What I like most about Metabase is its intuitive UI and overall ease of use. It allows both technical and non-technical users to explore data, build dashboards, and generate insights with a minimal learning curve. For advanced users, the SQL editor is powerful and flexible, while the visual query builder makes analysis approachable for business teams.

Metabase also integrates smoothly with a wide range of databases and data sources, which makes it easier to centralize reporting and keep an eye on key business metrics. Creating dashboards, applying filters, and sharing results is straightforward, and these features work well for cross-functional collaboration.

From a performance and ROI standpoint, Metabase offers excellent value, especially when compared with more expensive BI tools. It delivers robust analytics capabilities at a cost-effective price point, helping organizations make data-driven decisions without a major investment. Onboarding is simple, and the active community support helps answer most implementation and day-to-day usage questions quickly.

Overall, Metabase has noticeably improved our reporting efficiency, reduced manual analysis work, and enabled faster access to actionable business insights. Review collected by and hosted on G2.com.

While Metabase is a powerful and cost-effective BI tool, there are a few areas where it could improve. Performance can sometimes slow down when working with very large datasets, complex SQL queries, or heavily filtered dashboards. In addition, some advanced analytics, data modeling, and visualization customization features feel less robust than what you might find in enterprise BI platforms.

The dashboard layout and formatting controls can also seem somewhat limited when you’re trying to build highly customized reports. Integrations are generally solid, but more advanced workflow and automation needs may still require additional tools or custom implementation.

For new users, there can be a learning curve around troubleshooting query performance and understanding data relationships. Support for self-hosted deployments may also rely heavily on community resources. And while AI-powered capabilities are improving across the BI industry, Metabase’s native AI and intelligent analytics features currently feel more limited than those offered by some newer analytics platforms.

Even with these limitations, Metabase remains an excellent option for organizations looking for an easy-to-use, affordable, and scalable business intelligence solution. Review collected by and hosted on G2.com.

This service is user-friendly for beginners. When I started my career, I used Metabase in the early days, and it didn’t take much time to understand the functionality. Overall, it feels developer-friendly and easy to get started with. Review collected by and hosted on G2.com.

The most important issue for me was the slowdown during report refresh when the Redshift SQL query runs slowly. In other words, performance depends heavily on the Redshift engine specifications and on how well our queries are written. It also doesn’t have an inbuilt engine, and metaase UI hasn’t been updated with new AI features or newer types of charts. Review collected by and hosted on G2.com.

What I liked most was the simple UI and how easy it is to use, even for a non-technical person. The query performance, integrations along with its MCP integration with claude, also helped the team use AI to write SQL queries more effectively. Review collected by and hosted on G2.com.

In general, the self-hosted versions don’t support AI features, which can sometimes mean I have to use different AI agents for different purposes. The versions which are managed are available at high pricing. Review collected by and hosted on G2.com.

I love the Question feature of Metabase, which allows for the creation of no-code SQL queries that can be easily and intuitively answered even by non-technical users. It's great that you can access joinable fields in Questions without an active join, provided the table documentation is well utilized. This makes it a breeze to create entire dashboards in a short amount of time. I also like the customizability of Metabase, which, while not offering all the possibilities like Tableau, enables 95% of the needed visualizations and makes them sufficiently customizable. Review collected by and hosted on G2.com.

A few more visualizations and the output of specific query results in text boxes are only possible through workarounds. Heat maps are completely missing, but they are fundamentally important. Otherwise, I wish for a union feature in Questions. Review collected by and hosted on G2.com.

What I like most about Metabase is that it can be customized. We have a large amount of data, and in Metabase we can choose which data to use, how to use it, and how to manipulate it. I think that is the most important thing. Review collected by and hosted on G2.com.

There is nothing I don't like so far Review collected by and hosted on G2.com.

It’s easy to write SQL queries and integrates well with databases like Snowflake. Review collected by and hosted on G2.com.

I don’t find the design editor very user-friendly; I prefer working directly with SQL in the query editor for more flexibility and control. Review collected by and hosted on G2.com.

It talks to our other softwares and makes reporting seamless. Review collected by and hosted on G2.com.

I'm not well versed in SQL, so I would like alternative coding systems. Review collected by and hosted on G2.com.

intuitive UI, quick setup, easy dashboards, non-technical friendly, flexible queries, clean visualizations, fast insights Review collected by and hosted on G2.com.

limited advanced analytics, dashboard customization constraints, slow with large datasets, basic visualization options, caching issues, permissions complexity Review collected by and hosted on G2.com.

I like that Metabase is simple and can be used by both users who know how to query and those who don't, thanks to their dashboarding filter. It makes databases extremely easy to understand. I appreciate that the software is lightweight, works on the cloud, and it's very easy to configure reports. The setup is very intuitive and it's very easy to pull data and fetch databases, as well as configure the visibility of each database. So yeah, I'd say it's amazing. Review collected by and hosted on G2.com.

The visualization and dashboards could be better. I think the type of charts available could be better. Second is I think they don't have an integrated AI yet. So maybe an inbuilt AI to write queries would be good. Review collected by and hosted on G2.com.

Metabase is easy to use and simple to implement, with strong core features that make data exploration quick. It helps teams get insights fast without heavy setup or complexity. Review collected by and hosted on G2.com.

Integration can be challenging, customer support feels limited, and I don’t use it frequently due to these gaps. It also struggles with advanced requirements, reducing its usefulness for deeper, scaled analytics. Review collected by and hosted on G2.com.