LEDs are many small points of light. Flourescents are smooth line of light.
LEDs use small semiconductors to produce light. Flourescents use excited gas to produce light.
LEDs achieve different colors by doping the semiconductors with different elements. Mostly LEDs can not change color. Flourescents achieve different colors by using different gas mixtures and once set can not change color.