Most lumens per watt
Most lumens per watt is a moving target. It's even more of a moving target if you care what they cost. As such, browse your supplier's website/catalog and enter 


power
lumens
cost if you care about cost


into a spreadsheet, if, as is too often the case, they don't have a handy sorting tool that will list the results in lumens-per-watt directly. Make a formula for lumens/watts, and a formula including the cost if you care about cost, and see what you get. In 6 months, it will all be different.

As for the types you list, I'm pretty sure none of them are even in the running for that competition.