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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Databox

    Score10 out of 10
    N/ADatabox is business intelligence software built for teams that need fast, actionable insights.

    $79

    per month

    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
    DataboxPlotly Dash
    Editions & Modules
    Free
    $0
    1 user, 3 data sources & 50 AI credits/mo included
    Analyst
    $89
    per month 1 user, 5 data sources & 150 AI credits/mo included
    Team
    $249
    per month 3 users, 10 data sources & 500 AI credits/mo included
    Agency
    Starting at $99
    per month 4 clients, unlimited users, 20 data sources & 300 AI credits/mo included
    Custom
    Contact us
    More users, More data sources, More AI credits/mo, We optimize it as your needs
    No answers on this topic
    Offerings
    Pricing Offerings
    DataboxPlotly Dash
    Free Trial
    YesNo
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details20% discount for annual pricing.—
    More Pricing Information
    Features
    DataboxPlotly Dash
    BI Standard Reporting
    Comparison of BI Standard Reporting features of Databox and Plotly Dash
    Feature
    Databox
    9.3
    8 Ratings
    13% above category average
    Plotly Dash
    -
    Ratings
    Pixel Perfect reports10.05 Ratings00 Ratings
    Customizable dashboards8.98 Ratings00 Ratings
    Report Formatting Templates8.98 Ratings00 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of Databox and Plotly Dash
    Feature
    Databox
    8.6
    8 Ratings
    7% above category average
    Plotly Dash
    -
    Ratings
    Drill-down analysis8.06 Ratings00 Ratings
    Formatting capabilities8.98 Ratings00 Ratings
    Integration with R or other statistical packages7.93 Ratings00 Ratings
    Report sharing and collaboration9.48 Ratings00 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of Databox and Plotly Dash
    Feature
    Databox
    8.3
    8 Ratings
    1% above category average
    Plotly Dash
    -
    Ratings
    Publish to Web8.96 Ratings00 Ratings
    Publish to PDF8.97 Ratings00 Ratings
    Report Versioning7.74 Ratings00 Ratings
    Report Delivery Scheduling8.98 Ratings00 Ratings
    Delivery to Remote Servers7.13 Ratings00 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of Databox and Plotly Dash
    Feature
    Databox
    7.7
    7 Ratings
    4% below category average
    Plotly Dash
    -
    Ratings
    Pre-built visualization formats (heatmaps, scatter plots etc.)8.36 Ratings00 Ratings
    Location Analytics / Geographic Visualization7.04 Ratings00 Ratings
    Predictive Analytics7.95 Ratings00 Ratings
    Platform Connectivity
    Comparison of Platform Connectivity features of Databox and Plotly Dash
    Feature
    Databox
    -
    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 Databox and Plotly Dash
    Feature
    Databox
    -
    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 Databox and Plotly Dash
    Feature
    Databox
    -
    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 Databox and Plotly Dash
    Feature
    Databox
    -
    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 Databox and Plotly Dash
    Feature
    Databox
    -
    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
    DataboxPlotly Dash
    Small Businesses
    Cyfe
    Score4 out of 10
    RapidMiner
    Score8.9 out of 10
    Medium-sized Companies
    Qlik Cloud Analytics (Qlik Sense)
    Score8.1 out of 10
    Anaconda
    Score8.8 out of 10
    Enterprises
    Sisense
    Score6.9 out of 10
    IBM Watson Studio
    Score10 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    DataboxPlotly Dash
    Likelihood to Recommend
    8.0
    (8 ratings)
    8.0
    (4 ratings)
    Usability
    9.0
    (1 ratings)
    -
    (0 ratings)
    Support Rating
    9.8
    (3 ratings)
    -
    (0 ratings)
    User Testimonials
    DataboxPlotly Dash
    Likelihood to Recommend
    Databox
    I believe Databox can be an asset for any company. We are a small company, but I can see the value for large companies too. Databox is a great fit for departments or organizations that need to put their data into a readable form without needing a ton of reports. Databox allows you to save time and put together a nice report without having to do too much extra work. Once it is set up, it basically runs on its own at the frequency you set. I personally receive a daily report and have it sent to the respective people on the day of our meeting so we can quickly review it.
    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
    Databox
    • Create dashboards from a variety of data sources.
    • Set & track goals based on the data and metrics provided.
    • Send alerts and scorecard updates to Slack and email automatically.
    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
    Databox
    • Some types of data can only be reported on for 1-2 months back. Unless I'm misunderstanding the function of the software this seems really weird. I can't figure out how to report on Activities more than 2 months ago
    Incentivized
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    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
    Usability
    Databox
    Databox is an intuitive, well-designed platform that can be used by non-technical marketers. It is easy to learn, and while set up takes time, usability is high and the team has enjoyed creating custom dashboards and clients have also given us great feedback regarding its usability and value. While other BI tools are much more complex to navigate, Databox is a breeze.
    Incentivized
    Read full review
    Plotly
    No answers on this topic
    Support Rating
    Databox
    I have really enjoyed using Databox and have seen the value of it in many ways. They also continue to improve the functions of it and grow their integrations and templates. I look forward to continuing to use Databox in the future, potentially even finding ways to incorporate it into other departments to help them with reporting as well.
    Incentivized
    Read full review
    Plotly
    No answers on this topic
    Alternatives Considered
    Databox
    Databox is unique in its ability to report from multiple data sources. Google Analytics is the standard when it comes to web metrics, but it's just one of the tools that integrates with Databox. Tableau is fantastic for data visualizations and reporting, but it's much more expensive than Databox, so it's not ideal for everyone. Tableau is also superior with customization
    Incentivized
    Read full review
    Plotly
    Incentivized
    Read full review
    Return on Investment
    Databox
    • It has helped us to show our value to clients
    • Easily digestible dashboards make it easy to understand what you're looking at
    Incentivized
    Read full review
    Plotly
    • A no-cost option as it is open sourced.
    Incentivized
    Read full review
    ScreenShots

    Databox Screenshots

    Screenshot of Better-informed actions by you, your team, or agents.Screenshot of Combine your performance data with AI-powered analysis and workflows, so you can analyze, report, and take better-informed action faster.Screenshot of Use MCP connectors to bring trusted Databox data into your AI tools and get answers grounded in your business performance.Screenshot of Create clear dashboards and reports that keep everyone aligned on performance and the metrics that matter.Screenshot of Bring all your data together in one place, with consistent metrics you can confidently use to make decisions.Screenshot of Connect your favorite tools and bring all your data into one place for a complete view of your performance.