Using web based speed test is too mainstream? How about testing your internet connection speed in terminal? Sounds geeky right. Here's how:

Install python-pip:

sudo apt-get install python-pip

Install speedtest-cli:

sudo pip install speedtest-cli

To run the speedtest, just type in 'speedtest' in your terminal and wait for the result.