This study investigated the validity of screening for antipsychotic-induced catalepsy-like immobilization in zebrafish (Danio rerio), as an alternative to the standard rodent model. To induce the desired symptoms, we used haloperidol, a typical antipsychotic that disturbs dopamine D2-receptors. In addition to observing swimming behaviors generally, we used the light and dark test to assess how drug exposure influences locomotive responses to those stimuli. We selected this test instead of the commonly used bar test for catalepsy in rodents, because fish cannot perform the necessary motions to participate in the latter. Normally, light attenuated activity and decreased locomotion, whereas darkness greatly increased activity levels in zebrafish. We confirmed that haloperidol had a dose-dependent inhibitory effect on activity; the highest dose of 10 mg/L almost stopped fish activity even in darkness. We did not observe any significant differences in heart rate or morphology across the control and treatment groups, whereas abnormal movements like rigid and erratic behaviors occurred in haloperidol-treated groups. Therefore, we found that immobilization and abnormal movements qualify as haloperidol-induced catalepsy. In conclusion, zebrafish appear to be a suitable model for antipsychotic-induced catalepsy-like immobilization.