If you want stability I don’t think you can beat Debian. If you want easy, compatible graphics go with integrated or AMD. If you want good battery life get a recent model with a modern CPU architecture. My thinkpad running Debian ticks all these boxes. It goes for 8+ hours and it isn’t even the model with the wattiest battery.