Computing systems, devices, and methods for performing a virtual load test are disclosed herein. In accordance with the present disclosure, an asset data platform may define a respective range of acceptable values for each load-test variable in a set of load-test variables. The asset data platform may then receive one or more under-load reports from a given asset, and carry out a virtual load test for the given asset by, performing a comparison between the respective observation value for the load-test variable included in the most recent under-load report and the respective range of acceptable values for the load-test variable. In turn, the asset data platform may identify load-test variables for which the respective observation value falls outside of the respective range of acceptable values, and may then cause a client station to present results of the virtual load test for the given asset.