Software Alternatives, Accelerators & Startups

Metabase VS DataBrain

Compare Metabase VS DataBrain and see what are their differences

Metabase logo Metabase

Metabase is the easy, open source way for everyone in your company to ask questions and learn from...

DataBrain logo DataBrain

AI-powered Embedded analytics platform for your customers
  • Metabase Landing page
    Landing page //
    2024-10-22
  • DataBrain Landing page
    Landing page //
    2024-09-06
  • DataBrain Sample Dashboard using DataBrain
    Sample Dashboard using DataBrain //
    2024-09-06

DataBrain helps product teams craft and share beautiful dashboards with customers, vendors and partners using natural language. DataBrain provides a robust SDK that allows for extreme customizability to match your design and charting system, saving engineering and product teams hours of time and resources.

Metabase

$ Details
freemium $85.0 / Monthly (5 users, 3-day email support, Custom domains.)
Platforms
-
Release Date
-

DataBrain

$ Details
paid Free Trial $999.0 / Monthly (Unlimited seats, 3 data sources)
Platforms
Databricks Snowflake Redshift MongoDB Postgres MySQL
Release Date
2023 June
Startup details
Country
United States
State
CA
Founder(s)
Rahul Pattamatta, Vysakh Sreenivasan
Employees
10 - 19

Metabase features and specs

  • Ease of Use
    Metabase offers an intuitive and user-friendly interface, which makes it easy for non-technical users to generate and analyze reports without requiring SQL knowledge.
  • Open Source
    Being open-source, Metabase allows organizations to customize and extend the tool according to their needs, and it can be self-hosted to retain full control over data.
  • Quick Setup
    Deploying Metabase is straightforward and can be accomplished quickly, enabling teams to start analyzing data almost immediately.
  • Integrations
    Metabase integrates with a wide array of databases and data sources, making it versatile for organizations with diverse data environments.
  • Visualization Options
    It provides a variety of visualization options, from simple charts to complex dashboards, to help users better understand their data.
  • Community Support
    As an open-source project, Metabase has a strong community that contributes to its development and offers support through forums and documentation.
  • Embedded Analytics
    Metabase offers an embedded analytics feature which allows organizations to integrate dashboards and reports into their own applications.

Possible disadvantages of Metabase

  • Limited Advanced Analytics
    While great for basic reporting, Metabase lacks some of the advanced analytics capabilities offered by more specialized BI tools.
  • Scaling Issues
    Metabase might face performance issues as data volume and user base grow, making it less suitable for very large-scale deployments without significant optimization.
  • Customization Limitations
    Even though Metabase is open-source, some users find its customization options limited compared to other BI tools, especially regarding dashboard design.
  • Security Features
    The platform's security features are not as robust as those of some enterprise-level BI tools, potentially requiring additional measures for highly sensitive data.
  • Dependency on Third-Party Services
    For certain features, Metabase may rely on third-party services, which could introduce additional points of failure and dependency.
  • Limited Collaboration Tools
    Collaboration features are somewhat basic compared to those offered by more comprehensive BI platforms, possibly making teamwork less efficient.
  • No Mobile App
    Metabase does not offer a dedicated mobile app, which could be a limitation for users who need to access dashboards and reports on the go.

DataBrain features and specs

No features have been listed yet.

Analysis of Metabase

Overall verdict

  • Overall, Metabase is a solid choice for businesses seeking an intuitive and powerful business intelligence tool. Its combination of ease of use, functionality, and cost-effectiveness makes it a popular option among small to medium-sized enterprises as well as larger organizations looking to empower their teams with data-driven insights.

Why this product is good

  • Metabase is considered good due to its user-friendly interface, which allows non-technical users to create and share dashboards and reports easily. It integrates seamlessly with various data sources and provides a flexible query builder for more advanced data analysis. Additionally, it offers an open-source version, which can be a cost-effective solution for organizations looking to implement business intelligence tools without incurring high expenses.

Recommended for

  • Small to medium-sized businesses looking for a budget-friendly BI tool
  • Teams with limited technical expertise who still need to access and analyze data
  • Organizations looking for open-source business intelligence solutions
  • Companies that require a tool that can quickly integrate with existing data sources

Metabase videos

What is Metabase?

More videos:

  • Demo - See Metabase in action in 5 mins
  • Review - Metabase vs Apache Superset: Which is best for your team?
  • Review - Metabase vs Tableau: Which is better for your team
  • Review - Metabase vs. Looker: Which is best for your team?

DataBrain videos

DataBrain - AI Analyst Bot - For All Your Data Needs

More videos:

  • Review - Databrain - Inventory add-on - Getting started
  • Review - Databrain - Getting started

Category Popularity

0-100% (relative to Metabase and DataBrain)
Data Dashboard
98 98%
2% 2
Business Intelligence
97 97%
3% 3
Data Visualization
98 98%
2% 2
Data Analysis
100 100%
0% 0

Questions and Answers

As answered by people managing Metabase and DataBrain.

Why should a person choose your product over its competitors?

DataBrain's answer:

DataBrain's pricing model is unique and generally more flexible compared to many competitors:

  1. Module-based pricing: Instead of charging per seat or user, DataBrain prices based on the modules you choose to use. This allows you to pay only for the features you need

  2. Unlimited users: There's no additional charge based on the number of users or clients viewing the dashboards. This can be particularly cost-effective for companies with a large user base or those expecting rapid growth

  3. Flexible plans: DataBrain offers three main plans - Growth, Pro, and Enterprise. Each plan includes different features, and you can mix and match modules to create a custom plan that fits your specific needs

  4. No usage-based pricing: Unlike some competitors who charge based on the number of views or data volume, DataBrain doesn't increase costs as your usage grows

  5. Cost-effective compared to traditional BI tools

What makes your product unique?

DataBrain's answer:

DataBrain stands out as an AI-powered analytics platform designed specifically for SaaS companies, offering several unique features:

  1. Embedded analytics: DataBrain provides a modular SDK that allows easy integration of analytics into existing applications, enabling companies to go live with customized dashboards in as little as 7-10 days

  2. AI-driven insights: The platform leverages AI and natural language processing to generate automated insights and allow users to ask questions in plain language

  3. Flexibility and customization: DataBrain offers a "Swiss Army knife" approach, connecting to multiple data sources and providing extensive customization options for charts, dashboards, and user interfaces

  4. Multi-tenancy support: Built from the ground up to handle multi-tenant SaaS environments, DataBrain simplifies data management for companies serving multiple clients

  5. White-labeling: The platform can be fully white-labeled, allowing companies to maintain their branding and user experience

  6. Enterprise-grade security: DataBrain offers robust security features, including role-based access control and the option for hosted solutions to meet compliance requirements

  7. Rapid deployment: The platform is designed for quick implementation, reducing the time and resources typically required for building analytics solutions in-house

  8. Support for both technical and non-technical users: DataBrain caters to data analysts with SQL and Python scripting capabilities, while also providing user-friendly interfaces for business users

By combining these features, DataBrain aims to provide a comprehensive, modern solution for SaaS companies looking to enhance their analytics capabilities without the complexities of traditional BI tools or the limitations of building in-house solutions.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Metabase and DataBrain

Metabase Reviews

  1. Georgestec
    Easy to use BI tool for quick insights

    Metabase makes it really simple to visualize data and build dashboards without needing deep technical knowledge. Great for teams that need fast reporting.

    ๐Ÿ‘ Pros:    User friendly interface|Quick integration setup
    ๐Ÿ‘Ž Cons:    Limited advanced analytics

Explore 6 Metabase Alternatives for Data Visualization and Analysis
Draxlr is an intuitive Metabase alternative, blending a robust no-code query builder with AI-powered SQL generation for both non-technical and advanced users. It seamlessly integrates with various databases and provides real-time alerts through Slack, email, and more. With features like embeddable dashboards, granular team access, customizable visualizations, and live data...
Source: www.draxlr.com
5 best Looker alternatives
Metabase: Metabase is an open-source BI tool that offers a free self-hosted plan, but this can be challenging for non-technical users who may struggle with setup and maintenance. While the cloud-hosted option simplifies that, it comes at a higher cost, which might not be ideal for smaller teams or businesses.
Source: www.draxlr.com
10 Best Alternatives to Looker in 2024
Metabase: Metabase is a popular open-source alternative known for its cost-effectiveness and ease of setup. Its simplicity and straightforward deployment make it particularly appealing to smaller businesses and startups.
6 Best Looker alternatives
If youโ€™re considering Metabase, take a look at our deepdive into Looker vs Metabase, as well as a breakdown of top Metabase alternatives.
Source: trevor.io
10 Best Looker Alternatives in 2024 | A Practitioner Review
While Metabase may not offer the same depth in modeling features or the proprietary semantic layer (LookML) that Looker does, it can integrate with Cube.dev to provide a viable, modern, open-source alternative. Additionally, Metabase's alert feature and its general adequacy for IT-related reporting present a valuable, lightweight solution for teams not requiring the full...

DataBrain Reviews

We have no reviews of DataBrain yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Metabase seems to be more popular. It has been mentiond 17 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.

Metabase mentions (17)

  • Ask HN: Who is hiring? (April 2025)
    Metabase | https://metabase.com/ | Remote (Global) | Full-time | Applied AI Engineers, Engineering Managers, Frontend and Backend Engineers Metabase is an open source (https://github.com/metabase/metabase) business intelligence software that lets anyone in your company rummage around in the databases you have. It connects to a number of databases / data warehouses (BigQuery, Redshift, Snowflake, Postgres, MySQL,... - Source: Hacker News / 6 months ago
  • Ask HN: Who is hiring? (September 2024)
    Metabase | https://metabase.com | REMOTE | Full-time | Backend Engineers, Frontend Engineers, and Engineering Managers Metabase is open source analytics software that lets anyone in your company rummage around in the databases you have. It connects to a number of databases / data warehouses (BigQuery, Redshift, Snowflake, Postgres, MySQL, etc). People rather like the product (https://metabase.com/love). We're a... - Source: Hacker News / about 1 year ago
  • Tools for Starting a Business or Testing an Idea: A Beginner's Guide
    Reporting - Metabase A free, open-source business intelligence tool that helps you create custom reports and dashboards to track your business metrics and make data-driven decisions. - Source: dev.to / about 1 year ago
  • Is Tableau Dead?
    I've never used Tableau, but heard a lot of hate about it. However, in my previous role, we were big fans of Metabase (https://metabase.com). You can also self-host it, which was a huge win for us. - Source: Hacker News / over 1 year ago
  • Ask HN: Open-Source Self-Hosted No-Code Platforms?
    The solution really depends on what sort of problems you are trying to solve and who your customers are. There are a fair few low-code solutions out there for reporting and data visualisation that are great for finance and marketing teams for example. e.g. https://metabase.com/ , https://evidence.dev/ For enterprise processes I'd go with Camunda (solely based on recommendations and not first hand experience).... - Source: Hacker News / over 2 years ago
View more

DataBrain mentions (0)

We have not tracked any mentions of DataBrain yet. Tracking of DataBrain recommendations started around Sep 2024.

What are some alternatives?

When comparing Metabase and DataBrain, you can also consider the following products

Tableau - Tableau can help anyone see and understand their data. Connect to almost any database, drag and drop to create visualizations, and share with a click.

Microsoft Power BI - BI visualization and reporting for desktop, web or mobile

GoodData - GoodData provides a cloud-based platform that enables more than 6,000 global businesses to monetize big data.

Looker - Looker makes it easy for analysts to create and curate custom data experiencesโ€”so everyone in the business can explore the data that matters to them, in the context that makes it truly meaningful.

ThoughtSpot - ThoughSpot is a search-driven analytics platform that allows you to track your company's metrics without the need to hire a professional analyst.

Apache Superset - modern, enterprise-ready business intelligence web application