Personal color concerns

I usually worry a lot about my personal color.

I tried getting it done, but Summer Cool Mute, Summer Cool Light, and Spring Warm all said different things...

I usually wear muted tones for makeup, but it's still so difficult. What is the best way to determine this for myself?