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AWS Glue VS Databox

Compare AWS Glue VS Databox and see what are their differences

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Turn SQL Data into Decisions. Build professional dashboards and data visualizations without technical expertise. Easily embed analytics anywhere, receive automated alerts, and discover AI-powered insights all through a straightforward interface. featured
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Contents:
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  3. » Reviews
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AWS Glue logo AWS Glue

Fully managed extract, transform, and load (ETL) service

Databox logo Databox

Databox is an easy-to-use analytics platform that helps growing businesses centralize their data, and use it to make better decisions and improve performance.
  • AWS Glue Landing page
    Landing page //
    2022-01-29
  • Databox Databox Home
    Databox Home //
    2024-11-08

Databox is an easy-to-use analytics platform for growing businesses. By connecting all your tools, you can centralize your data in one place and then visualize, track, analyze, and report on key metrics across your entire organization.

We’ve taken powerful analytics features, normally found in complex enterprise tools, and made them accessible for growing businesses. Now, anyone on your team can use data to make better decisions and improve performance.

  • Build custom dashboards without code, so you always know how you’re performing.
  • Create automated reports to share updates, dashboards, and context with your team or clients.
  • Set goals for every team, and track their progress automatically.
  • Use Benchmarks to see how you compare to companies like yours, and find opportunities to improve.
  • And, use Forecasts to predict future performance and plan better now.

AWS Glue features and specs

  • Fully Managed
    AWS Glue is a fully managed ETL (Extract, Transform, Load) service, which means you don't need to manage any underlying infrastructure. This reduces the operational overhead and allows you to focus on the data processing tasks.
  • Scalability
    AWS Glue can automatically scale resources up or down based on the demand and workload, ensuring optimal performance without manual intervention.
  • Serverless
    Being serverless, there are no servers to manage or maintain. You only pay for the resources that you consume, which can result in significant cost savings.
  • Integrated Data Catalog
    AWS Glue comes with a built-in data catalog that helps you organize and discover your data. It automatically indexes and maintains metadata about your data, making it easier to manage.
  • Support for Multiple Data Sources
    AWS Glue supports a variety of data sources including Amazon S3, RDS, Redshift, and many external databases, providing flexibility in your ETL processes.
  • Developer Tools
    AWS Glue provides developer endpoints for custom ETL logic, and integrates with AWS SDKs, Boto3, and the AWS CLI, allowing for a flexible development experience.

Possible disadvantages of AWS Glue

  • Complex Pricing
    The pricing model for AWS Glue can be complicated, involving multiple components such as Data Processing Units (DPUs), data catalog storage, and crawler costs, which may make it hard to estimate costs.
  • Learning Curve
    There is a significant learning curve for developers who are new to AWS Glue, especially when it comes to understanding its various components and configurations.
  • Performance for Small Datasets
    AWS Glue is optimized for large-scale data processing, which may result in suboptimal performance and higher costs for smaller datasets.
  • Vendor Lock-in
    Using AWS Glue ties you to the AWS ecosystem, making it harder to switch to another cloud provider without significant rework of your ETL pipelines and data catalog.
  • Limited Debugging Tools
    The debugging and troubleshooting tools for AWS Glue are somewhat limited compared to other mature ETL tools, which may complicate the development and maintenance of ETL jobs.
  • Job Run Delays
    There can be delays in job startup times, which can be problematic for certain time-sensitive applications requiring near real-time data processing.

Databox features and specs

  • User-Friendly Interface
    Databox offers an intuitive and easy-to-navigate interface that allows users of all technical levels to create, manage, and analyze dashboards without extensive training.
  • Integration Capabilities
    Databox supports integration with numerous popular data sources such as Google Analytics, HubSpot, Salesforce, and more, enabling users to bring all their data into one unified platform.
  • Customizable Dashboards
    Users can tailor dashboards to meet their specific needs by customizing widgets, charts, and graphs, providing flexibility in the representation of data.
  • Real-time Data Updates
    Databox provides real-time data updates, allowing users to make timely and informed decisions based on the most current information available.
  • Mobile App Availability
    Databox offers a mobile application for both iOS and Android, making it convenient for users to access their dashboards and data insights on the go.
  • Pre-designed Templates
    The platform comes with pre-designed templates that can help users get started quickly and effortlessly, saving time on dashboard creation.

Possible disadvantages of Databox

  • Pricing
    Databox can be considered expensive for small businesses or individual users, particularly if advanced features and additional integrations are required.
  • Learning Curve for Advanced Features
    While simple tasks are straightforward, there may still be a learning curve for users who want to take full advantage of Databox's more advanced analytics and customization features.
  • Limited Data Source Customization
    Although Databox integrates with many data sources, there can be limitations in how data from these sources can be customized or manipulated within the platform.
  • Dependency on Third-Party Integrations
    Since Databox relies heavily on third-party integrations, any issues or outages with these services can impact the functionality and accuracy of the dashboards.
  • Potential Performance Issues
    Some users have reported occasional performance issues, such as slow load times or lags when dealing with large datasets or complex visualizations.
  • Support for Complex Data Queries
    For users who require complex data queries and manipulations, Databox might fall short, as it is more focused on visualizations and less on advanced data analysis functionalities.

AWS Glue videos

+ Add

Build ETL Processes for Data Lakes with AWS Glue - AWS Online Tech Talks

More videos:

  • Review - AWS re:Invent BDT 201: AWS Data Pipeline: A guided tour
  • Review - Getting Started with AWS Glue Data Catalog
  • Review - Bajaj Housing Finance Limited: Serverless Data Pipelines with AWS Glue and Amazon Aurora PGSQL

Databox videos

+ Add

Databox - Business Analytics Platform & KPI Dashboards

More videos:

  • Review - Save Hours on Marketing Reports, Use Databox | My Favourite Tools #4
  • Review - Databox Review: Automated Client Reporting for Agencies — #AgencyToolbox

Category Popularity

0-100% (relative to AWS Glue and Databox)

AWS Glue

Databox

ETL
100 100%
ETL
0% 0
Data Dashboard
0 0%
Data Dashboard
100% 100
Data Integration
100 100%
Data Integration
0% 0
Business Intelligence
0 0%
Business Intelligence
100% 100

User comments

Share your experience with using AWS Glue and Databox. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare AWS Glue and Databox

AWS Glue Reviews

Best ETL Tools: A Curated List
AWS Glue is a fully managed serverless ETL service from Amazon Web Services (AWS) designed to automate and simplify the data preparation process for analytics. Its serverless architecture eliminates the need to manage infrastructure. As part of the AWS ecosystem, it is integrated with other AWS services, making it a go-to choice for cloud-based data integration for...
Source: estuary.dev
10 Best ETL Tools (October 2023)
AWS Glue is an end-to-end ETL offering intended to make ETL workloads easier and more integratable with the larger AWS ecosystem. One of the more unique aspects of the tool is that it is serverless, meaning Amazon automatically provisions a server and shuts it down following the completion of the workload.
Source: www.unite.ai
15+ Best Cloud ETL Tools
AWS Glue is a serverless data integration service designed to streamline analytics, machine learning, and app development tasks. It discovers, prepares, and moves data from a myriad of sources and offers a seamless integration experience. AWS Glue's inclusive toolset and automatic scaling let you focus on gaining insights from data instead of managing infrastructure.
Source: estuary.dev
Top 14 ETL Tools for 2023
Notably, AWS Glue is serverless, which means that Amazon automatically provisions a server for users and shuts it down when the workload is complete. AWS Glue also includes features such as job scheduling and “developer endpoints” for testing AWS Glue scripts, improving the tool’s ease of use.
Source: www.integrate.io
A List of The 16 Best ETL Tools And Why To Choose Them
Better yet, when interacting with AWS Glue, practitioners can choose between a drag-and-down GUI, a Jupyter notebook, or Python/Scala code. AWS Glue also offers support for various data processing and workloads that meet different business needs, including ETL, ELT, batch, and streaming.
Source: www.datacamp.com

Databox Reviews

8 Databox Alternatives: Which One Is The Best?
If you are unsatisfied with the features or pricing models of Databox, you can check the platforms I have listed below. Even though you are not sure or confused about the options, you should not decide before examining all the pros and cons of the listed tools. However, if you are still not satisfied with the listed options, HockeyStack will help you get informed about...
Source: hockeystack.com
27 dashboards you can easily display on your office screen with Airtame 2
Databox has a clever drag-and-drop editor that makes data visualization a breeze. It has a ton of integration options so you can connect all data sources, no matter where you want your information to come from.
Source: airtame.com
5+ Cheap Alternatives & Competitors Of ChartMogul
Databox is famous among all the businesses as it provides analytics of almost all the business sectors, payment analytics being one of them. Another fascinating feature that makes Databox a cheap alternative to ChartMogul is the availability of multiple dashboards which can be customized using a drag-and-drop editor.
Source: www.inkthemes.com
5+ Cheapest PayPal Payment Metrics Services
Databox is a leading payment analytic software provider which gives you all the business KPIs at one place, the system also provide the PayPal analytics software which can be used to monitor your balance, sales, fees, refunds and much more. You can also know what are the top products and services that are purchased by your customers.
Source: www.pabbly.com

Social recommendations and mentions

Based on our record, AWS Glue should be more popular than Databox. It has been mentiond 14 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

AWS Glue mentions (14)

  • Vector: A lightweight tool for collecting EKS application logs with long-term storage capabilities
    In this article, we present an architecture that demonstrates how to collect application logs from Amazon Elastic Kubernetes Service (Amazon EKS) via Vector, store them in Amazon Simple Storage Service (Amazon S3) for long-term retention, and finally query these logs using AWS Glue and Amazon Athena. - Source: dev.to / 7 days ago
  • Build Your Movie Recommendation System Using Amazon Personalize, MongoDB Atlas, and AWS Glue
    AWS Glue is a fully managed extract, transform, and load (ETL) service that makes it easy to prepare and load data for analysis. It helps bridge the gap between our MongoDB Atlas data and the services we'll use for recommendation. - Source: dev.to / about 1 year ago
  • Using Snowflake data hosted in GCP with AWS Glue
    AWS Glue is a fully managed extract, transform, and load (ETL) service provided by Amazon Web Services (AWS). It is designed to make it easy for users to prepare and load their data for analysis. AWS Glue simplifies the process of building and managing ETL workflows by providing a serverless environment for running ETL jobs. - Source: dev.to / over 1 year ago
  • How to check for quality? Evaluate data with AWS Glue Data Quality
    It is serverless data integration service to allow you to easily scale your workloads in preparing data and moving transformed data into a target location. - Source: dev.to / almost 2 years ago
  • Deploying a Data Warehouse with Pulumi and Amazon Redshift
    So in the next post, we'll do that: We'll take what we've done here, add a few more components with Pulumi and AWS Glue, and wire it all up with a few magical lines of Python scripting. - Source: dev.to / over 2 years ago
View more

Databox mentions (6)

View more

What are some alternatives?

When comparing AWS Glue and Databox, you can also consider the following products

AWS Database Migration Service - AWS Database Migration Service allows you to migrate to AWS quickly and securely. Learn more about the benefits and the key use cases.

Geckoboard - Get to know Geckoboard: Instant access to your most important metrics displayed on a real-time dashboard.

Xplenty - Xplenty is the #1 SecurETL - allowing you to build low-code data pipelines on the most secure and flexible data transformation platform. No longer worry about manual data transformations. Start your free 14-day trial now.

Supermetrics - Supermetrics simplifies marketing analytics by connecting, consolidating, and centralizing data from 150+ platforms into your favorite tools. Trusted by 200K+ organizations, we empower marketers to focus on insights, not manual work.

Skyvia - Free cloud data platform for data integration, backup & management

Klipfolio - Klipfolio is an online dashboard platform for building powerful real-time business dashboards for your team or your clients.

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