diff --git a/CHANGELOG.md b/CHANGELOG.md
index cb3dad8..99fdf3f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,6 +9,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Added
 
+- `MemoryUsage` field is added to `QueueStats`.
 - `DeleteAllPendingTasks`, `ArchiveAllPendingTasks` were added to `Inspector`
 - `DeleteTaskByKey` and `ArchiveTaskByKey` now supports deleting/archiving `PendingTask`.
 - asynq CLI now supports deleting/archiving pending tasks.
diff --git a/inspector.go b/inspector.go
index 04243aa..3d6ba67 100644
--- a/inspector.go
+++ b/inspector.go
@@ -41,6 +41,8 @@ func (i *Inspector) Queues() ([]string, error) {
 type QueueStats struct {
 	// Name of the queue.
 	Queue string
+	// Total number of bytes that the queue and its tasks require to be stored in redis.
+	MemoryUsage int64
 	// Size is the total number of tasks in the queue.
 	// The value is the sum of Pending, Active, Scheduled, Retry, and Archived.
 	Size int
@@ -76,17 +78,18 @@ func (i *Inspector) CurrentStats(qname string) (*QueueStats, error) {
 		return nil, err
 	}
 	return &QueueStats{
-		Queue:     stats.Queue,
-		Size:      stats.Size,
-		Pending:   stats.Pending,
-		Active:    stats.Active,
-		Scheduled: stats.Scheduled,
-		Retry:     stats.Retry,
-		Archived:  stats.Archived,
-		Processed: stats.Processed,
-		Failed:    stats.Failed,
-		Paused:    stats.Paused,
-		Timestamp: stats.Timestamp,
+		Queue:       stats.Queue,
+		MemoryUsage: stats.MemoryUsage,
+		Size:        stats.Size,
+		Pending:     stats.Pending,
+		Active:      stats.Active,
+		Scheduled:   stats.Scheduled,
+		Retry:       stats.Retry,
+		Archived:    stats.Archived,
+		Processed:   stats.Processed,
+		Failed:      stats.Failed,
+		Paused:      stats.Paused,
+		Timestamp:   stats.Timestamp,
 	}, nil
 }
 
diff --git a/inspector_test.go b/inspector_test.go
index e3c7270..cd6267d 100644
--- a/inspector_test.go
+++ b/inspector_test.go
@@ -264,6 +264,7 @@ func TestInspectorCurrentStats(t *testing.T) {
 	m6 := h.NewTaskMessageWithQueue("task6", nil, "low")
 	now := time.Now()
 	timeCmpOpt := cmpopts.EquateApproxTime(time.Second)
+	ignoreMemUsg := cmpopts.IgnoreFields(QueueStats{}, "MemoryUsage")
 
 	inspector := NewInspector(getRedisConnOpt(t))
 
@@ -356,7 +357,7 @@ func TestInspectorCurrentStats(t *testing.T) {
 				tc.qname, got, err, tc.want)
 			continue
 		}
-		if diff := cmp.Diff(tc.want, got, timeCmpOpt); diff != "" {
+		if diff := cmp.Diff(tc.want, got, timeCmpOpt, ignoreMemUsg); diff != "" {
 			t.Errorf("r.CurrentStats(%q) = %v, %v, want %v, nil; (-want, +got)\n%s",
 				tc.qname, got, err, tc.want, diff)
 			continue
diff --git a/internal/rdb/inspect.go b/internal/rdb/inspect.go
index deca68c..bd2e89c 100644
--- a/internal/rdb/inspect.go
+++ b/internal/rdb/inspect.go
@@ -25,6 +25,9 @@ func (r *RDB) AllQueues() ([]string, error) {
 type Stats struct {
 	// Name of the queue (e.g. "default", "critical").
 	Queue string
+	// MemoryUsage is the total number of bytes the queue and its tasks require
+	// to be stored in redis.
+	MemoryUsage int64
 	// Paused indicates whether the queue is paused.
 	// If true, tasks in the queue should not be processed.
 	Paused bool
@@ -160,9 +163,30 @@ func (r *RDB) CurrentStats(qname string) (*Stats, error) {
 		}
 	}
 	stats.Size = size
+	memusg, err := r.memoryUsage(qname)
+	if err != nil {
+		return nil, err
+	}
+	stats.MemoryUsage = memusg
 	return stats, nil
 }
 
+func (r *RDB) memoryUsage(qname string) (int64, error) {
+	keys, err := r.client.Keys(fmt.Sprintf("asynq:{%s}*", qname)).Result()
+	if err != nil {
+		return 0, err
+	}
+	var usg int64
+	for _, k := range keys {
+		n, err := r.client.MemoryUsage(k).Result()
+		if err != nil {
+			return 0, err
+		}
+		usg += n
+	}
+	return usg, nil
+}
+
 var historicalStatsCmd = redis.NewScript(`
 local res = {}
 for _, key in ipairs(KEYS) do
diff --git a/internal/rdb/inspect_test.go b/internal/rdb/inspect_test.go
index f4313d5..6283db8 100644
--- a/internal/rdb/inspect_test.go
+++ b/internal/rdb/inspect_test.go
@@ -209,7 +209,8 @@ func TestCurrentStats(t *testing.T) {
 			continue
 		}
 
-		if diff := cmp.Diff(tc.want, got, timeCmpOpt); diff != "" {
+		ignoreMemUsg := cmpopts.IgnoreFields(Stats{}, "MemoryUsage")
+		if diff := cmp.Diff(tc.want, got, timeCmpOpt, ignoreMemUsg); diff != "" {
 			t.Errorf("r.CurrentStats(%q) = %v, %v, want %v, nil; (-want, +got)\n%s", tc.qname, got, err, tc.want, diff)
 			continue
 		}