diff --git a/gossip/auditor/auditor.go b/gossip/auditor/auditor.go
index 660451583..a44a863d6 100644
--- a/gossip/auditor/auditor.go
+++ b/gossip/auditor/auditor.go
@@ -208,6 +208,11 @@ func (t MembershipTask) sendAlert(msg string) {
 }
 
 func (a Auditor) Process(b protocol.BatchSnapshots) {
+	// Metrics
+	metrics.Qed_auditor_batches_received_total.Inc()
+	timer := prometheus.NewTimer(metrics.Qed_auditor_batches_process_seconds)
+	defer timer.ObserveDuration()
+
 	task := &MembershipTask{
 		qed:    a.qed,
 		pubUrl: a.conf.PubUrls[0],
diff --git a/gossip/metrics/metrics.go b/gossip/metrics/metrics.go
index 3bf94bd2e..0345873f5 100644
--- a/gossip/metrics/metrics.go
+++ b/gossip/metrics/metrics.go
@@ -67,22 +67,22 @@ var (
 		},
 	)
 
-	Qed_auditor_batches_process_seconds = prometheus.NewGauge(
-		prometheus.GaugeOpts{
+	Qed_auditor_batches_process_seconds = prometheus.NewSummary(
+		prometheus.SummaryOpts{
 			Name: "qed_auditor_batches_process_seconds",
 			Help: "Duration of Auditor batch processing",
 		},
 	)
 
-	Qed_monitor_batches_process_seconds = prometheus.NewGauge(
-		prometheus.GaugeOpts{
+	Qed_monitor_batches_process_seconds = prometheus.NewSummary(
+		prometheus.SummaryOpts{
 			Name: "qed_monitor_batches_process_seconds",
 			Help: "Duration of Monitor batch processing",
 		},
 	)
 
-	Qed_publisher_batches_process_seconds = prometheus.NewGauge(
-		prometheus.GaugeOpts{
+	Qed_publisher_batches_process_seconds = prometheus.NewSummary(
+		prometheus.SummaryOpts{
 			Name: "qed_publisher_batches_process_seconds",
 			Help: "Duration of Publisher batch processing",
 		},
diff --git a/gossip/monitor/monitor.go b/gossip/monitor/monitor.go
index bee2bdcfc..a8dd80780 100644
--- a/gossip/monitor/monitor.go
+++ b/gossip/monitor/monitor.go
@@ -111,6 +111,11 @@ type QueryTask struct {
 }
 
 func (m Monitor) Process(b protocol.BatchSnapshots) {
+	// Metrics
+	metrics.Qed_monitor_batches_received_total.Inc()
+	timer := prometheus.NewTimer(metrics.Qed_monitor_batches_process_seconds)
+	defer timer.ObserveDuration()
+
 	first := b.Snapshots[0].Snapshot
 	last := b.Snapshots[len(b.Snapshots)-1].Snapshot
 
diff --git a/gossip/publisher/publisher.go b/gossip/publisher/publisher.go
index e27f79700..7f58ce78a 100644
--- a/gossip/publisher/publisher.go
+++ b/gossip/publisher/publisher.go
@@ -105,6 +105,11 @@ type PublishTask struct {
 }
 
 func (p *Publisher) Process(b protocol.BatchSnapshots) {
+	// Metrics
+	metrics.Qed_publisher_batches_received_total.Inc()
+	timer := prometheus.NewTimer(metrics.Qed_publisher_batches_process_seconds)
+	defer timer.ObserveDuration()
+
 	task := &PublishTask{
 		Batch: b,
 	}