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Mi Band 3. It appears its sleep quality measurement through gyroscope/accelerator is accurate enough.

You don’t even have to get a device to get started. A cheap (but useful) app like Sleep Cycle will give you lots of info to start noticing patterns.

Apple Watch does the same thing, but you can choose from 3rd party apps as well.