Finally I went again over this issue and made QGIS Server 2.14 working under Windows. This shouldn’t be news at all, but truth is that recent QGIS installation under Windows is not covered well in any documents available (at least that I know) and it was a big problem for many users. It’s all in updated post here – qgis-server-on-windows-10/