Which clues matter most in a seasonal palette?

[Liamsn]

I have been trying to understand my color season, but the results keep shifting between two neighboring palettes. One result suggests Soft Summer while another leans toward Soft Autumn. My complexion seems quite neutral and both muted ranges seem plausible in indoor light. I reviewed multiple natural-light pictures but camera settings may be influencing what I see. Before buying anything new I would like a more repeatable way to compare the options. seasonal palette test appears to offer a clearer comparison rather than a final verdict. Would you check undertone first or compare chroma and contrast before temperature? I can borrow fabric swatches so I am happy to do a careful home check. I can use indirect daylight and I can keep the camera exposure fixed. What details would help you decide that one muted season is more accurate than the other? I would value simple real-world checks from people who have worked through a similar overlap. Another question is avoiding changes caused only by camera white balance. I am also curious how many comparisons are usually enough before a pattern becomes clear. I would be grateful for your thoughts