diff --git a/pkg/ui/src/redux/nodes.spec.ts b/pkg/ui/src/redux/nodes.spec.ts
index db3a1389311b..f73a2046ffdc 100644
--- a/pkg/ui/src/redux/nodes.spec.ts
+++ b/pkg/ui/src/redux/nodes.spec.ts
@@ -6,6 +6,7 @@ import * as protos from "src/js/protos";
 import {
   nodeDisplayNameByIDSelector,
   selectCommissionedNodeStatuses,
+  selectStoreIDsByNodeID,
   LivenessStatus,
   sumNodeStats,
 } from "./nodes";
@@ -110,6 +111,43 @@ describe("node data selectors", function() {
       assert.deepEqual(nodeDisplayNameByIDSelector(store.getState()), {});
     });
   });
+
+  describe("store IDs by node ID", function() {
+    it("correctly creates storeID map", function() {
+      const data = [
+        {
+          desc: { node_id: 1 },
+          store_statuses: [
+            { desc: { store_id: 1 }},
+            { desc: { store_id: 2 }},
+            { desc: { store_id: 3 }},
+          ],
+        },
+        {
+          desc: { node_id: 2 },
+          store_statuses: [
+            { desc: { store_id: 4 }},
+          ],
+        },
+        {
+          desc: { node_id: 3 },
+          store_statuses: [
+            { desc: { store_id: 5 }},
+            { desc: { store_id: 6 }},
+          ],
+        },
+      ];
+      const store = createAdminUIStore();
+      store.dispatch(nodesReducerObj.receiveData(data));
+      const state = store.getState();
+
+      assert.deepEqual(selectStoreIDsByNodeID(state), {
+        1: ["1", "2", "3"],
+        2: ["4"],
+        3: ["5", "6"],
+      });
+    });
+  });
 });
 
 describe("selectCommissionedNodeStatuses", function() {
diff --git a/pkg/ui/src/redux/nodes.ts b/pkg/ui/src/redux/nodes.ts
index d47eb2494f73..e11892a70589 100644
--- a/pkg/ui/src/redux/nodes.ts
+++ b/pkg/ui/src/redux/nodes.ts
@@ -236,6 +236,19 @@ export const nodeDisplayNameByIDSelector = createSelector(
   },
 );
 
+// selectStoreIDsByNodeID returns a map from node ID to a list of store IDs for
+// that node. Like nodeIDsSelector, the store ids are converted to strings.
+export const selectStoreIDsByNodeID = createSelector(
+  nodeStatusesSelector,
+  (nodeStatuses) => {
+    const result: {[key: string]: string[]} = {};
+    _.each(nodeStatuses, ns =>
+        result[ns.desc.node_id] = _.map(ns.store_statuses, ss => ss.desc.store_id.toString()),
+    );
+    return result;
+  },
+);
+
 /**
  * nodesSummarySelector returns a directory object containing a variety of
  * computed information based on the current nodes. This object is easy to
@@ -249,7 +262,8 @@ export const nodesSummarySelector = createSelector(
   nodeDisplayNameByIDSelector,
   livenessStatusByNodeIDSelector,
   livenessByNodeIDSelector,
-  (nodeStatuses, nodeIDs, nodeStatusByID, nodeSums, nodeDisplayNameByID, livenessStatusByNodeID, livenessByNodeID) => {
+  selectStoreIDsByNodeID,
+  (nodeStatuses, nodeIDs, nodeStatusByID, nodeSums, nodeDisplayNameByID, livenessStatusByNodeID, livenessByNodeID, storeIDsByNodeID) => {
     return {
       nodeStatuses,
       nodeIDs,
@@ -258,6 +272,7 @@ export const nodesSummarySelector = createSelector(
       nodeDisplayNameByID,
       livenessStatusByNodeID,
       livenessByNodeID,
+      storeIDsByNodeID,
     };
   },
 );
diff --git a/pkg/ui/src/views/cluster/containers/nodeGraphs/dashboards/dashboardUtils.ts b/pkg/ui/src/views/cluster/containers/nodeGraphs/dashboards/dashboardUtils.ts
index c7432edaa142..17e4bcfef84b 100644
--- a/pkg/ui/src/views/cluster/containers/nodeGraphs/dashboards/dashboardUtils.ts
+++ b/pkg/ui/src/views/cluster/containers/nodeGraphs/dashboards/dashboardUtils.ts
@@ -1,5 +1,3 @@
-import _ from "lodash";
-
 import { NodesSummary } from "src/redux/nodes";
 
 /**
@@ -45,9 +43,5 @@ export function nodeDisplayName(nodesSummary: NodesSummary, nid: string) {
 }
 
 export function storeIDsForNode(nodesSummary: NodesSummary, nid: string): string[] {
-  const ns = nodesSummary.nodeStatusByID[nid];
-  if (!ns) {
-    return [];
-  }
-  return _.map(ns.store_statuses, (ss) => ss.desc.store_id.toString());
+  return nodesSummary.storeIDsByNodeID[nid] || [];
 }
diff --git a/pkg/ui/src/views/reports/containers/customgraph/customMetric.tsx b/pkg/ui/src/views/reports/containers/customgraph/customMetric.tsx
index dd94ae279544..9f309c63b296 100644
--- a/pkg/ui/src/views/reports/containers/customgraph/customMetric.tsx
+++ b/pkg/ui/src/views/reports/containers/customgraph/customMetric.tsx
@@ -8,13 +8,15 @@ import { DropdownOption } from "src/views/shared/components/dropdown";
 import TimeSeriesQueryAggregator = protos.cockroach.ts.tspb.TimeSeriesQueryAggregator;
 import TimeSeriesQueryDerivative = protos.cockroach.ts.tspb.TimeSeriesQueryDerivative;
 
-const aggregatorOptions: DropdownOption[] = [
+const downsamplerOptions: DropdownOption[] = [
   TimeSeriesQueryAggregator.AVG,
   TimeSeriesQueryAggregator.MAX,
   TimeSeriesQueryAggregator.MIN,
   TimeSeriesQueryAggregator.SUM,
 ].map(agg => ({ label: TimeSeriesQueryAggregator[agg], value: agg.toString() }));
 
+const aggregatorOptions = downsamplerOptions;
+
 const derivativeOptions: DropdownOption[] = [
   { label: "Normal", value: TimeSeriesQueryDerivative.NONE.toString() },
   { label: "Rate", value: TimeSeriesQueryDerivative.DERIVATIVE.toString() },
@@ -26,6 +28,7 @@ export class CustomMetricState {
   downsampler = TimeSeriesQueryAggregator.AVG;
   aggregator = TimeSeriesQueryAggregator.SUM;
   derivative = TimeSeriesQueryDerivative.NONE;
+  perNode = false;
   source = "";
 }
 
@@ -73,6 +76,12 @@ export class CustomMetricRow extends React.Component<CustomMetricRowProps> {
     });
   }
 
+  changePerNode = (selection: React.FormEvent<HTMLInputElement>) => {
+    this.changeState({
+      perNode: selection.currentTarget.checked,
+    });
+  }
+
   deleteOption = () => {
     this.props.onDelete(this.props.index);
   }
@@ -81,7 +90,7 @@ export class CustomMetricRow extends React.Component<CustomMetricRowProps> {
     const {
       metricOptions,
       nodeOptions,
-      rowState: { metric, downsampler, aggregator, derivative, source },
+      rowState: { metric, downsampler, aggregator, derivative, source, perNode },
     } = this.props;
 
     return (
@@ -107,7 +116,7 @@ export class CustomMetricRow extends React.Component<CustomMetricRowProps> {
               clearable={false}
               searchable={false}
               value={downsampler.toString()}
-              options={aggregatorOptions}
+              options={downsamplerOptions}
               onChange={this.changeDownsampler}
             />
           </div>
@@ -148,6 +157,9 @@ export class CustomMetricRow extends React.Component<CustomMetricRowProps> {
             />
           </div>
         </td>
+        <td className="metric-table__cell">
+          <input type="checkbox" checked={perNode} onChange={this.changePerNode} />
+        </td>
         <td>
           <button className="metric-edit-button" onClick={this.deleteOption}>Remove</button>
         </td>
diff --git a/pkg/ui/src/views/reports/containers/customgraph/customgraph.styl b/pkg/ui/src/views/reports/containers/customgraph/customgraph.styl
index c44378ca26b0..49f0147da3ff 100644
--- a/pkg/ui/src/views/reports/containers/customgraph/customgraph.styl
+++ b/pkg/ui/src/views/reports/containers/customgraph/customgraph.styl
@@ -47,3 +47,6 @@
       background inherit
       padding 0
 
+  &__cell
+    text-align center
+
diff --git a/pkg/ui/src/views/reports/containers/customgraph/index.tsx b/pkg/ui/src/views/reports/containers/customgraph/index.tsx
index 0af8e2a920d7..529f0a732dc5 100644
--- a/pkg/ui/src/views/reports/containers/customgraph/index.tsx
+++ b/pkg/ui/src/views/reports/containers/customgraph/index.tsx
@@ -17,6 +17,8 @@ import { PageConfig, PageConfigItem } from "src/views/shared/components/pageconf
 import { CustomMetricState, CustomMetricRow } from "./customMetric";
 import "./customgraph.styl";
 
+import { NodeStatus$Properties } from "../../../../util/proto";
+
 const axisUnitsOptions: DropdownOption[] = [
   AxisUnits.Count,
   AxisUnits.Bytes,
@@ -66,7 +68,7 @@ class CustomGraph extends React.Component<CustomGraphProps & WithRouterProps> {
 
       return _.keys(nodeStatuses[0].metrics).map(k => {
         const fullMetricName =
-          _.has(nodeStatuses[0].store_statuses[0].metrics, k)
+          isStoreMetric(nodeStatuses[0], k)
           ? "cr.store." + k
           : "cr.node." + k;
 
@@ -148,6 +150,7 @@ class CustomGraph extends React.Component<CustomGraphProps & WithRouterProps> {
   renderGraph() {
     const metrics = this.currentMetrics();
     const units = this.currentAxisUnits();
+    const { nodesSummary } = this.props;
     if (_.isEmpty(metrics)) {
       return (
         <section className="section">
@@ -164,17 +167,35 @@ class CustomGraph extends React.Component<CustomGraphProps & WithRouterProps> {
               {
                 metrics.map((m, i) => {
                   if (m.metric !== "") {
-                    return (
-                      <Metric
-                        key={i}
-                        title={m.metric}
-                        name={m.metric}
-                        aggregator={m.aggregator}
-                        downsampler={m.downsampler}
-                        derivative={m.derivative}
-                        sources={m.source === "" ? [] : [m.source]}
-                      />
-                    );
+                    if (m.perNode) {
+                      return _.map(nodesSummary.nodeIDs, (nodeID) => (
+                        <Metric
+                          key={"${i}${nodeID}"}
+                          title={`${nodeID}: ${m.metric} (${i})`}
+                          name={m.metric}
+                          aggregator={m.aggregator}
+                          downsampler={m.downsampler}
+                          derivative={m.derivative}
+                          sources={
+                            isStoreMetric(nodesSummary.nodeStatuses[0], m.metric)
+                            ? _.map(nodesSummary.storeIDsByNodeID[nodeID] || [], n => n.toString())
+                            : [nodeID]
+                          }
+                        />
+                      ));
+                    } else {
+                      return (
+                        <Metric
+                          key={i}
+                          title={`${m.metric} (${i}) `}
+                          name={m.metric}
+                          aggregator={m.aggregator}
+                          downsampler={m.downsampler}
+                          derivative={m.derivative}
+                          sources={m.source === "" ? [] : [m.source]}
+                        />
+                      );
+                    }
                   }
                   return "";
                 })
@@ -202,6 +223,7 @@ class CustomGraph extends React.Component<CustomGraphProps & WithRouterProps> {
               <td className="metric-table__header">Aggregator</td>
               <td className="metric-table__header">Rate</td>
               <td className="metric-table__header">Source</td>
+              <td className="metric-table__header">Per Node</td>
               <td className="metric-table__header metric-table__header--no-title"></td>
             </tr>
           </thead>
@@ -266,3 +288,7 @@ const mapDispatchToProps = {
 };
 
 export default connect(mapStateToProps, mapDispatchToProps)(withRouter(CustomGraph));
+
+function isStoreMetric(nodeStatus: NodeStatus$Properties, metricName: string) {
+  return _.has(nodeStatus.store_statuses[0].metrics, metricName);
+}