BackgroundPatients with extensive‐stage small cell lung cancer (ES‐SCLC) have an exceptionally poor prognosis and immune checkpoint inhibitors (ICIs) combined with etoposide‐platinum is recommended as standard first‐line therapy. However, which combination pattern is the best still remains unknown. This network meta‐analysis was performed to compare the efficacy and safety of currently available patterns including an antiangiogenic agent containing regimen and probed into the most appropriate therapy for patients.MethodsHazard ratios (HRs) and odds ratios (ORs) were generated using R software. The outcomes of overall survival (OS), progression‐free survival (PFS), objective response rate (ORR), and adverse events of grade 3 or higher (grade ≥ 3 adverse events [AEs]) were analyzed.ResultsA total of 10 randomized controlled trials (RCTs) involving 5544 patients were included for analysis. Drug combination patterns included adebrelimab, atezolizumab, durvalumab, durvalumab plus tremelimumab, ipilimumab, pembrolizumab, serplulimab, benmelstobart plus anlotinib, tislelizumab, tiragolumab plus atezolizumab and toripalimab in combination with chemotherapy. The novel antiangiogenic agent containing regimen benmelstobart + anlotinib + chemotherapy showed the highest possibility to present the best PFS and OS versus chemotherapy. Compared with ICI plus chemotherapy, it also achieved significantly better PFS and presented a tendency of OS benefit. As for safety and toxicity, patients treated with benmelstobart + anlotinib + chemotherapy and durvalumab + tremelimumab + chemotherapy suffered a higher likelihood of more grade ≥ 3 AEs without unexpected AEs.ConclusionPD‐1/PD‐L1 inhibitors‐based combinations are associated with significant improvement in both PFS and OS for treatment‐naïve ES‐SCLC patients. Benmelstobart plus anlotinib with chemotherapy (CT) yielded better survival benefit versus CT alone or other ICIs + CT with caution for more adverse effects along with the addition of an antiangiogenic agent.