Purpose To elucidate a relationship between pretreatment hemoglobin and local control in patients with T1-T2N0 larynx cancer treated with radiotherapy. Methods and materials A total of 246 patients with T1-T2N0 cancer of the larynx were included in this analysis. Patients were treated using a median daily fraction of 200 cGy to a total median dose of 66 Gy within 47 days. Prognostic factors included pretreatment hemoglobin, age, gender, race, T stage, tumor subsite, beam energy, biologically equivalent dose, and therapy duration. Results Fifty patients developed local relapse, for an actuarial 5-year relapse-free rate of 77.3%. The actuarial 5-year survival rate was 69.8%. The pretreatment hemoglobin levels were assessed using the following hemoglobin quartiles: 10.1–13.3, 13.4–14.1, 14.2–14.9, and 15.0–18.3 g/dL. On Cox multivariate analysis, the pretreatment hemoglobin level predicted for local failure and poorer overall survival. The relative risk for 5-year local relapse by hemoglobin quartile was 2.70, 2.33, 1.91, and 1.00 ( p = 0.034). The relative risk for poorer 5-year overall survival by hemoglobin quartile was 2.23 1.30, 0.80, and 1.00 ( p <0.001). Conclusion Pretreatment hemoglobin levels predicted for local control and overall survival for larynx cancer in a multivariate model. This relationship has potential therapeutic implications regarding correcting anemia before the initiation of radiotherapy for optimal outcome.