It equals the height of — not surprisingly— the letter “x”.
Optical Effects in User Interfaces (for True Nerds)
Slava Shestopalov

Nitpick: no. As you said, it’s “the height of a lowercase letter of a font”. Period. The letter “x” itself may be smaller or taller than the x-height.

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