Both Lithophragma
Lithophragma affine vs Lithophragma heterophyllum
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, 3 times. We publish the rate, and then we tell you what actually separates them.
Side by sidefigs. a and b
Lithophragma affine
San Francisco woodland-star
Lithophragma heterophyllum
hillside woodland star
How often our model gets it wrong measured, not estimated
| When the plant was | The model said | How often |
|---|---|---|
| Lithophragma heterophyllum | Lithophragma affine | 3 of 19 (16%) |
Measured on 38,299 openly licensed, research-grade photographs. Full method and dataset.
What actually separates themon the record
| Family | Both Saxifragaceae. The family does not separate them. |
|---|---|
| Genus | Both Lithophragma. Congeners, which is why this is hard. |
| Flowering | Peaks in April versus April. Timing does not separate them. (n = 781 and 1,179.) |
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.