diff --git a/gateway/handlers/functionshandler.go b/gateway/handlers/functionshandler.go
index d62743f16faa974e93766ccede62c53dccc4c53c..50c0d2895b005651f683c1cc99880dcf71259bff 100644
--- a/gateway/handlers/functionshandler.go
+++ b/gateway/handlers/functionshandler.go
@@ -15,9 +15,24 @@ import (
 	"github.com/docker/docker/api/types/filters"
 	"github.com/docker/docker/api/types/swarm"
 	"github.com/docker/docker/client"
+	"github.com/prometheus/client_golang/prometheus"
 	io_prometheus_client "github.com/prometheus/client_model/go"
 )
 
+func getCounterValue(service string, code string, metricsOptions *metrics.MetricOptions) float64 {
+
+	metric, err := metricsOptions.GatewayFunctionInvocation.GetMetricWith(prometheus.Labels{"function_name": service, "code": code})
+	if err != nil {
+		return 0
+	}
+
+	// Get the metric's value from ProtoBuf interface (idea via Julius Volz)
+	var protoMetric io_prometheus_client.Metric
+	metric.Write(&protoMetric)
+	invocations := protoMetric.GetCounter().GetValue()
+	return invocations
+}
+
 // MakeFunctionReader gives a summary of Function structs with Docker service stats overlaid with Prometheus counters.
 func MakeFunctionReader(metricsOptions metrics.MetricOptions, c *client.Client) http.HandlerFunc {
 	return func(w http.ResponseWriter, r *http.Request) {
@@ -39,13 +54,8 @@ func MakeFunctionReader(metricsOptions metrics.MetricOptions, c *client.Client)
 		for _, service := range services {
 
 			if len(service.Spec.TaskTemplate.ContainerSpec.Labels["function"]) > 0 {
-
-				counter, _ := metricsOptions.GatewayFunctionInvocation.GetMetricWithLabelValues(service.Spec.Name)
-
-				// Get the metric's value from ProtoBuf interface (idea via Julius Volz)
-				var protoMetric io_prometheus_client.Metric
-				counter.Write(&protoMetric)
-				invocations := protoMetric.GetCounter().GetValue()
+				invocations := getCounterValue(service.Spec.Name, "200", &metricsOptions) +
+					getCounterValue(service.Spec.Name, "500", &metricsOptions)
 
 				f := requests.Function{
 					Name:            service.Spec.Name,
diff --git a/gateway/handlers/proxy.go b/gateway/handlers/proxy.go
index dcf4de092c8c4073eb83682773322c41efdff3e8..1b37c8ebd5e3a87fc24771b3d6f0bbd144dde922 100644
--- a/gateway/handlers/proxy.go
+++ b/gateway/handlers/proxy.go
@@ -15,6 +15,7 @@ import (
 	"github.com/docker/docker/api/types/filters"
 	"github.com/docker/docker/client"
 	"github.com/gorilla/mux"
+	"github.com/prometheus/client_golang/prometheus"
 )
 
 // MakeProxy creates a proxy for HTTP web requests which can be routed to a function.
@@ -46,13 +47,21 @@ func MakeProxy(metrics metrics.MetricOptions, wildcard bool, c *client.Client, l
 	}
 }
 
+func writeHead(service string, metrics metrics.MetricOptions, code int, w http.ResponseWriter) {
+	w.WriteHeader(code)
+
+	metrics.GatewayFunctionInvocation.With(prometheus.Labels{"function_name": service, "code": strconv.Itoa(code)}).Inc()
+
+	// metrics.GatewayFunctionInvocation.WithLabelValues(service).Add(1)
+}
+
 func lookupInvoke(w http.ResponseWriter, r *http.Request, metrics metrics.MetricOptions, name string, c *client.Client, logger *logrus.Logger) {
 	exists, err := lookupSwarmService(name, c)
 	if err != nil || exists == false {
 		if err != nil {
 			logger.Fatalln(err)
 		}
-		w.WriteHeader(http.StatusInternalServerError)
+		writeHead(name, metrics, http.StatusInternalServerError, w)
 		w.Write([]byte("Error resolving service."))
 		defer r.Body.Close()
 	}
@@ -72,7 +81,6 @@ func lookupSwarmService(serviceName string, c *client.Client) (bool, error) {
 }
 
 func invokeService(w http.ResponseWriter, r *http.Request, metrics metrics.MetricOptions, service string, requestBody []byte, logger *logrus.Logger) {
-	metrics.GatewayFunctionInvocation.WithLabelValues(service).Add(1)
 
 	stamp := strconv.FormatInt(time.Now().Unix(), 10)
 
@@ -89,7 +97,7 @@ func invokeService(w http.ResponseWriter, r *http.Request, metrics metrics.Metri
 	response, err := http.Post(url, r.Header.Get("Content-Type"), buf)
 	if err != nil {
 		logger.Infoln(err)
-		w.WriteHeader(500)
+		writeHead(service, metrics, http.StatusInternalServerError, w)
 		buf := bytes.NewBufferString("Can't reach service: " + service)
 		w.Write(buf.Bytes())
 		return
@@ -98,7 +106,8 @@ func invokeService(w http.ResponseWriter, r *http.Request, metrics metrics.Metri
 	responseBody, readErr := ioutil.ReadAll(response.Body)
 	if readErr != nil {
 		fmt.Println(readErr)
-		w.WriteHeader(500)
+
+		writeHead(service, metrics, http.StatusInternalServerError, w)
 		buf := bytes.NewBufferString("Error reading response from service: " + service)
 		w.Write(buf.Bytes())
 		return
@@ -107,7 +116,7 @@ func invokeService(w http.ResponseWriter, r *http.Request, metrics metrics.Metri
 	// Match header for strict services
 	w.Header().Set("Content-Type", r.Header.Get("Content-Type"))
 
-	w.WriteHeader(http.StatusOK)
+	writeHead(service, metrics, http.StatusOK, w)
 	w.Write(responseBody)
 
 	seconds := time.Since(start).Seconds()
diff --git a/gateway/metrics/metrics.go b/gateway/metrics/metrics.go
index e28d877370a4f1ba36ebe395aebf473006bbf62f..44bba64d02f479ebd1dc1ff3296782f4eb608dc6 100644
--- a/gateway/metrics/metrics.go
+++ b/gateway/metrics/metrics.go
@@ -37,7 +37,7 @@ func BuildMetricsOptions() MetricOptions {
 			Name: "gateway_function_invocation_total",
 			Help: "Individual function metrics",
 		},
-		[]string{"function_name"},
+		[]string{"function_name", "code"},
 	)
 
 	metricsOptions := MetricOptions{