Open circuit, buffers or low loss headers?
Same chart as the mean flow temperature vs performance graph above, but with colour coded labelling:
Looks like all the highest performing systems are open circuit combined with low flow temperatures, but still a wide spread with large overlapping areas with all 3 options…
The system with a COP of 4.94 but a relatively high flow temperature of 33.7C is a ground source.