diff --git a/pkg/cache/cache.go b/pkg/cache/cache.go
index 19dff5c..48ac2b7 100644
--- a/pkg/cache/cache.go
+++ b/pkg/cache/cache.go
@@ -45,7 +45,7 @@ type CacheKeys struct {
 	TaskResultByTaskAndWorker CacheKey
 	TaskResultByWorker        CacheKey
 	TaskResultsTotal          CacheKey
-
+	CompletedTasksTotal       CacheKey
 	// Worker cache keys
 	WorkerByWallet CacheKey
 	WorkerCount    CacheKey
@@ -65,6 +65,7 @@ var cacheKeys = CacheKeys{
 	TaskResultByTaskAndWorker: "tr:task:worker",
 	TaskResultByWorker:        "tr:worker",
 	TaskResultsTotal:          "metrics:tr:total",
+	CompletedTasksTotal:       "metrics:completed_tasks:total",
 
 	// Worker cache keys
 	WorkerByWallet: "worker:wallet",
diff --git a/pkg/metric/metrics_service.go b/pkg/metric/metrics_service.go
index bc95328..27372d8 100644
--- a/pkg/metric/metrics_service.go
+++ b/pkg/metric/metrics_service.go
@@ -40,19 +40,51 @@ func (metricService *MetricService) UpdateDojoWorkerCount(ctx context.Context) e
 }
 
 func (metricService *MetricService) UpdateCompletedTaskCount(ctx context.Context) error {
-	taskORM := orm.NewTaskORM()
+	cache := cache.GetCacheInstance()
+	cacheKey := string(cache.Keys.CompletedTasksTotal)
 	metricORM := orm.NewMetricsORM()
 
-	completedTasksCount, err := taskORM.GetCompletedTaskCount(ctx)
+	// Try to get current count from Redis
+	currentCount, err := cache.Redis.Get(ctx, cacheKey).Int64()
+	log.Info().Int64("CompletedTasksCount", currentCount).Msg("Current completed tasks count")
+	if err == redis.Nil { // Key doesn't exist
+		// Get the last metric from database
+		lastMetric, err := metricORM.GetMetricsDataByMetricType(ctx, db.MetricsTypeTotalNumCompletedTasks)
+		if err != nil && !db.IsErrNotFound(err) {
+			return err
+		}
+
+		// Initialize Redis counter with last known value from database
+		var initialCount int64 = 0
+		if lastMetric != nil {
+			var lastMetricData MetricCompletedTasksCount
+			if err := json.Unmarshal(lastMetric.MetricsData, &lastMetricData); err != nil {
+				return err
+			}
+			log.Info().Interface("LastMetricData", lastMetricData).Msg("Last Completed Tasks Count in Metrics")
+			initialCount = int64(lastMetricData.TotalNumCompletedTasks)
+		}
+
+		if err := cache.Redis.Set(ctx, cacheKey, initialCount, 0).Err(); err != nil {
+			return err
+		}
+		log.Info().Int64("initial_count", initialCount).Msg("Initialized completed tasks counter")
+	} else if err != nil {
+		return err
+	}
+
+	// Increment the counter
+	count, err := cache.Redis.Incr(ctx, cacheKey).Result()
 	if err != nil {
-		log.Error().Err(err).Msg("Failed to get completed tasks")
+		log.Error().Err(err).Msg("Failed to increment completed tasks count")
 		return err
 	}
-	newMetricData := MetricCompletedTasksCount{TotalNumCompletedTasks: completedTasksCount}
-	log.Info().Interface("CompletedTaskCount", newMetricData).Msg("Updating completed task count metric")
 
-	err = metricORM.CreateNewMetric(ctx, db.MetricsTypeTotalNumCompletedTasks, newMetricData)
-	return err
+	// Store in database
+	newMetricData := MetricCompletedTasksCount{TotalNumCompletedTasks: int(count)}
+	log.Info().Interface("CompletedTaskCount", newMetricData).Msg("Updating completed tasks count metric")
+
+	return metricORM.CreateNewMetric(ctx, db.MetricsTypeTotalNumCompletedTasks, newMetricData)
 }
 
 func (metricService *MetricService) UpdateTotalTaskResultsCount(ctx context.Context) error {