diff --git a/nih_plug_egui/src/editor.rs b/nih_plug_egui/src/editor.rs
index 9647e606..1e627c3b 100644
--- a/nih_plug_egui/src/editor.rs
+++ b/nih_plug_egui/src/editor.rs
@@ -97,6 +97,12 @@ where
     }
 
     fn set_scale_factor(&self, factor: f32) -> bool {
+        // If the editor is currently open then the host must not change the current HiDPI scale as
+        // we don't have a way to handle that. Ableton Live does this.
+        if self.egui_state.is_open() {
+            return false;
+        }
+
         self.scaling_factor.store(Some(factor));
         true
     }
diff --git a/nih_plug_iced/src/editor.rs b/nih_plug_iced/src/editor.rs
index 249724e4..0724cbd4 100644
--- a/nih_plug_iced/src/editor.rs
+++ b/nih_plug_iced/src/editor.rs
@@ -97,6 +97,12 @@ impl<E: IcedEditor> Editor for IcedEditorWrapper<E> {
     }
 
     fn set_scale_factor(&self, factor: f32) -> bool {
+        // If the editor is currently open then the host must not change the current HiDPI scale as
+        // we don't have a way to handle that. Ableton Live does this.
+        if self.iced_state.is_open() {
+            return false;
+        }
+
         self.scaling_factor.store(Some(factor));
         true
     }
diff --git a/nih_plug_vizia/src/editor.rs b/nih_plug_vizia/src/editor.rs
index f1b9aa04..63ed4fa1 100644
--- a/nih_plug_vizia/src/editor.rs
+++ b/nih_plug_vizia/src/editor.rs
@@ -121,6 +121,12 @@ impl Editor for ViziaEditor {
     }
 
     fn set_scale_factor(&self, factor: f32) -> bool {
+        // If the editor is currently open then the host must not change the current HiDPI scale as
+        // we don't have a way to handle that. Ableton Live does this.
+        if self.vizia_state.is_open() {
+            return false;
+        }
+
         // We're making things a bit more complicated by having both a system scale factor, which is
         // used for HiDPI and also known to the host, and a user scale factor that the user can use
         // to arbitrarily resize the GUI