diff --git a/tools/replay/lib/ui_helpers.py b/tools/replay/lib/ui_helpers.py
index 242e5a0c25..1cf8ee99a8 100644
--- a/tools/replay/lib/ui_helpers.py
+++ b/tools/replay/lib/ui_helpers.py
@@ -173,8 +173,14 @@ def init_plots(arr, name_to_arr_idx, plot_xlims, plot_ylims, plot_names, plot_co
       fig.canvas.flush_events()
 
     raw_data = renderer.tostring_rgb()
-    #print fig.canvas.get_width_height()
-    plot_surface = pygame.image.frombuffer(raw_data, fig.canvas.get_width_height(), "RGB").convert()
+    x, y = fig.canvas.get_width_height()
+
+    # Handle 2x scaling
+    if len(raw_data) == 4 * x * y * 3:
+      plot_surface = pygame.image.frombuffer(raw_data, (2*x, 2*y), "RGB").convert()
+      plot_surface = pygame.transform.scale(plot_surface, (x, y))
+    else:
+      plot_surface = pygame.image.frombuffer(raw_data, fig.canvas.get_width_height(), "RGB").convert()
     return plot_surface
 
   return draw_plots