Yes, bitcoin wallets are different from each other since they each pose different features. There are also many types of crypto wallets, such as HD wallets, brain wallets, desktop wallets, mobile wallets, hardware wallets, full node wallets, and more.
Each of these wallets has something new and different. But remember, you can divide these wallets into hot and cold wallet categories.