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This study investigated high- and low-ability fourth-grade children’s cognitive processes and comprehension performance in reading an illustrated science text by recording their eye movements and conducting comprehension tests. High-ability readers outperformed low-ability readers on all tests. Although fixation durations for visual attention to text and diagram sections were similar between groups, reading pathways differed. Moreover, the high-ability group showed longer first-pass fixation durations on the diagrams. The results of sequential analysis showed the high-ability group regressed to the previous paragraph more often when unsure of the meaning, and went back and forth between the two diagrams, whereas the low-ability group only looked in one direction. It implies better self monitoring while reading among the high-ability students.