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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Anaconda

    Score8.8 out of 10
    N/AAnaconda is an enterprise Python platform that provides access to open-source Python and R packages used in AI, data science, and machine learning. These enterprise-grade solutions are used by corporate, research, and academic institutions for competitive advantage and research.

    $0

    per month

    Astrato Analytics

    Score8.5 out of 10
    N/AA self-service BI solution, Astrato puts analytics in the hands of every user, enabling them to build their own reports and answer data questions without IT help. Astrato accelerates adoption, speeds up decision-making, and unifies analytics, embedded analytics, data input, and data apps in one platform. With Astrato, Self-Service business users can see and understand data that resides in the Data Cloud (Snowflake, Databricks, BigQuery, Redshift, Dremio,…

    $12

    per month per user

    Pricing
    AnacondaAstrato Analytics
    Editions & Modules
    Free Tier
    $0
    per month
    Starter Tier
    $15
    per month per user
    Business
    $50
    per month per user
    Custom
    Contact Sales
    No answers on this topic
    Offerings
    Pricing Offerings
    AnacondaAstrato Analytics
    Free Trial
    NoYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeNo setup feeOptional
    Additional Details
    More Pricing Information
    Community Pulse
    AnacondaAstrato Analytics
    Considered Both Products
    Anaconda
    No answer on this topic
    Astrato Analytics LTD.
    No answer on this topic
    Key User Insights
    Would buy again
    96%
    Would buy again
    24 Answers
    100%
    Would buy again
    5 Answers
    Delivers good value for the price
    100%
    Delivers good value for the price
    23 Answers
    100%
    Delivers good value for the price
    5 Answers
    Happy with the feature set
    100%
    Happy with the feature set
    25 Answers
    100%
    Happy with the feature set
    5 Answers
    Lived up to sales and marketing promises
    94%
    Lived up to sales and marketing promises
    15 Answers
    100%
    Lived up to sales and marketing promises
    5 Answers
    Implementation went as expected
    100%
    Implementation went as expected
    21 Answers
    100%
    Implementation went as expected
    5 Answers
    Features
    AnacondaAstrato Analytics
    Platform Connectivity
    Comparison of Platform Connectivity features of Anaconda and Astrato Analytics
    Feature
    Anaconda
    9.3
    25 Ratings
    11% above category average
    Astrato Analytics
    -
    Ratings
    Connect to Multiple Data Sources9.822 Ratings00 Ratings
    Extend Existing Data Sources8.024 Ratings00 Ratings
    Automatic Data Format Detection9.721 Ratings00 Ratings
    MDM Integration9.614 Ratings00 Ratings
    Data Exploration
    Comparison of Data Exploration features of Anaconda and Astrato Analytics
    Feature
    Anaconda
    8.5
    25 Ratings
    0% above category average
    Astrato Analytics
    -
    Ratings
    Visualization9.025 Ratings00 Ratings
    Interactive Data Analysis8.024 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of Anaconda and Astrato Analytics
    Feature
    Anaconda
    9.0
    26 Ratings
    9% above category average
    Astrato Analytics
    -
    Ratings
    Interactive Data Cleaning and Enrichment8.823 Ratings00 Ratings
    Data Transformations8.026 Ratings00 Ratings
    Data Encryption9.719 Ratings00 Ratings
    Built-in Processors9.620 Ratings00 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of Anaconda and Astrato Analytics
    Feature
    Anaconda
    9.2
    24 Ratings
    8% above category average
    Astrato Analytics
    -
    Ratings
    Multiple Model Development Languages and Tools9.023 Ratings00 Ratings
    Automated Machine Learning8.921 Ratings00 Ratings
    Single platform for multiple model development10.024 Ratings00 Ratings
    Self-Service Model Delivery9.019 Ratings00 Ratings
    Model Deployment
    Comparison of Model Deployment features of Anaconda and Astrato Analytics
    Feature
    Anaconda
    9.5
    21 Ratings
    11% above category average
    Astrato Analytics
    -
    Ratings
    Flexible Model Publishing Options10.021 Ratings00 Ratings
    Security, Governance, and Cost Controls9.020 Ratings00 Ratings
    BI Standard Reporting
    Comparison of BI Standard Reporting features of Anaconda and Astrato Analytics
    Feature
    Anaconda
    -
    Ratings
    Astrato Analytics
    8.0
    4 Ratings
    2% below category average
    Pixel Perfect reports00 Ratings8.24 Ratings
    Customizable dashboards00 Ratings8.64 Ratings
    Report Formatting Templates00 Ratings7.24 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of Anaconda and Astrato Analytics
    Feature
    Anaconda
    -
    Ratings
    Astrato Analytics
    7.9
    4 Ratings
    1% below category average
    Drill-down analysis00 Ratings8.44 Ratings
    Formatting capabilities00 Ratings7.14 Ratings
    Integration with R or other statistical packages00 Ratings7.72 Ratings
    Report sharing and collaboration00 Ratings8.74 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of Anaconda and Astrato Analytics
    Feature
    Anaconda
    -
    Ratings
    Astrato Analytics
    8.9
    4 Ratings
    8% above category average
    Publish to Web00 Ratings9.44 Ratings
    Publish to PDF00 Ratings9.73 Ratings
    Report Versioning00 Ratings8.14 Ratings
    Report Delivery Scheduling00 Ratings8.43 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of Anaconda and Astrato Analytics
    Feature
    Anaconda
    -
    Ratings
    Astrato Analytics
    8.5
    4 Ratings
    6% above category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings8.74 Ratings
    Location Analytics / Geographic Visualization00 Ratings8.64 Ratings
    Predictive Analytics00 Ratings8.42 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of Anaconda and Astrato Analytics
    Feature
    Anaconda
    -
    Ratings
    Astrato Analytics
    8.8
    4 Ratings
    4% above category average
    Multi-User Support (named login)00 Ratings8.93 Ratings
    Role-Based Security Model00 Ratings8.93 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)00 Ratings8.74 Ratings
    Report-Level Access Control00 Ratings8.93 Ratings
    Single Sign-On (SSO)00 Ratings8.54 Ratings
    Mobile Capabilities
    Comparison of Mobile Capabilities features of Anaconda and Astrato Analytics
    Feature
    Anaconda
    -
    Ratings
    Astrato Analytics
    8.0
    2 Ratings
    3% above category average
    Responsive Design for Web Access00 Ratings9.02 Ratings
    Dashboard / Report / Visualization Interactivity on Mobile00 Ratings7.02 Ratings
    Application Program Interfaces (APIs) / Embedding
    Comparison of Application Program Interfaces (APIs) / Embedding features of Anaconda and Astrato Analytics
    Feature
    Anaconda
    -
    Ratings
    Astrato Analytics
    8.5
    1 Ratings
    9% above category average
    iFrames00 Ratings9.01 Ratings
    Themeable User Interface (UI)00 Ratings8.01 Ratings
    Best Alternatives
    AnacondaAstrato Analytics
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    Cyfe
    Score4 out of 10
    Medium-sized Companies
    Jupyter Notebook
    Score8.6 out of 10
    Qlik Cloud Analytics (Qlik Sense)
    Score8.2 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    Jaspersoft Community Edition
    Score7 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    AnacondaAstrato Analytics
    Likelihood to Recommend
    10.0
    (38 ratings)
    8.6
    (5 ratings)
    Likelihood to Renew
    7.0
    (1 ratings)
    -
    (0 ratings)
    Usability
    9.0
    (3 ratings)
    8.2
    (4 ratings)
    Support Rating
    8.9
    (9 ratings)
    9.0
    (1 ratings)
    User Testimonials
    AnacondaAstrato Analytics
    Likelihood to Recommend
    Anaconda
    I have asked all my juniors to work with Anaconda and Pycharm only, as this is the best combination for now. Coming to use cases: 1. When you have multiple applications using multiple Python variants, it is a really good tool instead of Venv (I never like it). 2. If you have to work on multiple tools and you are someone who needs to work on data analytics, development, and machine learning, this is good. 3. If you have to work with both R and Python, then also this is a good tool, and it provides support for both.
    Incentivized
    Read full review
    Astrato Analytics LTD.
    Astrato Analytics provides a feature-rich application that it easy to use for the non-technical user yet robust enough to create a sophisticated SaaS application. Astrato Analytics provides native integration to all the major large cloud data platforms and the implementation is very straight forward. The value provided through their feature-rich platform and competitive pricing is unmatched.
    Read full review
    Pros
    Anaconda
    • Anaconda is a one-stop destination for important data science and programming tools such as Jupyter, Spider, R etc.
    • Anaconda command prompt gave flexibility to use and install multiple libraries in Python easily.
    • Jupyter Notebook, a famous Anaconda product is still one of the best and easy to use product for students like me out there who want to practice coding without spending too much money.
    Incentivized
    Read full review
    Astrato Analytics LTD.
    • Writeback to the database is simple and straightforward and allows us to build apps in the tool with a level of interation that is not possible with other BI tools
    • Version control that is built into the workbooks allows us to quickly deploy changes without the fear of losing the older version and maintianing both a historcal updates and the ability to rollback
    • Easy connectivity to a wide range of data platforms including Snowflake, Databricks, and Google Workspace within the same tenant allows us to leverage data from each of these platforms for specific use cases
    Read full review
    Cons
    Anaconda
    • It can have a cloud interface to store the work.
    • Compatible for large size files.
    • I used R Studio for building Machine Learning models, Many times when I tried to run the entire code together the software would crash. It would lead to loss of data and changes I made.
    Incentivized
    Read full review
    Astrato Analytics LTD.
    • The product is still young, as a consequence, some features aren't as mature as competitors. Astrato has worked to catch up quickly, by rolling out new features regularly
    • Better ability to control icons and themes from a central point, instead of having to add/change them on each report
    Incentivized
    Read full review
    Likelihood to Renew
    Anaconda
    It's really good at data processing, but needs to grow more in publishing in a way that a non-programmer can interact with. It also introduces confusion for programmers that are familiar with normal Python processes which are slightly different in Anaconda such as virtualenvs.
    Incentivized
    Read full review
    Astrato Analytics LTD.
    No answers on this topic
    Usability
    Anaconda
    I am giving this rating because I have been using this tool since 2017, and I was in college at that time. Initially, I hesitated to use it as I was not very aware of the workings of Python and how difficult it is to manage its dependency from project to project. Anaconda really helped me with that. The first machine-learning model that I deployed on the Live server was with Anaconda only. It was so managed that I only installed libraries from the requirement.txt file, and it started working. There was no need to manually install cuda or tensor flow as it was a very difficult job at that time. Graphical data modeling also provides tools for it, and they can be easily saved to the system and used anywhere.
    Incentivized
    Read full review
    Astrato Analytics LTD.
    It is a very intuitive system, a pleasure to use, practical and simple, for medium to advanced activities. BI supervisors are delighted with much of the functionality, but highlight some weaknesses that they still have, such as the loading speed in HEIC-type files.

    Without a doubt, it is a tool that has become essential in our business routine.
    Incentivized
    Read full review
    Support Rating
    Anaconda
    Anaconda provides fast support, and a large number of users moderate its online community. This enables any questions you may have to be answered in a timely fashion, regardless of the topic. The fact that it is based in a Python environment only adds to the size of the online community.
    Incentivized
    Read full review
    Astrato Analytics LTD.
    Very friendly, with online help, blog and community. The template documentation could be more complete, however.
    Incentivized
    Read full review
    Alternatives Considered
    Anaconda
    I have experience using RStudio oustide of Anaconda. RStudio can be installed via anaconda, but I like to use RStudio separate from Anaconda when I am worin in R. I tend to use Anaconda for python and RStudio for working in R. Although installing libraries and packages can sometimes be tricky with both RStudio and Anaconda, I like installing R packages via RStudio. However, for anything python-related, Anaconda is my go to!
    Incentivized
    Read full review
    Astrato Analytics LTD.
    To scale PowerBi, we would have needed a staff of technical folks and a substantial budget, and we still probably could not have created the robust SaaS application we did with Astrato Analytics. Astrato Analytics allowed for a staff of two to create and rollout a SaaS Application in under 60 days and provided hands on support to us as needed. There really is no comparison.
    Read full review
    Return on Investment
    Anaconda
    • It has helped our organization to work collectively faster by using Anaconda's collaborative capabilities and adding other collaboration tools over.
    • By having an easy access and immediate use of libraries, developing times has decreased more than 20 %
    • There's an enormous data scientist shortage. Since Anaconda is very easy to use, we have to be able to convert several professionals into the data scientist. This is especially true for an economist, and this my case. I convert myself to Data Scientist thanks to my econometrics knowledge applied with Anaconda.
    Incentivized
    Read full review
    Astrato Analytics LTD.
    • The ability to unify multiple platforms in Astrato provides cost savings.
    Read full review
    ScreenShots

    Astrato Analytics Screenshots

    Screenshot of from the Gallery Dashboard: Maventech CRM Sales PerformanceScreenshot of from the Gallery Dashboard: Healthcare Analytics
The comprehensive Healthcare System Dashboard was designed for Bedford Health System, a tool leveraging Astrato’s data visualization capabilities. This dashboard provides a holistic view of various critical healthcare metrics, enabling informed decision-making and strategic planning.Screenshot of how to add custom data into the semantic layer