Harmful algal blooms (HABs) and muck (Cladophora) are often mistaken due to their similar locations in the Great Lakes, but they are different species with distinct characteristics. HABs are caused by cyanobacteria that can produce toxins and remain suspended in water, while Cladophora is a type of macroalgae that grows along shorelines and bottoms without producing toxins. The two species also differ in factors influencing their growth cycles, morphology, and movement within water bodies. Government agencies research HABs to understand toxin production and develop monitoring tools, while also studying Cladophora blooms as a nuisance issue.