TrustRadius: an HG Insights company

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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Mage AI

    Score8.6 out of 10
    N/AMage AI is a cloud-native Data Pipeline orchestration platform designed to facilitate the development, deployment, and management of data-intensive applications. The system provides a managed environment for building modular data workflows that integrate with existing cloud infrastructure and AI developer toolchains.

    $0

    per user

    Plotly Dash

    Score8 out of 10
    N/APlotly headquartered in Montreal creates data visualization and UI tools for ML, data science, engineering, and the sciences with language support for Python, R, Julia, and JS. Plotly's Dash aims to empower teams to build data science and ML apps that put Python, R, and Julia in the hands of business users. The vendor states that full stack apps that would typically require a front-end, backend, and dev ops team can be built and deployed in hours by data scientists with Dash.N/A
    Pricing
    Mage AIPlotly Dash
    Editions & Modules
    Hobby
    $0
    per user
    Pro
    $2,000
    per month per user
    No answers on this topic
    Offerings
    Pricing Offerings
    Mage AIPlotly Dash
    Free Trial
    YesNo
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesNo
    Entry-level Setup FeeOptionalNo setup fee
    Additional DetailsContact vendor for pricing information.—
    More Pricing Information
    Features
    Mage AIPlotly Dash
    Platform Connectivity
    Comparison of Platform Connectivity features of Mage AI and Plotly Dash
    Feature
    Mage AI
    -
    Ratings
    Plotly Dash
    8.9
    3 Ratings
    6% above category average
    Connect to Multiple Data Sources00 Ratings8.43 Ratings
    Extend Existing Data Sources00 Ratings9.33 Ratings
    Automatic Data Format Detection00 Ratings8.43 Ratings
    MDM Integration00 Ratings9.52 Ratings
    Data Exploration
    Comparison of Data Exploration features of Mage AI and Plotly Dash
    Feature
    Mage AI
    -
    Ratings
    Plotly Dash
    9.0
    4 Ratings
    7% above category average
    Visualization00 Ratings9.04 Ratings
    Interactive Data Analysis00 Ratings9.04 Ratings
    Data Preparation
    Comparison of Data Preparation features of Mage AI and Plotly Dash
    Feature
    Mage AI
    -
    Ratings
    Plotly Dash
    6.2
    2 Ratings
    27% below category average
    Interactive Data Cleaning and Enrichment00 Ratings4.42 Ratings
    Data Transformations00 Ratings8.52 Ratings
    Data Encryption00 Ratings3.92 Ratings
    Built-in Processors00 Ratings8.02 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of Mage AI and Plotly Dash
    Feature
    Mage AI
    -
    Ratings
    Plotly Dash
    8.4
    2 Ratings
    1% below category average
    Multiple Model Development Languages and Tools00 Ratings9.02 Ratings
    Automated Machine Learning00 Ratings7.01 Ratings
    Single platform for multiple model development00 Ratings9.02 Ratings
    Self-Service Model Delivery00 Ratings8.52 Ratings
    Model Deployment
    Comparison of Model Deployment features of Mage AI and Plotly Dash
    Feature
    Mage AI
    -
    Ratings
    Plotly Dash
    9.7
    2 Ratings
    13% above category average
    Flexible Model Publishing Options00 Ratings9.52 Ratings
    Security, Governance, and Cost Controls00 Ratings10.02 Ratings
    Best Alternatives
    Mage AIPlotly Dash
    Small Businesses
    No answers on this topic
    RapidMiner
    Score8.9 out of 10
    Medium-sized Companies
    No answers on this topic
    Anaconda
    Score8.8 out of 10
    Enterprises
    No answers on this topic
    IBM Watson Studio
    Score10 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Mage AIPlotly Dash
    Likelihood to Recommend
    8.5
    (2 ratings)
    8.0
    (4 ratings)
    User Testimonials
    Mage AIPlotly Dash
    Likelihood to Recommend
    Mage
    Mage is well-suited for probability score for uptake of every product is calculated for customers using ML/ Regression models, choosing customers for a product/ Top products for a customer, based on the requirement and Identifying popular product combinations using association rules from Market Basket Analysis (or affinity Analysis)\Bundle these products as combos.
    Incentivized
    Read full review
    Plotly
    Applicable for data visualization across disciplines. I have used it for data from buildings, building occupancy, public health, and statistics. It is a useful tool to use for big data. It has nice templates and a number of interesting visualization types. If you are familiar with R and python it is easy to use.
    Incentivized
    Read full review
    Pros
    Mage
    • Ranking algorithms.
    • Cloud-based tool.
    • Increase user engagement.
    Incentivized
    Read full review
    Plotly
    • Powerful visualization options.
    • Ability to create in-browser interactive visualization apps.
    • Ability to create hosted apps.
    • Allows you to develop web-based reporting applications without requiring web application development expertise.
    Incentivized
    Read full review
    Cons
    Mage
    • Acquisition Contribution.
    • Business Intelligence Reporting.
    • Data Destinations.
    Incentivized
    Read full review
    Plotly
    • Would be good if Dashboard Engine was included in the Enterprise VPC plan
    • Would love to see ready made fintech apps
    Incentivized
    Read full review
    Alternatives Considered
    Mage
    Mage was the easiest in terms of ease of implementation due to its no-code functionality. However, Mage doesn't have a whole ecosystem like AWS and slightly falls behind there.
    Incentivized
    Read full review
    Plotly
    Incentivized
    Read full review
    Return on Investment
    Mage
    • Business Understanding.
    • Data Acquisition and Understanding.
    • Data Modeling and Evaluation.
    Incentivized
    Read full review
    Plotly
    • A no-cost option as it is open sourced.
    Incentivized
    Read full review
    ScreenShots