PURPOSE: to compare visual field (VF) progression between the two arms of the Treatment of Advanced Glaucoma Study (TAGS) DESIGN: post-hoc analysis of VF data from a two-arm multicenter randomized controlled clinical trial METHODS: 453 patients with newly diagnosed advanced open-angle glaucoma in at least one eye from 27 centers in the United Kingdom were randomized to either trabeculectomy (N = 227) or medications in their index eye (N = 226) and followed-up for two years with two 24-2 VF tests at baseline, 4, 12 and 24 months. We analyzed data for participants with a reliable VF (False positive rate < 15%) at baseline and at least two other time-points. MAIN OUTCOME MEASURES: Average difference in rate of progression (RoP) was analyzed using a hierarchical Bayesian model. Time for each eye to progress from baseline beyond specific cut-offs (0.5, 1, 1.5 and 2 dB) was compared using survival analysis. RESULTS: 211 eyes in the trabeculectomy-first arm and 203 eyes in the medications-first arm were analyzed. The average RoPs (Estimate [95% Credible Intervals]) were -0.59 [-0.88, -0.31] dB/year in the medications-first arm and -0.40 [-0.67, -0.13] dB/year in the trabeculectomy-first arm. The difference was not significant (Bayesian p-value = 0.353). More eyes progressed in the medications-first arm: ≥0.5 dB (p = 0.001), ≥1dB (p = 0.014), ≥1.5dB (p = 0.071) and ≥2dB (p = 0.061). CONCLUSIONS: there was no significant difference in the average RoP at two years. Initial trabeculectomy significantly reduced the proportion of progressing eyes