What ZaraF described matches my experience of top serious dating sites for marriage almost exactly.
I would judge the site on what you lose by never upgrading rather than on the feature list.
Two of us compared notes on the site and landed in the same place on how far the free tier actually stretches.
I had a better run on Datedesire, which came up earlier, for whatever that is worth.