diff --git a/x-pack/plugins/infra/server/routes/metadata/index.ts b/x-pack/plugins/infra/server/routes/metadata/index.ts
index b2664d5a6d9f..ee71167b5a1c 100644
--- a/x-pack/plugins/infra/server/routes/metadata/index.ts
+++ b/x-pack/plugins/infra/server/routes/metadata/index.ts
@@ -58,7 +58,14 @@ export const initMetadataRoute = (libs: InfraBackendLibs) => {
           nameToFeature('metrics')
         );
 
-        const info = await getNodeInfo(framework, requestContext, configuration, nodeId, nodeType);
+        const info = await getNodeInfo(
+          framework,
+          requestContext,
+          configuration,
+          nodeId,
+          nodeType,
+          timeRange
+        );
         const cloudInstanceId = get(info, 'cloud.instance.id');
 
         const cloudMetricsMetadata = cloudInstanceId
diff --git a/x-pack/plugins/infra/server/routes/metadata/lib/get_node_info.ts b/x-pack/plugins/infra/server/routes/metadata/lib/get_node_info.ts
index d0f0bd18b5d5..f1341c7ec810 100644
--- a/x-pack/plugins/infra/server/routes/metadata/lib/get_node_info.ts
+++ b/x-pack/plugins/infra/server/routes/metadata/lib/get_node_info.ts
@@ -20,7 +20,8 @@ export const getNodeInfo = async (
   requestContext: RequestHandlerContext,
   sourceConfiguration: InfraSourceConfiguration,
   nodeId: string,
-  nodeType: InventoryItemType
+  nodeType: InventoryItemType,
+  timeRange: { from: number; to: number }
 ): Promise<InfraMetadataInfo> => {
   // If the nodeType is a Kubernetes pod then we need to get the node info
   // from a host record instead of a pod. This is due to the fact that any host
@@ -33,7 +34,8 @@ export const getNodeInfo = async (
       requestContext,
       sourceConfiguration,
       nodeId,
-      nodeType
+      nodeType,
+      timeRange
     );
     if (kubernetesNodeName) {
       return getNodeInfo(
@@ -41,12 +43,14 @@ export const getNodeInfo = async (
         requestContext,
         sourceConfiguration,
         kubernetesNodeName,
-        'host'
+        'host',
+        timeRange
       );
     }
     return {};
   }
   const fields = findInventoryFields(nodeType, sourceConfiguration.fields);
+  const timestampField = sourceConfiguration.fields.timestamp;
   const params = {
     allowNoIndices: true,
     ignoreUnavailable: true,
@@ -55,9 +59,21 @@ export const getNodeInfo = async (
     body: {
       size: 1,
       _source: ['host.*', 'cloud.*'],
+      sort: [{ [timestampField]: 'desc' }],
       query: {
         bool: {
-          filter: [{ match: { [fields.id]: nodeId } }],
+          filter: [
+            { match: { [fields.id]: nodeId } },
+            {
+              range: {
+                [timestampField]: {
+                  gte: timeRange.from,
+                  lte: timeRange.to,
+                  format: 'epoch_millis',
+                },
+              },
+            },
+          ],
         },
       },
     },
diff --git a/x-pack/plugins/infra/server/routes/metadata/lib/get_pod_node_name.ts b/x-pack/plugins/infra/server/routes/metadata/lib/get_pod_node_name.ts
index be6e29a794d0..b4656178d395 100644
--- a/x-pack/plugins/infra/server/routes/metadata/lib/get_pod_node_name.ts
+++ b/x-pack/plugins/infra/server/routes/metadata/lib/get_pod_node_name.ts
@@ -15,9 +15,11 @@ export const getPodNodeName = async (
   requestContext: RequestHandlerContext,
   sourceConfiguration: InfraSourceConfiguration,
   nodeId: string,
-  nodeType: 'host' | 'pod' | 'container'
+  nodeType: 'host' | 'pod' | 'container',
+  timeRange: { from: number; to: number }
 ): Promise<string | undefined> => {
   const fields = findInventoryFields(nodeType, sourceConfiguration.fields);
+  const timestampField = sourceConfiguration.fields.timestamp;
   const params = {
     allowNoIndices: true,
     ignoreUnavailable: true,
@@ -26,11 +28,21 @@ export const getPodNodeName = async (
     body: {
       size: 1,
       _source: ['kubernetes.node.name'],
+      sort: [{ [timestampField]: 'desc' }],
       query: {
         bool: {
           filter: [
             { match: { [fields.id]: nodeId } },
             { exists: { field: `kubernetes.node.name` } },
+            {
+              range: {
+                [timestampField]: {
+                  gte: timeRange.from,
+                  lte: timeRange.to,
+                  format: 'epoch_millis',
+                },
+              },
+            },
           ],
         },
       },