Rich, lasting, color of any kind would've been expensive: the cheap dyes usually fade in sunlight...
Incidentally, rich & lasting red would've been very expensive, similarly expensive as Tyrian purper.
However, weld (yellow), woad (blue), madder (red), lichen (yellow/brown -> red/purple) are all fairly cheap.
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