Background: Nanoparticle albumin-bound paclitaxel (nab-paclitaxel) is an innovative form of taxane that has superior antitumor effects; however, the safety profile between nab-paclitaxel and traditional taxanes remains controversial. Objective: To determine the burden of adverse events (AEs) in patients with multiple malignancies receiving nab-paclitaxel compared with that in patients receiving traditional taxanes. Methods: Randomized clinical trials comparing nab-paclitaxel with traditional taxanes (solvent-based paclitaxel [sb-paclitaxel] or docetaxel) in the treatment of primary solid-organ malignancies were included if AEs were reported as an outcome. Statistical analyses were conducted to calculate the summary odds ratio (OR) of the relevant adverse outcomes related to nab-paclitaxel and traditional taxanes. Prespecified subgroup analyses based on intervention and doses, primary tumor sites, and different ethnic groups were also performed. Results: Twelve clinical trials were included in the meta-analysis. Grade 3/4 anemia, thrombocytopenia, and neurotoxicity were more frequent with nab-paclitaxel than with traditional taxanes. Nab-paclitaxel at 100 or 125 mg/m2/w dosage was associated with fewer or similar grade 3/4 specific AEs. Allergy was less common with nab-paclitaxel. The median recovery times of neurotoxicity were 25, 64, and 37 days in patients receiving nab-paclitaxel, sb-paclitaxel, and docetaxel, respectively. Elevated incidences of specific AEs were more common in breast cancer and non-Asian patients than in other malignancies and ethnic groups, respectively. Conclusion and Relevance: Nab-paclitaxel increased the risk of hematologic and non-hematologic AEs in general, but anaphylaxis was less common, and the recovery duration of neurotoxicity was shorter. Weekly administration of nab-paclitaxel at a lower dosage provided better tolerance.