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Actually, LED bulbs handily surpassed CFLs years ago. Now a 60w equivalent (800lm) LED uses 9w, while CFLs never got better than 13w for the same output. That's 30% more efficient.

Note that I'm using the inexpensive $1.75 generic Lowes LED bulbs (60w equiv) with 2-yr warranties, for reference. There certainly are still less-efficient older LED bulbs on the market, as well as some that are more-efficient.

http://m.lowes.com/pd/Utilitech-2-Pack-9-Watt-60W-Equivalent-3000K-A19-Medium-Base-E-26-Warm-White-Indoor-LED-Bulb/50423206

40w equiv (6w) LEDs are similarly inexpensive and more-efficient than their CFL counterparts.

However, what I like most about LEDs is that they work great at even lower power levels, too. CFLs below 40w were candelabra base with long, slow warm-up times and relatively poorer efficiency. Similarly, incandesent efficiency was on a curve, so 60W bulbs had DOUBLE the lumens output of a 40W bulb. But with LEDs you really can scale that down as far as you want. No longer is a 40w bulb the lowest-power practical choice for smaller rooms, closets, etc.

It also helps greatly that LEDs do fine in the cold, and can be switched off/on almost unlimited times, making them a great optionin refrigerators, motion sensors, etc., where CFLs don't really work at all. After all, hot bulbs in your refrigerator is about the worst waste of electricity imaginable.