diff --git a/client/app/scripts/components/node-details/node-details-health-link-item.js b/client/app/scripts/components/node-details/node-details-health-link-item.js
index 54ae18b24..1641d94c9 100644
--- a/client/app/scripts/components/node-details/node-details-health-link-item.js
+++ b/client/app/scripts/components/node-details/node-details-health-link-item.js
@@ -1,6 +1,7 @@
 import React from 'react';
 import moment from 'moment';
 import { connect } from 'react-redux';
+import stableStringify from 'json-stable-stringify';
 
 import NodeDetailsHealthItem from './node-details-health-item';
 import CloudLink from '../cloud-link';
@@ -30,7 +31,7 @@ export function appendTime(url, time) {
       return url;
     }
 
-    return `${url.substr(0, pos + cloudLinkPathEnd.length)}${encodeURIComponent(JSON.stringify(payload) || '')}`;
+    return `${url.substr(0, pos + cloudLinkPathEnd.length)}${encodeURIComponent(stableStringify(payload) || '')}`;
   }
 
   if (url.indexOf('?') !== -1) {
diff --git a/client/app/scripts/components/terminal.js b/client/app/scripts/components/terminal.js
index 5dda94fd7..faee037c3 100644
--- a/client/app/scripts/components/terminal.js
+++ b/client/app/scripts/components/terminal.js
@@ -6,6 +6,7 @@ import classNames from 'classnames';
 import { debounce } from 'lodash';
 import { Terminal as Term } from 'xterm';
 import * as fit from 'xterm/lib/addons/fit/fit';
+import stableStringify from 'json-stable-stringify';
 
 import { closeTerminal } from '../actions/app-actions';
 import { getPipeStatus } from '../actions/request-actions';
@@ -230,7 +231,7 @@ class Terminal extends React.Component {
 
   handlePopoutTerminal(ev) {
     ev.preventDefault();
-    const paramString = JSON.stringify(this.props);
+    const paramString = stableStringify(this.props);
     this.props.dispatch(closeTerminal(this.getPipeId()));
     this.setState({detached: true});
 
diff --git a/client/app/scripts/components/zoomable-canvas.js b/client/app/scripts/components/zoomable-canvas.js
index 51b51c73e..365a0a67b 100644
--- a/client/app/scripts/components/zoomable-canvas.js
+++ b/client/app/scripts/components/zoomable-canvas.js
@@ -3,6 +3,7 @@ import classNames from 'classnames';
 import { connect } from 'react-redux';
 import { clamp, debounce, pick } from 'lodash';
 import { fromJS } from 'immutable';
+import stableStringify from 'json-stable-stringify';
 
 import { drag } from 'd3-drag';
 import { event as d3Event, select } from 'd3-selection';
@@ -275,7 +276,7 @@ function mapStateToProps(state, props) {
     canvasMargins: canvasMarginsSelector(state),
     forceRelayout: state.get('forceRelayout'),
     height: canvasHeightSelector(state),
-    layoutId: JSON.stringify(activeTopologyZoomCacheKeyPathSelector(state)),
+    layoutId: stableStringify(activeTopologyZoomCacheKeyPathSelector(state)),
     layoutLimits: props.limitsSelector(state),
     layoutZoomState: props.zoomStateSelector(state),
     width: canvasWidthSelector(state),
diff --git a/client/app/scripts/selectors/zooming.js b/client/app/scripts/selectors/zooming.js
index ec354bfac..03f6e60af 100644
--- a/client/app/scripts/selectors/zooming.js
+++ b/client/app/scripts/selectors/zooming.js
@@ -1,5 +1,6 @@
 import { createSelector } from 'reselect';
 import { Map as makeMap } from 'immutable';
+import stableStringify from 'json-stable-stringify';
 
 import { isGraphViewModeSelector, activeTopologyOptionsSelector } from './topology';
 
@@ -10,7 +11,7 @@ export const activeTopologyZoomCacheKeyPathSelector = createSelector(
     state => state.get('topologyViewMode'),
     state => state.get('currentTopologyId'),
     state => state.get('pinnedMetricType'),
-    state => JSON.stringify(activeTopologyOptionsSelector(state)),
+    state => stableStringify(activeTopologyOptionsSelector(state)),
   ],
   (isGraphViewMode, viewMode, topologyId, pinnedMetricType, topologyOptions) => (
     isGraphViewMode
diff --git a/client/app/scripts/utils/hash-utils.js b/client/app/scripts/utils/hash-utils.js
index 76c358d38..2a1c3d595 100644
--- a/client/app/scripts/utils/hash-utils.js
+++ b/client/app/scripts/utils/hash-utils.js
@@ -1,13 +1,14 @@
 import {
   isPlainObject, mapValues, isEmpty, omitBy
 } from 'lodash';
+import stableStringify from 'json-stable-stringify';
 
 
 export function hashDifferenceDeep(A, B) {
   // If the elements have exactly the same content, the difference is an empty object.
   // This could fail if the objects are both hashes with different permutation of keys,
   // but this case we handle below by digging in recursively.
-  if (JSON.stringify(A) === JSON.stringify(B)) return {};
+  if (stableStringify(A) === stableStringify(B)) return {};
 
   // Otherwise, if either element is not a hash, always return the first element
   // unchanged as this function only takes difference of hash objects.
diff --git a/client/app/scripts/utils/storage-utils.js b/client/app/scripts/utils/storage-utils.js
index 45bd293e5..0aacfacdf 100644
--- a/client/app/scripts/utils/storage-utils.js
+++ b/client/app/scripts/utils/storage-utils.js
@@ -1,4 +1,5 @@
 import debug from 'debug';
+import stableStringify from 'json-stable-stringify';
 
 const log = debug('scope:storage-utils');
 
@@ -62,7 +63,7 @@ export function storageGetObject(
 
 export function storageSetObject(key, obj, storage = localSessionStorage) {
   try {
-    return storageSet(key, JSON.stringify(obj), storage);
+    return storageSet(key, stableStringify(obj), storage);
   } catch (e) {
     log('Error encoding object for key', key);
   }
diff --git a/client/app/scripts/utils/topology-utils.js b/client/app/scripts/utils/topology-utils.js
index 2c6991164..ee76f4cc0 100644
--- a/client/app/scripts/utils/topology-utils.js
+++ b/client/app/scripts/utils/topology-utils.js
@@ -1,5 +1,6 @@
 import { endsWith } from 'lodash';
 import { Set as makeSet, List as makeList, Map as makeMap } from 'immutable';
+import stableStringify from 'json-stable-stringify';
 
 import { isPausedSelector } from '../selectors/time-travel';
 import { isResourceViewModeSelector } from '../selectors/topology';
@@ -44,7 +45,7 @@ export function buildTopologyCacheId(topologyId, topologyOptions) {
   if (topologyId) {
     id = topologyId;
     if (topologyOptions) {
-      id += JSON.stringify(topologyOptions);
+      id += stableStringify(topologyOptions);
     }
   }
   return id;
diff --git a/client/app/scripts/utils/web-api-utils.js b/client/app/scripts/utils/web-api-utils.js
index 7a2b57634..25d9d6a8f 100644
--- a/client/app/scripts/utils/web-api-utils.js
+++ b/client/app/scripts/utils/web-api-utils.js
@@ -2,6 +2,7 @@ import debug from 'debug';
 import reqwest from 'reqwest';
 import { defaults } from 'lodash';
 import { Map as makeMap, List } from 'immutable';
+import stableStringify from 'json-stable-stringify';
 
 import {
   receiveError,
@@ -226,7 +227,7 @@ export function doResizeTty(pipeId, control, cols, rows) {
     + `${encodeURIComponent(control.nodeId)}/${control.id}`;
 
   return doRequest({
-    data: JSON.stringify({ height: rows.toString(), pipeID: pipeId, width: cols.toString() }),
+    data: stableStringify({ height: rows.toString(), pipeID: pipeId, width: cols.toString() }),
     method: 'POST',
     url,
   })