In the April release of Power BI Desktop the Power Query Query Diagnostics feature was enhanced so that you can now return performance counter data. As the blog post says:
When you run performance counters, every half second Power Query will take a snapshot of resource utilization. This isn’t useful for very fast queries but can be helpful for queries that use up a lot more resources.
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