LEDs are usually rated in mcd, (millicandelas )
LEDs do poorly when rated for lumens because the lumen calculations are for a spherical output like an incandescent bulb to convert you have to consider the beam angle of the LED and make some assumptions. LEDs are directional light so it is had to measure and what is published is a best guess done by the manufacturer that whats to sell a lot of LEDs. LED elements are made by semiconductor manufacturers that sell them to placec that then build the LED elements into bulbs and lights that we buy. Most, not all, of these 3rd party suppliers rate their light output way above the output that the maker of the LED element says it can produce.