In another topic Blackclove had asked how many beakers were required to aquire the next technology.
There is an old thread called by Caesar the Great where someone eventually got a formula worked out to be something like tech calc = M[(a+1)*(b+1)*r] where M is the map size, a is the incremental advance number, b is a derivative of the advance number and r is adjusted dependant on how far ahead you are.