As an oxidative stress and inflammation-related disease, cerebral ischemia-reperfusion injury (CIRI) is a prevalent pathogenic factor of ischemic stroke (IS) and seriously degrades the life quality of human beings. As an opioid analgesic for anesthesia, Sufentanil (SUF) can activate the Nrf2 protein-induced anti-oxidant effects, which indicate that SUF may be used as alternative drug for CIRI therapy, but little is known regarding to its molecular mechanisms. Thus, this research aimed to examine whether SUF pre-treatment alleviated CIRI through the modulation of Nrf2 protein-mediated antioxidant activity. Our research revealed that middle cerebral artery occlusion/reperfusion (MCAO/R)-treated rats exhibited apparent CIRI-related symptoms and induced damages in rats' brain, which were all notably mitigated in the MCAO/R rats. The subsequent in vitro cellular experiments verified that oxygen-glucose deprivation/reoxygenation (OGD/R)-induced cytotoxicity were apparently reversed by SUF co-treatment in HT22 and BV2 cells, and it was also validated that SUF was capable of suppressing inflammation and ferroptosis in CIRI models by inhibiting oxidative stress-related damages. Mechanistically, the Akt/GSK-3β pathway was excessively activated by SUF to promote Nrf2 protein expressions and enhance Nrf2-meidated anti-oxidant effects, and it was found that SUF-induced protective effects during CIRI progression were all abrogated by co-treating cells with MK2206 (Akt inhibitor), NP-12 (GSK-3β inhibitor), or ML385 (Nrf2 inhibitor). In conclusion, SUF activated the Akt/GSK-3β pathway to initiate Nrf2 protein-mediated antioxidant effects, which further suppressed oxidative stress-related inflammation and ferroptosis to ameliorate CIRI progression, and SUF could potentially be used as novel therapeutic agent for CIRI treatment in clinic.