Very embarassing but I found out I have to to build in RELEASE mode to have the full GPU acceleration.
In practice that means doing
cmake -DCMAKE_BUILD_TYPE=Release ..
Then run windeployqt again. There should be QWebEngineProcess.exe - if there is QWebEngineProcessd.exe (the d for "debug") that means it is still in debug mode and will be slow.