Base Accounts use more gas for transactions than traditional Ethereum accounts. On L2 networks, the cost difference to the user is a matter of cents.
The gas difference is due to the additional overhead required for:
ERC-4337 Bundling
Smart Contract Operations, including one time deployment of the Base Account contract