Even if it's 10s or 100s of thousands it can be done with electrum
Have you ever tried this? I ask because in the past I've seen many users who complained about how slow Electrum client gets when they have a much smaller number of addresses and transaction history.
Addresses without transactions are easier to check in Electrum than addresses with many transactions. OP is only looking for one funded address.