Which type of study design is generally considered the LEAST reliable form of evidence among these options?

On the evidence hierarchy, case-control studies sit below cohort studies because they are retrospective and especially prone to recall bias and selection bias. Systematic reviews/meta-analyses of RCTs sit at the top of the pyramid, and RCTs themselves are the strongest single-study design.