My last grow I grew 12 plants under 200w led lights and yield 20g per plant in 1 gallon pots. This grow I'm looking to double the light but realistically what will the 100% extra light yield??
You want to think in terms of watts per sq. ft. And, actual watts used, not the LED fixture's theoretical max (i.e., 3w x 60 bulbs is 180w theoretical. But, it's common to run LEDs at about 60%, and a Kill-A-Watt meter will show 120w at the wall.).
With inexpensive Chinese lights (or rebranded lights sold at a premium), you want 30w to 40w sq. ft. Some users of TopLED's Mars II light run 50watts sq ft.
With more expensive lights using geniune Cree bulbs (chips), you could do 20w sq. ft. For example, the Area51 RW-75 uses 75w and will cover almost a 2x2 space in flower.
I use two Blackstar 135w (88w actual) UFOs in a short 2x4 tent for two autoflowers. That's 22w sq. ft. I think Blackstar is more of an over-priced Chinese import. But, it goes to show how vertical space places a role too. If you're going to grow smaller plants, you need less watts per sq. ft.
More light will undoubtedly help unless you're at a ridiculous level already. But, at some point it becomes diminishing returns. For example, using T5HO, Frank/Rosenthal say 40w sq. ft. is optimal, beyond 50w sq. ft. is diminishing returns.
You should expect LEDs to be more efficient. So, you'd think 20-30w is the optimal range. But, unlike T5HOs, there's a lot of variability in efficiency depending on whether top bin LEDs are used. 30-40w might be the optimal range for less efficient (Chinese import) brands.
You could supplement a couple plants with CFL and see how much difference the added light makes compared to the unsupplemented.