Top 5 Affordable and Open-source Alternatives to Looker in 2022
by Di Hoang
Looker is a business intelligence solution that provides an innovative approach for real-time data exploration and analytics. However, in spite of all its wonderful features, you may find that Looker is not perfectly suited for your team due to its expensive pricing plan and high learning curve. For more comprehensive analysis of Looker, feel free to check its strengths and weaknesses here.
In this article, we will help you curate the top 5 affordable and open-source Looker alternatives, offering not only their own robust feature sets such as data modeling, self-service analytics, data reusability, etc. but also more flexible pricing plans. Hopefully, after reading our blog post, you’ll find the Looker alternative that best fits your needs.
Top Five Looker Alternatives
- Holistics — An self-service BI platform with a code-based data modeling layer.
- Metabase — An open-source business intelligence tool that makes analytics accessible to those without knowledge of SQL
- Qlik Sense — A dynamic self-service analytics and visualization tool that's relatively affordable.
- Microsoft Power BI — A powerful, full-featured business intelligence and analytics service that includes data modeling, built on a Microsoft-centric stack.
- Sisense — A programmatic business intelligence platform that's designed to empower business users with data. Now merged with Periscope.
Holistics is a powerful self-service analytics platform providing a centralized data modeling approach for BI teams.
With Holistics, data teams can create and govern a central definition of business metrics and data logic. Based on these predefined logics, business users can perform self-service data exploration, build their own reports, and get accurate analytics without repeatedly involving data analysts. Dashboards and data logic can also be serialized into code and checked into Git version control repository.
Free and starting from $100/month
- Gentle learning curve
- Self-service analytics with a drag-and-drop interface for non-technical users
- Centralized data management that prevents data knowledge from being locked to a few individuals
- Powerful data modeling for scalable data analytics stack.
- ETL & automated workflow with numerous integrations
- Powerful delivery capabilities via Email/Slack Schedule and Alerts, Shareable links and Embedded Analytics
- Git version control available: Commit your analytics code to Git and track every change, perform branching, code reviews to ensure accurate analytics workflow.
- Define business logic, modeling and datasets using Holistics's custom DSL language (similar to LookML) for analytics.
- Seamless dbt integration: Perform data modeling and transformation at dbt layer, and push those definitions to Holistics BI layer.
- Young product with some features still in progress
- Strong permission control but complicated for small companies
- Doesn't support complicated charts
Metabase is an open-source business intelligence tool that makes analytics accessible to everyone without knowledge of SQL. This Looker alternative lets you ask questions about your data and displays answers in formats that make sense, whether that's a bar graph or a detailed table.
However, Metabase's data modeling functionality is very limited, giving you only the most basic ability to define logic and relationships between data models. That said, we think Metabase is perfect for teams that do not need to do very complex things with their data.
Free business intelligence software
- Free business intelligence tool
- Light weight
- Simplified and easy-to-use interface, which is suitable for the less technical-savvy
- Have to set-up on your own server and need to maintain the infrastructure
- Limited multiple integrations
- Limited variety of charts and settings
- Weak permission control
- Not suitable for comprehensive and ad-hoc analytics
- Rudimentary data modeling layer, nowhere near Looker's data modeling.
Qlik Sense is a dynamic self-service analytics and visualization tool that simplifies data exploration for a full spectrum of users. With intuitive data prep, drag-and-drop abilities and drill-down features, organizations can easily spot and share data relationships and key insights quickly and efficiently.
Free and Starting from $15/user per month
- Helpful self-service analytics with a drag-and-drop interface
- Provide predictive analysis and trend indicators
- Allow centralized management through centralizing locations for users to develop and sharing apps, data stories and insights quickly and efficiently
- Robust mobile apps, designed with a mobile-first attitude
- Inflexible data extraction capabilities
- Limited visualization due to lack of some basic charts
- Complicated token pricing model
- Data solution is normally sluggish when working with large data sets
- Non-SQL based data modeling layer
Microsoft Power BI
Microsoft Power BI is a cloud-based business intelligence and analytics service that provides a full overview of your most critical data. Connecting to all of your data sources, Power BI simplifies data evaluation and sharing with scalable dashboards, interactive reports, embedded visuals and more.
Free and starting from $9.99 per user per month
- A free cloud-based business intelligence service
- Excel-like and easy-to-use interface with the ability to create and import simple visuals, thus empowering Excel users
- Good report visualization capabilities with numerous data chart types
- Allow you not only to connect to various data sources but also heavily integrate with Microsoft’s portfolio such as Office 365, Microsoft Excel, Azure, and SQL Server
- Comes with a powerful data modeling layer.
Related reading: Open-source Data Modeling Solutions For Any Data Teams
- Intuitive ... to power Excel users
- Doesn't handle large data sources well
- Pretty complex to understand and use
- Insufficient BI initiatives, for example, there is no way to publish reports and associated data together with Power BI Desktop
- Users have to learn DAX/PowerM in order to be effective.
- Data models can only be used on Windows machines
- Powerful but heavy
The last Looker alternative that we would like to recommend to you is Sisense. It is a business intelligence platform helping you come up with data-driven decisions by redefining all aspects of business analytics. The solution is known for providing instant answers so that you get to immediately reap its benefits, resulting in early ROI delivery. Sisense is easy to use, sporting a drag-and-drop feature, making it one of the most popular solutions of its kind.
Not really best-suit for Startups, but is a bit more affordable than Looker pricing plan
- Offer both an on-premise and cloud-based option
- High ability to work with large datasets by using a columnar database approach, which makes it easier for the Sisense system to pull big queries
- Sisense’s Elasticube™ allowing users to take data snapshots
- Fast implementation and time to insights with well-designed dashboards and various chart types
- Require high power of server, amount of space and resources
- Require a certain period of time for setup, configuration, and user adoption
- Elasticube functionality tends to be time-consuming and prone to errors, especially with failure to build errors
As we've seen, when it comes to choosing the right Looker alternatives for your team, we have plenty of business intelligence options to choose from. We encourage you to contact these vendors directly if you would like to learn more about their solutions, in order to discover how it might best fit into your team's needs!
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