The brimstone canary can be confused with the yellow-fronted canary, but that species is smaller billed with a much more defined head pattern and a bright yellow rump.
The brimstone canary may be mistaken for the yellow-fronted canary due to their similar characteristics, however, the latter is smaller billed with a more pronounced head pattern and a vibrant yellow rear end.