statistical way of evaluating multiple devices [closed]

I have 12 devices, and we evaluate their performance by running some tests (could not compare results among different runs) however, not every time we run all the devices, for example

run 1: device_1 > device_4 > device_5 > device_2 > device_10
run 2: device_3 > device_2 > device_4 > device_9 > device_10> device_11 > device_12
run3: .....


So in this situation, what statistical tool I should use to evaluate the ranking of all devices? So finally I could say such as device_2 is the best.

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