You can tell you have the right version because Power BI Desktop (January 2021) or later is in the title bar. It's easy to verify that you're using the correct Power BI Desktop: Look at the launch screen or title bar within Power BI Desktop. It starts automatically and you're ready to go.
Or go to the Power BI Report Server home page and select Advanced download options. In the report server web portal, select the Download arrow > Power BI Desktop. The easiest way to be sure you have the most up-to-date version of Power BI Desktop for Power BI Report Server is to start from the web portal of your report server.
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You can install Power BI Desktop, and Power BI Desktop for Power BI Report Server, side by side on the same computer. Using this release makes sure that the report server can interact with a known version of the reports and model. Those features aren't in the Power BI Report Server version until they're generally available. For example, the version of Power BI Desktop for the Power BI service includes preview features. This release is different from the Power BI Desktop used with the Power BI service. To create Power BI reports for Power BI Report Server, you need to download and install the version of Power BI Desktop that's optimized for Power BI Report Server.