Software Alternatives, Accelerators & Startups

Metabase VS Plotly.js

Compare Metabase VS Plotly.js 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...

Plotly.js logo Plotly.js

Open-source JavaScript charting library behind Plotly and Dash - plotly/plotly.js
  • Metabase Landing page
    Landing page //
    2024-10-22
  • Plotly.js Landing page
    Landing page //
    2023-09-26

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.

Plotly.js features and specs

  • Interactive Visualizations
    Plotly.js provides highly interactive charting capabilities, allowing users to hover, zoom, and pan easily within charts, enhancing the user experience.
  • Wide Range of Chart Types
    The library supports a comprehensive variety of chart types, from simple line and bar charts to more complex types like histograms, scatter plots, and even 3D and geographic plots.
  • Cross-Platform Compatibility
    Plotly.js works seamlessly across different platforms and browsers, ensuring consistent chart rendering and functionality whether used on desktops or mobile devices.
  • Customizable
    Users have a high degree of control over the appearance and behavior of plots, with numerous options to customize colors, legends, tooltips, and more.
  • Integration with Dash
    Plotly.js integrates well with the Dash framework, enabling the creation of interactive web applications that are highly visual and data-driven.

Possible disadvantages of Plotly.js

  • Performance Concerns
    Rendering very large datasets can be slow, potentially impacting the performance of the application, particularly in resource-constrained environments.
  • Complexity
    For users new to the library, the learning curve can be steep due to the extensive options and configurations available.
  • Size of Library
    Plotly.js has a relatively large file size, which can be a concern for web applications where minimizing load times and data transfer is critical.
  • Limited Free Features
    Certain advanced features and functionalities may require a paid subscription to Plotly's services, which may not be ideal for all users or projects.
  • Dependency Management
    Managing dependencies and ensuring compatibility with other JavaScript libraries can sometimes pose challenges, especially in complex applications.

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?

Plotly.js videos

[Beginner] Simple Bar Chart | React Plotly.js

More videos:

  • Tutorial - Create Real-time Chart with Javascript | Plotly.js Tutorial

Category Popularity

0-100% (relative to Metabase and Plotly.js)
Data Dashboard
100 100%
0% 0
Charting Libraries
0 0%
100% 100
Business Intelligence
100 100%
0% 0
Libraries
0 0%
100% 100

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 Plotly.js

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

Top 10 BI Tools in 2026 (with Pricing, AI Features & Enterprise Fit)
Supaboard, Sigma, Metabase Cloud, and Apache Superset Cloud combine dragโ€‘andโ€‘drop dashboard builders with usageโ€‘based or flexible pricing and elastic cloud scaling. These BI platforms are ideal for teams handling high query volumes while keeping analytics costs predictable.
Source: supaboard.ai
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

Plotly.js Reviews

15 JavaScript Libraries for Creating Beautiful Charts
Plotly.js is the first scientific JavaScript charting library for the web. It has been open-source since 2015, meaning anyone can use it for free. Plotly.js supports 20 chart types, including SVG maps, 3D charts, and statistical graphs. Itโ€™s built on top of D3.js and stack.gl.
Top 10 JavaScript Charting Libraries for Every Data Visualization Need
Plotly.js is a high-level JavaScript library, free and open-source. It is built on D3.js and WebGL, so can be used to create many different chart types including 3D charts to statistical graphs.
Source: hackernoon.com

Social recommendations and mentions

Based on our record, Metabase should be more popular than Plotly.js. 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 / over 1 year 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 / almost 2 years 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 2 years 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 2 years 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 3 years ago
View more

Plotly.js mentions (4)

  • Weekly JavaScript Roundup: Friday Links 17, February 07, 2025
    Plotly.js - Open-source JavaScript charting library behind Plotly and Dash. - Source: dev.to / over 1 year ago
  • Ask HN: What packages can be used to create interactive mathematics simulations?
    Well, MathML[1] support is (nearly) everywhere now, and as the docs say: MathML Core is a subset with increased implementation details based on rules from LaTeX and the Open Font Format. It is tailored for browsers and designed specifically to work well with other web standards including HTML, CSS, DOM, JavaScript. I don't have a lot of experience working with this stuff (yet) but if you can script your... - Source: Hacker News / about 3 years ago
  • What's new in Matplotlib 3.7.0 (Feb 13, 2023)
    Plotly offers multiple options (python, R, javascript). The weby stuff is done with plotly.js and uses d3.js underneath - https://github.com/plotly/plotly.js. - Source: Hacker News / over 3 years ago
  • How to decide between Dash versus Flask + React + Plotly.js?
    So you didn't use Django DRF as the backend? I'm just curious how Dash communicated with Django - did it communicate via plain HTTP calls? I guess you ran non-React Plotly.js (https://github.com/plotly/plotly.js)? Source: about 5 years ago

What are some alternatives?

When comparing Metabase and Plotly.js, 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.

D3.js - D3.js is a JavaScript library for manipulating documents based on data. D3 helps you bring data to life using HTML, SVG, and CSS.

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

Highcharts - A charting library written in pure JavaScript, offering an easy way of adding interactive charts to your web site or web application

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.

Chart.js - Easy, object oriented client side graphs for designers and developers.