFlow](https://www.g2.com/products/tensorflow/reviews) - 4.5/5.0 (135 reviews) - [Posit Team](https://www.g2.com/products/posit-team/reviews) - 4.5/5.0 (567 reviews)