Advances in surgical practices have decreased hospital length of stay (LOS) after surgery. This study aimed to determine the safety of short-stay (≤24-hour) left colectomy for colon cancer patients in the US. Adult colon cancer patients who underwent elective left colectomies were identified using the American College of Surgeons NSQIP database (2012 to 2021). Patients were categorized into 4 LOS groups: LOS 1 day or less (≤24-hour short stay), 2 to 4, 5 to 6, and 7 or more. Primary outcomes were 30-day postoperative overall and serious morbidity. Secondary outcomes were 30-day mortality and readmission. Multivariable logistic regression was performed to explore the association between LOS and overall and serious morbidity. A total of 15,745 patients who underwent left colectomies for colon cancer were identified with 294 (1.87%) patients undergoing short stay. Short-stay patients were generally younger and healthier with lower 30-day overall morbidity rates (LOS ≤1 day: 3.74%, 2 to 4: 7.38%, 5 to 6: 16.12%, and ≥7: 37.64%, p < 0.001). Compared with patients with LOS 2 to 4 days, no differences in mortality and readmission rates were observed. On adjusted analysis, there was no statistical difference in the odds of overall (LOS 2 to 4 days: odds ratio 1.90, 95% CI 1.01 to 3.60, p = 0.049) and serious morbidity (LOS 2 to 4 days: odds ratio 0.86, 95% CI 1.42 to 1.76, p = 0.672) between the short-stay and LOS 2 to 4 days groups. Although currently performed at low rates in the US, short-stay left colectomy is safe for a select group of patients. Attention to patient selection, refinement of clinical pathways, and close follow-up may enable short-stay colectomies to become a more feasible reality.