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Annatto vs Saffron

The short answer

Both colour a dish red-gold and only one of them is a flavour. Saffron is stigmas of Crocus sativus, hand-picked, expensive, and carrying a hay-like, honeyed aroma from safranal that is the reason to use it. Annatto is an inexpensive seed giving a stronger orange-red with almost no aroma. Annatto is a reasonable substitute when the dish needs colour and a poor one when it needs saffron.

Side by side

Annatto and Saffron compared side by side
 AnnattoSaffron
Botanical identityBixa orellana L.Crocus sativus L.
Part usedseedstigma
OriginTropical Central and South America, where the tree is native and where its use as a colourant and body paint long predates the Columbian exchange.Domesticated in the eastern Mediterranean or Near East; the wild progenitor is generally identified as a Crocus species of the Aegean region.
Flavour notesearthy, peppery, woodyhoneyed, hay-like, floral, bitter, metallic
HeatScoville does not applyScoville does not apply
FlavourMild, faintly peppery and earthy, with a slight bitterness at high doses and essentially none at culinary ones. It contributes far more colour than taste, which is the correct way round for what it is used for.Bitter before it is anything else — picrocrocin is genuinely bitter — with the aroma arriving behind it. Used generously it turns harshly medicinal, which is the most common error with saffron and the reason more is emphatically not better.
AromaFaint, slightly peppery and earthy, with a note some describe as iodine-like. A quiet spice by any aromatic standard.Distinctive and hard to describe by comparison: honeyed and hay-like, with a metallic, faintly medicinal edge and a floral warmth underneath.

Which should you buy?

Annatto

Whole if you want the traditional oil, ground if you want convenience, and the difference is smaller here than for most spices because there is so little aroma to lose. What actually matters is light: annatto is bought for a colour that photo-bleaches, so an opaque jar in a dark cupboard is worth more than a choice of form. Buy it from a Latin American or Filipino grocer where it costs very little; the small supermarket jars sold as a saffron alternative are poor value for something used a quarter teaspoon at a time.

Saffron

Threads, without qualification. The adulteration record for powdered saffron is severe and the visual checks that protect a buyer — thread colour, style content, snap, the water test — all become impossible once the spice is ground. The convenience saved is not worth the exposure.

Full detail on annatto and saffron, including evidence grades and sources for every claim above.