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That's just the thing though. I've pretty much gotten to the end of most of the research, now it is just add 5% to this or that, and add more core sector planets. Never once in the whole game did I overtake anyone, and I am pretty much near the end of any significant tech to study. I have about +200 to all different areas of research. Still never overtook anyone.
In my latest game, I had another empire very close to me from the start. We stayed equivalent in research right up until I conquered him (no choice, they were fanatical purifiers).
Logically that would make sense to play like that in making the best decisions for your empire to survive, but I more wanted to just see if I could surpass them.
Of course I surpassed the subjigated smaller empires and such, but none of the independant ones like myself. I just wanted to see if I could do it rather than trying to play to win.
It's frustrating that they can seem to out do me, but I can't out do them.
A grab bag of possible tactics.
This is some great advice. Thank you!
If I had to guess this would be your problem. Adding more colonies can increase tech speed. That's obviously true for your first colony, as it's easy to see that having two planets usually leads to faster tech progress, even if it means the techs are a bit more expensive.
What you could do is calculate your effective tech rate, that measures how much science per month an empire with base tech cost would need to match you in research speed. You can get a rough estimation by doing the following:
1) Add all your science gains for each of the three fields of science
2) Divide that number by your science cost multiplier (which you can look up when selecting a new tech and hoving over its costs)
Basically, as long as your effective tech rate increases it's beneficial to add more planets. For comparison, my latest science empire achieved the following effective tech rate values:
That's probably still far from optimal and I was more busy with purging the meatbags to make space for my synths than to actually maximize my science. But at the current point in time this empire is the galaxy leader in technology on hard difficulty.
Also it's possible to do more precise calculations as well as calculate how many total science a new planet needs to make in order to not slow down your tech. That'd be a bit more complicated though.