Test bed with stable results

Hi to all. Who which test beds use to test robots? I cannot find out test bed which will give stable results (+/- 0.05 APS). Now i use every 5th bot roborumble with 5 season vs each and results is in interval -/+ 0.3 APS.

I speak about results stable in reasonable time and meaningful in APS terms

Well, I suspect it's total number of battles that matters most. A recent version of Diamond dropped 0.12 APS after 2000 battles in the rumble, but perhaps that was a fluke due to someone's client skipping turns. My APS test beds are 100 bots and I run 5 seasons (500 battles) to get an idea, 10 seasons I consider accurate enough even for pretty minor tweaks, or 20 seasons if I want to feel very confident. I'm not sure what the statistical accuracy is, but +/- 0.05 for 20 seasons (2000 battles) would be about my guess. That's pretty much my experience with the accuracy of RoboRumble results after 2k battles, too.

I've been thinking about adding to RoboResearch the feature to calculate the confidence interval of the overall result, assuming normal distributions. It should be pretty easy.

I run 30 seasons of 35 rounds against 40 bots (taking approx 18 hours). No idea if it is stable though, it is my first testbed. I do know my testbed does not reflect the rumble correctly, because 0.3.2 and 0.3.5 score on par, and 0.3.7 approx 1.5 APS lower.