For what it's worth over a year later, after finding a similar issue with menus in calibre which was fixed when I set the compatibility mode High DPI override to System (Enhanced), I tried the same on Sigil and now the Preview pane does not resize when re-opened or moved between monitors with different scaling factors set in Windows.
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