PURPOSE The optimal perioperative chemotherapy regimen for patients with nonmetastatic muscle-invasive bladder cancer is not defined. PATIENTS AND METHODS Between February 2013 and March 2018, 500 patients were randomly assigned in 28 French centers and received either six cycles of dose-dense methotrexate, vinblastine, doxorubicin, and cisplatin (dd-MVAC) once every 2 weeks or four cycles of gemcitabine and cisplatin (GC) once every 3 weeks before surgery (neoadjuvant group) or after surgery (adjuvant group). We report the primary end point of the GETUG-AFU V05 VESPER trial (ClinicalTrials.gov identifier: NCT01812369 ): progression-free survival (PFS) at 3 years. Secondary end points were time to progression and overall survival. RESULTS Four hundred thirty-seven patients (88%) received neoadjuvant chemotherapy; 60% of patients received the planned six cycles in the dd-MVAC arm, 84% received four cycles in the GC arm, and thereafter, 91% and 90% of patients underwent surgery, respectively. Organ-confined response (< ypT3N0) was observed more frequently in the dd-MVAC arm (77% v 63%, P = .001). In the adjuvant group, 40% of patients received six cycles in the dd-MVAC arm, and 81% of patients received four cycles in the GC arm. For all patients in the clinical trial, 3-year PFS was improved in the dd-MVAC arm, but the study did not meet its primary end point (3-year rate: 64% v 56%, hazard ratio [HR] = 0.77 [95% CI, 0.57 to 1.02], P = .066); nevertheless, the dd-MVAC arm was associated with a significantly longer time to progression (3-year rate: 69% v 58%, HR = 0.68 [95% CI, 0.50 to 0.93], P = .014). In the neoadjuvant group, PFS at 3 years was significantly higher in the dd-MVAC arm (66% v 56%, HR = 0.70 [95% CI, 0.51 to 0.96], P = .025). CONCLUSION In the VESPER trial, dd-MVAC improved 3-years PFS over GC. In the neoadjuvant group, a better bladder tumor local control and a significant improvement in 3-year PFS were observed in the dd-MVAC arm.