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All cacti are succulents but not all succulents are cacti ;)
Cacti are found in the Americas, they aren't native to Africa, which has many different kinds of succulents.

The fluffy one is a Mamillaria. Easy to grow but difficult to handle because of the little hooks

Well.. that's definitely a fact to have in mind.