Metabase vs. Microsoft Power BI Embedded

Getting data using query with multiple joins is very fast with Metabase, and role-based access to the reports can be provided to users. The only place it lags right now is the filter for page and page size. This comes with great support for container-based deployment and on-system deployment, too. I did both container and system direct installation, and direct deployment became a bit challenging. On the other hand, it really provides very good support for data representation.

Incentivized

The scenario where it shines more is in the treatment of data that is not easily correlated at first sight, it helps to find causes of unsuccess in productive environments. The only thing that is required is to have properly collected data to feed to Power BI, so it won't be useful in environments where the data is not collected with care, since the representations won't be representatives of the reality.

Incentivized

• Store Data
• Make Querying easy
• Quickly ingest data from many sources

Incentivized

• It is very easy to connect multiple data sources for a single report. You can use CSV, Excel, database integration, etc.
• Power Bi supports Python as well, which makes it a lot easier for us as it is known by most of our team.

Incentivized

• The layout could be more modern
• Would be great to have a drag and drop option to build dashboards

Incentivized

• It was a little difficult to work out how to create certain visualisations, but there is extensive online help material to support with this.
• Had some issues with assigning pro licences but these were quickly resolved
• Small learning curve but no more so than similar applications

Incentivized

The tool serves as the purpose of what we were looking for. I am giving us eight because it is cumbersome and needs separate deployment on production; otherwise, it creates memory issues for small servers. Apart from this, this is an excellent tool, providing data features some analysts want. Its backend is heavy, but it works pretty smoothly on front-end users.

Incentivized

It does not stack up against Metabase, they complete each other.

Incentivized

Microsoft Power BI Embedded is already established as a de-facto standard as a business intelligence platform for the enterprise world. It comprises the best features to be delivered for the products being developed by providing a wide range of functionality. For instance, there are supported numerous graphic visualizations of data points such histograms, pie charts, heat maps and so on

• Departmental Reporting - allows each department to measure and track KPIs
• Visibility - everyone has access to the data they need and context on the rest of the business' goals
• Churn - Helps to predict churn from our partners given their sales and forecasts

Incentivized

• Microsoft Power BI has had a positive impact on our business objectives by allowing everyone to better understand the data that is being presented. Some people can process numbers and charts easily, but interactive visualizations can aid visual learners and just makes the dashboard look a lot nicer with the ability to dive deeper into the numbers (through visualizations). Thus, engagement and understanding have improved.
• One negative impact is that there is a rather steep learning curve since Microsoft Power BI's language (DAX/M) can be quite different from traditional Excel. Because of that, either you need to hire people who are specialized in Microsoft Power BI, or you need to account for the fact that they will need to be trained (or take time to learn it). Thus, there can be direct costs from hiring new people, or indirect costs through training/employee taking time to learn the software.
• Another positive impact of Microsoft Power BI is that it got us thinking about how we can be better as an organization in terms of laying out our raw data, organizing data, conducting research into better metrics we can track and report on, etc. Because Microsoft Power BI made the presentation/visualization (+ regular updating/maintenance) part of our dashboard easier for us, we were able to start thinking about additional metrics and additional ways we can improve our reporting.

Incentivized