PageSpeed Insights / Lighthouse / Unlighthouse all gives differents results

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I'm testing the performance of a site I just deployed, but the results are different depending on the tool I'm using. For example, while PageSpeedInsight gives me a score of 81% on mobile, Lighthouse only scores the same page 41%. And Unlighthouse on "Emulated Mobile" version scored 92%. Each tool give consistent results over time, and I'm using Lighthouse on inconito mode. So my questions are, why are those scores so different, and which testing tool is more trustful?

Lighthouse mobile test

PageSpeed Insight mobile test

Unlighthouse test

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