diff --git a/api.go b/api.go
index dfbd33e01..9d6916558 100644
--- a/api.go
+++ b/api.go
@@ -793,26 +793,43 @@ func (api *API) Node() *Node {
 	return &node
 }
 
-// Usage gets the disk usage per index
-func (api *API) Usage() (map[string]int64, int64, error) {
-	indexSizes := make(map[string]int64)
+// NodeUsage represents all usage measurements for one node.
+type NodeUsage struct {
+	Disk DiskUsage `json:"bytesOnDisk"`
+}
+
+// DiskUsage represents the storage space used on disk by one node.
+type DiskUsage struct {
+	Total   int64            `json:"total"`
+	Indexes map[string]int64 `json:"indexes"`
+}
+
+// Usage gets the disk usage per index, in a map[nodeID]NodeUsage
+func (api *API) Usage(ctx context.Context, remote bool) (map[string]NodeUsage, error) {
+	span, _ := tracing.StartSpanFromContext(ctx, "API.Usage")
+	defer span.Finish()
+
+	nodeUsages := make(map[string]NodeUsage)
 	var totalSize int64
 
+	// Open storage directory.
 	dirName, err := expandDirName(api.server.dataDir)
 	if err != nil {
-		return indexSizes, totalSize, errors.Wrap(err, "expanding data directory")
+		return nodeUsages, errors.Wrap(err, "expanding data directory")
 	}
 	dir, err := os.Open(dirName)
 	if err != nil {
-		return indexSizes, totalSize, errors.Wrap(err, "opening data directory")
+		return nodeUsages, errors.Wrap(err, "opening data directory")
 	}
 	defer dir.Close()
 
 	files, err := dir.Readdir(-1)
 	if err != nil {
-		return indexSizes, totalSize, errors.Wrap(err, "reading data directory")
+		return nodeUsages, errors.Wrap(err, "reading data directory")
 	}
 
+	// Read size on disk for each index directory.
+	indexSizes := make(map[string]int64)
 	for _, file := range files {
 		if !file.IsDir() {
 			continue
@@ -821,17 +838,40 @@ func (api *API) Usage() (map[string]int64, int64, error) {
 			continue
 		}
 		fullName := path.Join(dirName, file.Name())
-		indexSizes[file.Name()], err = diskUsage(fullName)
+		indexSizes[file.Name()], err = directoryUsage(fullName)
 		if err != nil {
-			break
+			return nodeUsages, errors.Wrap(err, "getting disk usage")
 		}
 		totalSize += indexSizes[file.Name()]
 	}
 
-	return indexSizes, totalSize, nil
+	// Insert into result.
+	nodeUsage := NodeUsage{
+		Disk: DiskUsage{
+			Total:   totalSize,
+			Indexes: indexSizes,
+		},
+	}
+	nodeUsages[api.server.nodeID] = nodeUsage
+
+	// Collect size on disk from remote nodes
+	if !remote {
+		nodes := api.cluster.Nodes()
+		for _, node := range nodes {
+			if node.ID == api.server.nodeID {
+				continue
+			}
+			nodeUsage, err := api.server.defaultClient.GetNodeUsage(ctx, &node.URI)
+			if err != nil {
+				return nil, errors.Wrapf(err, "collecting disk usage from %s", node.URI)
+			}
+			nodeUsages[node.ID] = nodeUsage[node.ID]
+		}
+	}
+	return nodeUsages, nil
 }
 
-func diskUsage(fname string) (int64, error) {
+func directoryUsage(fname string) (int64, error) {
 	var size int64
 
 	dir, err := os.Open(fname)
@@ -847,7 +887,7 @@ func diskUsage(fname string) (int64, error) {
 
 	for _, file := range files {
 		if file.IsDir() {
-			sz, err := diskUsage(path.Join(fname, file.Name()))
+			sz, err := directoryUsage(path.Join(fname, file.Name()))
 			if err != nil {
 				return 0, err
 			}
diff --git a/client.go b/client.go
index 42ec51ba0..0cae10062 100644
--- a/client.go
+++ b/client.go
@@ -81,6 +81,8 @@ type InternalClient interface {
 	FinishTransaction(ctx context.Context, id string) (*Transaction, error)
 	Transactions(ctx context.Context) (map[string]*Transaction, error)
 	GetTransaction(ctx context.Context, id string) (*Transaction, error)
+
+	GetNodeUsage(ctx context.Context, uri *URI) (map[string]NodeUsage, error)
 }
 
 //===============
@@ -227,3 +229,7 @@ func (n nopInternalClient) Transactions(ctx context.Context) (map[string]*Transa
 func (n nopInternalClient) GetTransaction(ctx context.Context, id string) (*Transaction, error) {
 	return nil, nil
 }
+
+func (n nopInternalClient) GetNodeUsage(ctx context.Context, uri *URI) (map[string]NodeUsage, error) {
+	return nil, nil
+}
diff --git a/http/client.go b/http/client.go
index 5f4e25b8a..3e2df94b4 100644
--- a/http/client.go
+++ b/http/client.go
@@ -1247,6 +1247,37 @@ func (c *InternalClient) TranslateIDsNode(ctx context.Context, uri *pilosa.URI,
 	return tkresp.Keys, nil
 }
 
+// GetNodeUsage retrieves the size-on-disk information for the specified node.
+func (c *InternalClient) GetNodeUsage(ctx context.Context, uri *pilosa.URI) (map[string]pilosa.NodeUsage, error) {
+	u := uri.Path("/ui/usage?remote=true")
+	req, err := http.NewRequest("GET", u, nil)
+	if err != nil {
+		return nil, errors.Wrap(err, "creating request")
+	}
+
+	req.Header.Set("Accept", "application/json")
+	req.Header.Set("User-Agent", "pilosa/"+pilosa.Version)
+
+	// Execute request against the host.
+	resp, err := c.executeRequest(req.WithContext(ctx))
+	if err != nil {
+		return nil, err
+	}
+	defer resp.Body.Close()
+
+	// Read body and unmarshal response.
+	body, err := ioutil.ReadAll(resp.Body)
+	if err != nil {
+		return nil, errors.Wrap(err, "reading")
+	}
+
+	nodeUsages := make(map[string]pilosa.NodeUsage) // map of size 1
+	if err := json.Unmarshal(body, &nodeUsages); err != nil {
+		return nil, fmt.Errorf("unmarshal response: %s", err)
+	}
+	return nodeUsages, nil
+}
+
 func (c *InternalClient) Transactions(ctx context.Context) (map[string]*pilosa.Transaction, error) {
 	span, ctx := tracing.StartSpanFromContext(ctx, "InternalClient.Transactions")
 	defer span.Finish()
diff --git a/http/handler.go b/http/handler.go
index 98634111d..bb8cdf9f6 100644
--- a/http/handler.go
+++ b/http/handler.go
@@ -665,34 +665,25 @@ func (h *Handler) handleGetUsage(w http.ResponseWriter, r *http.Request) {
 		http.Error(w, "JSON only acceptable response", http.StatusNotAcceptable)
 		return
 	}
-	usageIndexes, usageTotal, err := h.api.Usage()
+
+	q := r.URL.Query()
+	remoteStr := q.Get("remote")
+	var remote bool
+	if remoteStr == "true" {
+		remote = true
+	}
+
+	nodeUsages, err := h.api.Usage(r.Context(), remote)
 	if err != nil {
 		http.Error(w, err.Error(), http.StatusInternalServerError)
 	}
 
-	disk := diskUsage{
-		Total:   usageTotal,
-		Indexes: usageIndexes,
-	}
-
-	usage := getUsageResponse{
-		Disk: disk,
-	}
-
 	w.Header().Set("Content-Type", "application/json")
-	if err := json.NewEncoder(w).Encode(usage); err != nil {
+	if err := json.NewEncoder(w).Encode(nodeUsages); err != nil {
 		h.logger.Printf("write status response error: %s", err)
 	}
 }
 
-type getUsageResponse struct {
-	Disk diskUsage `json:"bytesOnDisk"`
-}
-type diskUsage struct {
-	Total   int64            `json:"total"`
-	Indexes map[string]int64 `json:"indexes"`
-}
-
 // handleGetStatus handles GET /status requests.
 func (h *Handler) handleGetStatus(w http.ResponseWriter, r *http.Request) {
 	if !validHeaderAcceptJSON(r.Header) {
diff --git a/server/handler_test.go b/server/handler_test.go
index 47e4698b0..4096dc970 100644
--- a/server/handler_test.go
+++ b/server/handler_test.go
@@ -385,13 +385,18 @@ func TestHandler_Endpoints(t *testing.T) {
 		w := httptest.NewRecorder()
 		h.ServeHTTP(w, test.MustNewHTTPRequest("GET", "/ui/usage", nil))
 		if w.Code != gohttp.StatusOK {
+			fmt.Printf("%+v\n", w.Body)
 			t.Fatalf("unexpected status code: %d", w.Code)
 		}
-		ret := mustJSONDecode(t, w.Body)
-		usage := ret["bytesOnDisk"].(map[string]interface{})
-		indexes := usage["indexes"].(map[string]interface{})
-		if len(indexes) != 2 {
-			t.Fatalf("wrong length index size list: %#v", indexes)
+		nodeUsages := make(map[string]pilosa.NodeUsage)
+		if err := json.Unmarshal(w.Body.Bytes(), &nodeUsages); err != nil {
+			t.Fatalf("unmarshal")
+		}
+
+		for _, nodeUsage := range nodeUsages {
+			if len(nodeUsage.Disk.Indexes) != 2 {
+				t.Fatalf("wrong length index size list: %#v", nodeUsage.Disk.Indexes)
+			}
 		}
 	})