diff --git a/lib/features/dragging/Dragging.js b/lib/features/dragging/Dragging.js
index 52cc5d4ea..79c630734 100644
--- a/lib/features/dragging/Dragging.js
+++ b/lib/features/dragging/Dragging.js
@@ -143,8 +143,8 @@ export default function Dragging(eventBus, canvas, selection) {
     var clientRect = canvas._container.getBoundingClientRect();
 
     return {
-      x: viewbox.x + round((globalPosition.x - clientRect.left) / viewbox.scale),
-      y: viewbox.y + round((globalPosition.y - clientRect.top) / viewbox.scale)
+      x: viewbox.x + (globalPosition.x - clientRect.left) / viewbox.scale,
+      y: viewbox.y + (globalPosition.y - clientRect.top) / viewbox.scale
     };
   }
 
@@ -184,6 +184,7 @@ export default function Dragging(eventBus, canvas, selection) {
         localCurrent = toLocalPoint(globalCurrent),
         localDelta = deltaPos(localCurrent, localStart);
 
+
     // activate context explicitly or once threshold is reached
     if (!context.active && (activate || getLength(globalDelta) > context.threshold)) {
 
@@ -191,8 +192,8 @@ export default function Dragging(eventBus, canvas, selection) {
       // starting coordinates
 
       assign(payload, {
-        x: localStart.x + displacement.x,
-        y: localStart.y + displacement.y,
+        x: round(localStart.x + displacement.x),
+        y: round(localStart.y + displacement.y),
         dx: 0,
         dy: 0
       }, { originalEvent: event });
@@ -226,10 +227,10 @@ export default function Dragging(eventBus, canvas, selection) {
 
       // update payload with actual coordinates
       assign(payload, {
-        x: localCurrent.x + displacement.x,
-        y: localCurrent.y + displacement.y,
-        dx: localDelta.x,
-        dy: localDelta.y
+        x: round(localCurrent.x + displacement.x),
+        y: round(localCurrent.y + displacement.y),
+        dx: round(localDelta.x),
+        dy: round(localDelta.y)
       }, { originalEvent: event });
 
       // emit move event
diff --git a/lib/features/replace/Replace.js b/lib/features/replace/Replace.js
index ffe1e09f9..f70cdaf93 100644
--- a/lib/features/replace/Replace.js
+++ b/lib/features/replace/Replace.js
@@ -1,3 +1,5 @@
+var round = Math.round;
+
 /**
  * Service that allow replacing of elements.
  */
@@ -28,8 +30,8 @@ Replace.prototype.replaceElement = function(oldElement, newElementData, options)
   } else {
     // set center of element for modeling API
     // if no new width / height is given use old elements size
-    newElementData.x = Math.ceil(oldElement.x + (newElementData.width || oldElement.width) / 2);
-    newElementData.y = Math.ceil(oldElement.y + (newElementData.height || oldElement.height) / 2);
+    newElementData.x = round(oldElement.x + (newElementData.width || oldElement.width) / 2);
+    newElementData.y = round(oldElement.y + (newElementData.height || oldElement.height) / 2);
 
     newElement = modeling.replaceShape(oldElement, newElementData, options);
   }
diff --git a/test/spec/features/dragging/DraggingSpec.js b/test/spec/features/dragging/DraggingSpec.js
index 00fdeab6b..dfcf6fbd6 100644
--- a/test/spec/features/dragging/DraggingSpec.js
+++ b/test/spec/features/dragging/DraggingSpec.js
@@ -303,6 +303,37 @@ describe('features/dragging - Dragging', function() {
       ]);
     }));
 
+
+    it('should normalize to full pixel coordinates', inject(
+      function(dragging, canvas) {
+
+        // given
+        canvas.zoom(0.37);
+
+        // assume viewbox has sub-pixel x coordinate
+        expect(canvas.viewbox().x).not.to.eql(Math.round(canvas.viewbox().x));
+        expect(canvas.viewbox().y).not.to.eql(Math.round(canvas.viewbox().y));
+
+        var events = recordEvents('foo');
+
+        // when
+        dragging.init(canvasEvent({ x: 0, y: 0 }), { x: 10.12321312, y: 9.9123821 }, 'foo');
+        dragging.move(canvasEvent({ x: 20, y: 10 }));
+
+        dragging.cancel();
+
+        // then
+        expect(events.map(raw)).to.eql([
+          { type: 'foo.init' },
+          { x: 10, y: 10, dx: 0, dy: 0, type: 'foo.start' },
+          { x: 64, y: 37, dx: 54, dy: 27, type: 'foo.move' },
+          { x: 64, y: 37, dx: 54, dy: 27, type: 'foo.cancel' },
+          { x: 64, y: 37, dx: 54, dy: 27, type: 'foo.cleanup' },
+          { x: 64, y: 37, dx: 54, dy: 27, type: 'foo.canceled' }
+        ]);
+      }
+    ));
+
   });
 
 });