Objective: This study aimed to identify predictors of tumor control (TC) in metastatic esophageal squamous cell carcinoma patients receiving first-line chemotherapy. Methods: A development cohort of 68 patients from a prospective multicenter trial (NCT01248299) was used to identify predictors of TC at first radiological tumor assessment and to generate a predictive score for TC. That score was applied in an independent retrospective single-center validation cohort of 60 consecutive patients. Results: Multivariate analysis identified three predictors of TC: body mass index ≥18.5 (OR 4.5, 95% CI 0.91-22.5), absence of bone metastasis (OR 4.6, 95% CI 0.91-23.2) and albumin ≥35 g/l (OR 3.5, 95% CI 1.0-12.1). Based on the presence or absence of these three independent prognosticators, we built a predictive model using a score from 0 to 3. In the development cohort, the TC rates were 14.3 and 78.0% and in the validation cohort 12.5 and 44.2%, for scores of 0-1 and 2-3, respectively. With negative predictive values of 85 and 88% in the development and validation cohorts, respectively, we were able to identify patients with a very low probability of TC. Conclusion: We have developed and validated a score that can be easily determined at the bedside to predict TC in metastatic esophageal squamous cell carcinoma patients.