diff --git a/frontend/src/component/feature/FeatureView/FeatureMetrics/FeatureMetrics.tsx b/frontend/src/component/feature/FeatureView/FeatureMetrics/FeatureMetrics.tsx
index 0e624426fa..44c10c5164 100644
--- a/frontend/src/component/feature/FeatureView/FeatureMetrics/FeatureMetrics.tsx
+++ b/frontend/src/component/feature/FeatureView/FeatureMetrics/FeatureMetrics.tsx
@@ -20,6 +20,7 @@ import {
     useQueryParams,
     withDefault,
 } from 'use-query-params';
+import { aggregateFeatureMetrics } from './aggregateFeatureMetrics';
 
 export const FeatureMetrics = () => {
     const projectId = useRequiredPathParam('projectId');
@@ -53,9 +54,13 @@ export const FeatureMetrics = () => {
     }, [featureMetrics]);
 
     const filteredMetrics = useMemo(() => {
-        return cachedMetrics
-            ?.filter((metric) => selectedEnvironment === metric.environment)
-            .filter((metric) => selectedApplications.includes(metric.appName));
+        return aggregateFeatureMetrics(
+            cachedMetrics
+                ?.filter((metric) => selectedEnvironment === metric.environment)
+                .filter((metric) =>
+                    selectedApplications.includes(metric.appName),
+                ) || [],
+        );
     }, [
         cachedMetrics,
         selectedEnvironment,
diff --git a/frontend/src/component/feature/FeatureView/FeatureMetrics/FeatureMetricsChart/createChartData.ts b/frontend/src/component/feature/FeatureView/FeatureMetrics/FeatureMetricsChart/createChartData.ts
index 0ab709b7ad..362e3828e7 100644
--- a/frontend/src/component/feature/FeatureView/FeatureMetrics/FeatureMetricsChart/createChartData.ts
+++ b/frontend/src/component/feature/FeatureView/FeatureMetrics/FeatureMetricsChart/createChartData.ts
@@ -71,6 +71,6 @@ const createChartPoints = (
     return metrics.map((metric) => ({
         x: metric.timestamp,
         y: y(metric),
-        variants: metric.variants,
+        variants: metric.variants || {},
     }));
 };
diff --git a/frontend/src/component/feature/FeatureView/FeatureMetrics/FeatureMetricsStats/FeatureMetricsStats.test.tsx b/frontend/src/component/feature/FeatureView/FeatureMetrics/FeatureMetricsStats/FeatureMetricsStats.test.tsx
index ab76caaac4..9fd51244d1 100644
--- a/frontend/src/component/feature/FeatureView/FeatureMetrics/FeatureMetricsStats/FeatureMetricsStats.test.tsx
+++ b/frontend/src/component/feature/FeatureView/FeatureMetrics/FeatureMetricsStats/FeatureMetricsStats.test.tsx
@@ -9,7 +9,7 @@ test('render hourly metrics stats', async () => {
     expect(screen.getByText('50%')).toBeInTheDocument();
     expect(
         screen.getByText(
-            'Total requests for the feature in the environment in the last 48 hours.',
+            'Total requests for the feature in the environment in the last 48 hours (local time).',
         ),
     ).toBeInTheDocument();
 });
@@ -21,7 +21,7 @@ test('render daily metrics stats', async () => {
 
     expect(
         screen.getByText(
-            'Total requests for the feature in the environment in the last 7 days.',
+            'Total requests for the feature in the environment in the last 7 days (UTC).',
         ),
     ).toBeInTheDocument();
 });
diff --git a/frontend/src/component/feature/FeatureView/FeatureMetrics/aggregateFeatureMetrics.test.ts b/frontend/src/component/feature/FeatureView/FeatureMetrics/aggregateFeatureMetrics.test.ts
new file mode 100644
index 0000000000..a45735fd94
--- /dev/null
+++ b/frontend/src/component/feature/FeatureView/FeatureMetrics/aggregateFeatureMetrics.test.ts
@@ -0,0 +1,76 @@
+import { IFeatureMetricsRaw } from 'interfaces/featureToggle';
+import { aggregateFeatureMetrics } from './aggregateFeatureMetrics';
+
+describe('aggregateFeatureMetrics', () => {
+    it('should aggregate yes and no values for identical timestamps', () => {
+        const data: IFeatureMetricsRaw[] = [
+            {
+                featureName: 'Feature1',
+                appName: 'App1',
+                environment: 'dev',
+                timestamp: '2024-01-12T08:00:00.000Z',
+                yes: 10,
+                no: 5,
+                variants: { a: 1, b: 2 },
+            },
+            {
+                featureName: 'Feature1',
+                appName: 'App1',
+                environment: 'dev',
+                timestamp: '2024-01-12T08:00:00.000Z',
+                yes: 15,
+                no: 10,
+                variants: { a: 2, b: 1 },
+            },
+        ];
+
+        const result = aggregateFeatureMetrics(data);
+        expect(result).toEqual([
+            {
+                featureName: 'Feature1',
+                appName: 'App1',
+                environment: 'dev',
+                timestamp: '2024-01-12T08:00:00.000Z',
+                yes: 25,
+                no: 15,
+                variants: { a: 3, b: 3 },
+            },
+        ]);
+    });
+
+    it('should handle undefined variants correctly', () => {
+        const data: IFeatureMetricsRaw[] = [
+            {
+                featureName: 'Feature2',
+                appName: 'App2',
+                environment: 'test',
+                timestamp: '2024-01-13T09:00:00.000Z',
+                yes: 20,
+                no: 10,
+                variants: undefined,
+            },
+            {
+                featureName: 'Feature2',
+                appName: 'App2',
+                environment: 'test',
+                timestamp: '2024-01-13T09:00:00.000Z',
+                yes: 30,
+                no: 15,
+                variants: undefined,
+            },
+        ];
+
+        const result = aggregateFeatureMetrics(data);
+        expect(result).toEqual([
+            {
+                featureName: 'Feature2',
+                appName: 'App2',
+                environment: 'test',
+                timestamp: '2024-01-13T09:00:00.000Z',
+                yes: 50,
+                no: 25,
+                variants: undefined,
+            },
+        ]);
+    });
+});
diff --git a/frontend/src/component/feature/FeatureView/FeatureMetrics/aggregateFeatureMetrics.ts b/frontend/src/component/feature/FeatureView/FeatureMetrics/aggregateFeatureMetrics.ts
new file mode 100644
index 0000000000..6ea7079f08
--- /dev/null
+++ b/frontend/src/component/feature/FeatureView/FeatureMetrics/aggregateFeatureMetrics.ts
@@ -0,0 +1,35 @@
+import { IFeatureMetricsRaw } from 'interfaces/featureToggle';
+
+// multiple applications may have metrics for the same timestamp
+export const aggregateFeatureMetrics = (
+    metrics: IFeatureMetricsRaw[],
+): IFeatureMetricsRaw[] => {
+    const resultMap = new Map<string, IFeatureMetricsRaw>();
+
+    metrics.forEach((obj) => {
+        let aggregated = resultMap.get(obj.timestamp);
+        if (!aggregated) {
+            aggregated = { ...obj, yes: 0, no: 0, variants: {} };
+            resultMap.set(obj.timestamp, aggregated);
+        }
+
+        aggregated.yes += obj.yes;
+        aggregated.no += obj.no;
+
+        if (obj.variants) {
+            aggregated.variants = aggregated.variants || {};
+            for (const [key, value] of Object.entries(obj.variants)) {
+                aggregated.variants[key] =
+                    (aggregated.variants[key] || 0) + value;
+            }
+        }
+    });
+
+    return Array.from(resultMap.values()).map((item) => ({
+        ...item,
+        variants:
+            item.variants && Object.keys(item.variants).length === 0
+                ? undefined
+                : item.variants,
+    }));
+};
diff --git a/frontend/src/component/feature/FeatureView/FeatureMetrics/daysOrHours.ts b/frontend/src/component/feature/FeatureView/FeatureMetrics/daysOrHours.ts
index 9c318f5d10..80837649cb 100644
--- a/frontend/src/component/feature/FeatureView/FeatureMetrics/daysOrHours.ts
+++ b/frontend/src/component/feature/FeatureView/FeatureMetrics/daysOrHours.ts
@@ -1,6 +1,6 @@
 export const daysOrHours = (hoursBack: number): string => {
     if (hoursBack > 48) {
-        return `${Math.floor(hoursBack / 24)} days`;
+        return `${Math.floor(hoursBack / 24)} days (UTC)`;
     }
-    return `${hoursBack} hours`;
+    return `${hoursBack} hours (local time)`;
 };
diff --git a/frontend/src/interfaces/featureToggle.ts b/frontend/src/interfaces/featureToggle.ts
index 10efd23c53..059b730c67 100644
--- a/frontend/src/interfaces/featureToggle.ts
+++ b/frontend/src/interfaces/featureToggle.ts
@@ -107,5 +107,5 @@ export interface IFeatureMetricsRaw {
     timestamp: string;
     yes: number;
     no: number;
-    variants: Record<string, number>;
+    variants?: Record<string, number>;
 }