Both Cactaceae

Echinocereus engelmannii vs Opuntia polyacantha

These two are not on this page because a keyword tool suggested them. They are here because our own identification model genuinely mistook one for the other, on real photographs, 4 times. We publish the rate, and then we tell you what actually separates them.

Confused 4x by our model Method published

Side by sidefigs. a and b

Echinocereus engelmannii, photographed by Jared Shorma
fig. a Jared Shorma, CC BY 4.0

Echinocereus engelmannii

Engelmann's Hedgehog Cactus
Opuntia polyacantha, photographed by Cecelia Alexander
fig. b Cecelia Alexander, CC0 1.0

Opuntia polyacantha

Plains Pricklypear

How often our model gets it wrong measured, not estimated

When the plant was The model said How often
Opuntia polyacantha Echinocereus engelmannii 4 of 20 (20%)

Measured on 38,949 openly licensed, research-grade photographs. Full method and dataset.

What actually separates themon the record

Family Both Cactaceae. The family does not separate them.
Genus Echinocereus versus Opuntia.
Flowering Peaks in April versus June. If the plant is in flower, timing helps. (n = 1,991 and 1,755.)

What we do not have yet: the diagnostic morphological character that a botanist would key on, from a source we can cite. We are not going to invent one. Until we have it, this page tells you the two are genuinely confusable, how often, and what the taxonomy and the flowering data do and do not settle.

Both recordsfull pages