Students often rely on flawed strategies to compare fractions, focusing on individual components rather than rational magnitudes. An open question is whether using these strategies results in difficulties in other fraction domains or whether they are the consequence of reduced cognitive capacities or attending the wrong numerical distances (e.g., numerator and denominator distances). Mexican high school students (N=76, mean age=16.18 years) completed a fraction comparison task with pairs either compatible with whole-number rules (e.g., 18/19 vs. 12/19) or misleading (e.g., 23/49 vs. 23/30). Participants completed conceptual and procedural fraction knowledge assessments and three executive function tasks. In Study 1, cluster analyses revealed that almost half of the students used flawed componential fraction comparison strategies. Particularly, we found two fully biased (full whole-number bias and full reverse biased) groups, a third group with a reversed bias but only for fractions without common components (partial reverse bias), and a fourth group with overall high performance. Notably, fully biased students had lower math achievement, conceptual and procedural fraction knowledge, and cognitive flexibility than partial bias or high-performance students. In Study 2, we probed differences in rational and componential magnitude processing between these groups. Remarkably, fully biased students did not show distance effects, and partial-bias students showed emerging rational processing. Notably, high-performing students displayed rational distance effects above and beyond componential effects. These results suggest that students who use flawed comparison strategies have not only impaired rational magnitude processing but also deficits in other fraction domains and the cognitive capacities that support their learning.