It’s Tilda! My previous best was Guake, but it’s having compatibility issues and not maintained frequently like this one.
sudo apt install tilda
Very customizable and has a lot of options, including position, colors, scroll bars and transparency.
Tested on Ubuntu 17.10 (Works ONLY on Xorg, not Wayland).