To determine the brightness of an LED, the Lumen count (units of light per output) is the most relevant factor.
On a traditional bulb, Watts have been assumed to determine the brightness, but wattage is only really measuring how much power it takes to light a light bulb.
Don’t go by the wattage when determining brightness, look for the lumen count.