Decaf is not a single flavour category. Bean selection, processing, roasting and preparation still shape the result.
What to know
Some producers describe water-based or solvent-based decaffeination processes. These descriptions explain how caffeine is removed; they do not by themselves predict how the coffee will taste.
Practical takeaway
Treat decaf like any other coffee: check freshness, brew carefully and judge the result in the cup.