Background: Nab-paclitaxel has indicated good efficacy during the multi-line esophageal squamous cell carcinoma (ESCC) treatment. Our study summarized the efficacy and safety of the first-line combination treatment of camrelizumab with nab-paclitaxel and platinum in advanced or metastatic ESCC patients. This could provide evidence of the positive effects of using nab-paclitaxel. Methods: We included patients with advanced or metastatic ESCC who received camrelizumab in association with nab-paclitaxel and cisplatin for 3-6 cycles as first-line therapy. The patients were recruited from the First Hospital of Jilin University between August 2021 and December 2023. The primary endpoint was the objective response rate (ORR), while the secondary endpoints were progression-free survival (PFS), overall survival (OS), disease control rate (DCR), PFS, and OS rates at 12, 18, and 24 months, including safety. Results: 43 patients were included in this study, they were assessed based on the therapeutic effect, with 72.1% [95% CI,58.1%-86.1%]ORR and 100% DCR. The median PFS was 25.5 months, and the median OS was not achieved. The OS rates were 96.8%, 86.4%, and 78.6% at 12 months, 18 months, and 24 months, respectively. In contrast, the PFS rates were 90.1%, 75.8%, and 68.3%, respectively. Grade 3 or above treatment-related adverse reactions (TRAEs) occurred in nine patients (20.9%). No patient developed severe grade 5 TRAEs. Conclusions: During the first-line treatment of advanced or metastatic ESCC, applying nab-paclitaxel in associated with camrelizumab and cisplatin -based therapy showed a positive effect. Therefore, the results exhibit an extension of OS and PFS with manageable safety and no new TRAEs.