diff --git a/x-pack/plugins/observability_solution/infra/public/components/logging/log_analysis_setup/missing_results_privileges_prompt.tsx b/x-pack/plugins/observability_solution/infra/public/components/logging/log_analysis_setup/missing_results_privileges_prompt.tsx
index 97eeeabe8721b..dce819ffb0930 100644
--- a/x-pack/plugins/observability_solution/infra/public/components/logging/log_analysis_setup/missing_results_privileges_prompt.tsx
+++ b/x-pack/plugins/observability_solution/infra/public/components/logging/log_analysis_setup/missing_results_privileges_prompt.tsx
@@ -16,6 +16,7 @@ import { UserManagementLink } from './user_management_link';
 
 export const MissingResultsPrivilegesPrompt: React.FunctionComponent = () => (
   <EmptyPrompt
+    data-test-subj="logsMissingMLReadPrivileges"
     title={<h2>{missingMlPrivilegesTitle}</h2>}
     body={<p>{missingMlResultsPrivilegesDescription}</p>}
     actions={<UserManagementLink />}
diff --git a/x-pack/plugins/observability_solution/infra/public/components/logging/log_analysis_setup/missing_setup_privileges_prompt.tsx b/x-pack/plugins/observability_solution/infra/public/components/logging/log_analysis_setup/missing_setup_privileges_prompt.tsx
index f959c5035d1a4..4e2a360b55ceb 100644
--- a/x-pack/plugins/observability_solution/infra/public/components/logging/log_analysis_setup/missing_setup_privileges_prompt.tsx
+++ b/x-pack/plugins/observability_solution/infra/public/components/logging/log_analysis_setup/missing_setup_privileges_prompt.tsx
@@ -16,6 +16,7 @@ import { UserManagementLink } from './user_management_link';
 
 export const MissingSetupPrivilegesPrompt: React.FunctionComponent = () => (
   <EmptyPrompt
+    data-test-subj="logsMissingMLAllPrivileges"
     title={<h2>{missingMlPrivilegesTitle}</h2>}
     body={<p>{missingMlSetupPrivilegesDescription}</p>}
     actions={<UserManagementLink />}
diff --git a/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_categories/page.tsx b/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_categories/page.tsx
index f5b1e89c69e0b..650a5b119d755 100644
--- a/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_categories/page.tsx
+++ b/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_categories/page.tsx
@@ -7,8 +7,11 @@
 
 import { EuiErrorBoundary } from '@elastic/eui';
 import React from 'react';
+import { MissingResultsPrivilegesPrompt } from '../../../components/logging/log_analysis_setup';
+import { useLogAnalysisCapabilitiesContext } from '../../../containers/logs/log_analysis';
+import { SubscriptionSplashPage } from '../../../components/subscription_splash_content';
 import { useLogsBreadcrumbs } from '../../../hooks/use_logs_breadcrumbs';
-import { LogEntryCategoriesPageContent } from './page_content';
+import { CategoriesPageTemplate, LogEntryCategoriesPageContent } from './page_content';
 import { LogEntryCategoriesPageProviders } from './page_providers';
 import { logCategoriesTitle } from '../../../translations';
 import { LogMlJobIdFormatsShimProvider } from '../shared/use_log_ml_job_id_formats_shim';
@@ -20,6 +23,28 @@ export const LogEntryCategoriesPage = () => {
     },
   ]);
 
+  const { hasLogAnalysisReadCapabilities, hasLogAnalysisCapabilites } =
+    useLogAnalysisCapabilitiesContext();
+
+  if (!hasLogAnalysisCapabilites) {
+    return (
+      <SubscriptionSplashPage
+        data-test-subj="logsLogEntryCategoriesPage"
+        pageHeader={{
+          pageTitle: logCategoriesTitle,
+        }}
+      />
+    );
+  }
+
+  if (!hasLogAnalysisReadCapabilities) {
+    return (
+      <CategoriesPageTemplate isEmptyState={true}>
+        <MissingResultsPrivilegesPrompt />
+      </CategoriesPageTemplate>
+    );
+  }
+
   return (
     <EuiErrorBoundary>
       <LogMlJobIdFormatsShimProvider>
diff --git a/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_categories/page_content.tsx b/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_categories/page_content.tsx
index c58ffc5f36e84..8059cdcb093e2 100644
--- a/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_categories/page_content.tsx
+++ b/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_categories/page_content.tsx
@@ -13,14 +13,12 @@ import { isJobStatusWithResults, logEntryCategoriesJobType } from '../../../../c
 import { LoadingPage } from '../../../components/loading_page';
 import {
   LogAnalysisSetupStatusUnknownPrompt,
-  MissingResultsPrivilegesPrompt,
   MissingSetupPrivilegesPrompt,
 } from '../../../components/logging/log_analysis_setup';
 import {
   LogAnalysisSetupFlyout,
   useLogAnalysisSetupFlyoutStateContext,
 } from '../../../components/logging/log_analysis_setup/setup_flyout';
-import { SubscriptionSplashPage } from '../../../components/subscription_splash_content';
 import { useLogAnalysisCapabilitiesContext } from '../../../containers/logs/log_analysis';
 import { useLogEntryCategoriesModuleContext } from '../../../containers/logs/log_analysis/modules/log_entry_categories';
 import { LogsPageTemplate } from '../shared/page_template';
@@ -33,11 +31,8 @@ const logCategoriesTitle = i18n.translate('xpack.infra.logs.logCategoriesTitle',
 });
 
 export const LogEntryCategoriesPageContent = () => {
-  const {
-    hasLogAnalysisCapabilites,
-    hasLogAnalysisReadCapabilities,
-    hasLogAnalysisSetupCapabilities,
-  } = useLogAnalysisCapabilitiesContext();
+  const { hasLogAnalysisReadCapabilities, hasLogAnalysisSetupCapabilities } =
+    useLogAnalysisCapabilitiesContext();
 
   const { fetchJobStatus, setupStatus, jobStatus } = useLogEntryCategoriesModuleContext();
 
@@ -55,22 +50,7 @@ export const LogEntryCategoriesPageContent = () => {
 
   const { idFormats } = useLogMlJobIdFormatsShimContext();
 
-  if (!hasLogAnalysisCapabilites) {
-    return (
-      <SubscriptionSplashPage
-        data-test-subj="logsLogEntryCategoriesPage"
-        pageHeader={{
-          pageTitle: logCategoriesTitle,
-        }}
-      />
-    );
-  } else if (!hasLogAnalysisReadCapabilities) {
-    return (
-      <CategoriesPageTemplate isEmptyState={true}>
-        <MissingResultsPrivilegesPrompt />
-      </CategoriesPageTemplate>
-    );
-  } else if (setupStatus.type === 'initializing') {
+  if (setupStatus.type === 'initializing') {
     return (
       <LoadingPage
         message={i18n.translate('xpack.infra.logs.logEntryCategories.jobStatusLoadingMessage', {
@@ -115,7 +95,7 @@ export const LogEntryCategoriesPageContent = () => {
 
 const allowedSetupModules = ['logs_ui_categories' as const];
 
-const CategoriesPageTemplate: React.FC<LazyObservabilityPageTemplateProps> = ({
+export const CategoriesPageTemplate: React.FC<LazyObservabilityPageTemplateProps> = ({
   children,
   ...rest
 }) => {
diff --git a/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_rate/page.tsx b/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_rate/page.tsx
index 97841745ae13a..ed46ea9dc2680 100644
--- a/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_rate/page.tsx
+++ b/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_rate/page.tsx
@@ -7,7 +7,10 @@
 
 import { EuiErrorBoundary } from '@elastic/eui';
 import React from 'react';
-import { LogEntryRatePageContent } from './page_content';
+import { SubscriptionSplashPage } from '../../../components/subscription_splash_content';
+import { MissingResultsPrivilegesPrompt } from '../../../components/logging/log_analysis_setup';
+import { useLogAnalysisCapabilitiesContext } from '../../../containers/logs/log_analysis';
+import { AnomaliesPageTemplate, LogEntryRatePageContent } from './page_content';
 import { LogEntryRatePageProviders } from './page_providers';
 import { useLogsBreadcrumbs } from '../../../hooks/use_logs_breadcrumbs';
 import { logsAnomaliesTitle } from '../../../translations';
@@ -19,6 +22,29 @@ export const LogEntryRatePage = () => {
       text: logsAnomaliesTitle,
     },
   ]);
+
+  const { hasLogAnalysisReadCapabilities, hasLogAnalysisCapabilites } =
+    useLogAnalysisCapabilitiesContext();
+
+  if (!hasLogAnalysisCapabilites) {
+    return (
+      <SubscriptionSplashPage
+        data-test-subj="logsLogEntryRatePage"
+        pageHeader={{
+          pageTitle: logsAnomaliesTitle,
+        }}
+      />
+    );
+  }
+
+  if (!hasLogAnalysisReadCapabilities) {
+    return (
+      <AnomaliesPageTemplate isEmptyState={true}>
+        <MissingResultsPrivilegesPrompt />
+      </AnomaliesPageTemplate>
+    );
+  }
+
   return (
     <EuiErrorBoundary>
       <LogMlJobIdFormatsShimProvider>
diff --git a/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_rate/page_content.tsx b/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_rate/page_content.tsx
index 3ac8d7d9137d1..350094b5df6a3 100644
--- a/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_rate/page_content.tsx
+++ b/x-pack/plugins/observability_solution/infra/public/pages/logs/log_entry_rate/page_content.tsx
@@ -18,14 +18,12 @@ import {
 import { LoadingPage } from '../../../components/loading_page';
 import {
   LogAnalysisSetupStatusUnknownPrompt,
-  MissingResultsPrivilegesPrompt,
   MissingSetupPrivilegesPrompt,
 } from '../../../components/logging/log_analysis_setup';
 import {
   LogAnalysisSetupFlyout,
   useLogAnalysisSetupFlyoutStateContext,
 } from '../../../components/logging/log_analysis_setup/setup_flyout';
-import { SubscriptionSplashPage } from '../../../components/subscription_splash_content';
 import { useLogAnalysisCapabilitiesContext } from '../../../containers/logs/log_analysis';
 import { useLogEntryCategoriesModuleContext } from '../../../containers/logs/log_analysis/modules/log_entry_categories';
 import { useLogEntryRateModuleContext } from '../../../containers/logs/log_analysis/modules/log_entry_rate';
@@ -41,11 +39,8 @@ const logsAnomaliesTitle = i18n.translate('xpack.infra.logs.anomaliesPageTitle',
 });
 
 export const LogEntryRatePageContent = memo(() => {
-  const {
-    hasLogAnalysisCapabilites,
-    hasLogAnalysisReadCapabilities,
-    hasLogAnalysisSetupCapabilities,
-  } = useLogAnalysisCapabilitiesContext();
+  const { hasLogAnalysisReadCapabilities, hasLogAnalysisSetupCapabilities } =
+    useLogAnalysisCapabilitiesContext();
 
   const {
     fetchJobStatus: fetchLogEntryCategoriesJobStatus,
@@ -96,22 +91,7 @@ export const LogEntryRatePageContent = memo(() => {
 
   const { idFormats } = useLogMlJobIdFormatsShimContext();
 
-  if (!hasLogAnalysisCapabilites) {
-    return (
-      <SubscriptionSplashPage
-        data-test-subj="logsLogEntryRatePage"
-        pageHeader={{
-          pageTitle: logsAnomaliesTitle,
-        }}
-      />
-    );
-  } else if (!hasLogAnalysisReadCapabilities) {
-    return (
-      <AnomaliesPageTemplate isEmptyState={true}>
-        <MissingResultsPrivilegesPrompt />
-      </AnomaliesPageTemplate>
-    );
-  } else if (
+  if (
     logEntryCategoriesSetupStatus.type === 'initializing' ||
     logEntryRateSetupStatus.type === 'initializing'
   ) {
@@ -159,7 +139,7 @@ export const LogEntryRatePageContent = memo(() => {
   }
 });
 
-const AnomaliesPageTemplate: React.FC<LazyObservabilityPageTemplateProps> = ({
+export const AnomaliesPageTemplate: React.FC<LazyObservabilityPageTemplateProps> = ({
   children,
   ...rest
 }) => {
diff --git a/x-pack/test/functional/apps/infra/logs/log_entry_categories_tab.ts b/x-pack/test/functional/apps/infra/logs/log_entry_categories_tab.ts
index 33396497fc83c..0d4a5440ebd58 100644
--- a/x-pack/test/functional/apps/infra/logs/log_entry_categories_tab.ts
+++ b/x-pack/test/functional/apps/infra/logs/log_entry_categories_tab.ts
@@ -9,14 +9,54 @@ import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 
-export default ({ getService }: FtrProviderContext) => {
+export default ({ getPageObjects, getService }: FtrProviderContext) => {
+  const PageObjects = getPageObjects(['security']);
   const esArchiver = getService('esArchiver');
   const logsUi = getService('logsUi');
   const retry = getService('retry');
+  const security = getService('security');
 
   describe('Log Entry Categories Tab', function () {
     this.tags('includeFirefox');
 
+    const loginWithMLPrivileges = async (privileges: Record<string, string[]>) => {
+      await security.role.create('global_logs_role', {
+        elasticsearch: {
+          cluster: ['all'],
+          indices: [{ names: ['*'], privileges: ['read', 'view_index_metadata'] }],
+        },
+        kibana: [
+          {
+            feature: {
+              logs: ['read'],
+              ...privileges,
+            },
+            spaces: ['*'],
+          },
+        ],
+      });
+
+      await security.user.create('global_logs_read_user', {
+        password: 'global_logs_read_user-password',
+        roles: ['global_logs_role'],
+        full_name: 'logs test user',
+      });
+
+      await PageObjects.security.forceLogout();
+
+      await PageObjects.security.login('global_logs_read_user', 'global_logs_read_user-password', {
+        expectSpaceSelector: false,
+      });
+    };
+
+    const logoutAndDeleteUser = async () => {
+      await PageObjects.security.forceLogout();
+      await Promise.all([
+        security.role.delete('global_logs_role'),
+        security.user.delete('global_logs_read_user'),
+      ]);
+    };
+
     describe('with a trial license', () => {
       it('Shows no data page when indices do not exist', async () => {
         await logsUi.logEntryCategoriesPage.navigateTo();
@@ -26,14 +66,42 @@ export default ({ getService }: FtrProviderContext) => {
         });
       });
 
-      it('shows setup page when indices exist', async () => {
-        await esArchiver.load('x-pack/test/functional/es_archives/infra/simple_logs');
-        await logsUi.logEntryCategoriesPage.navigateTo();
+      describe('when indices exists', () => {
+        before(async () => {
+          await esArchiver.load('x-pack/test/functional/es_archives/infra/metrics_and_logs');
+        });
 
-        await retry.try(async () => {
-          expect(await logsUi.logEntryCategoriesPage.getSetupScreen()).to.be.ok();
+        after(async () => {
+          await esArchiver.unload('x-pack/test/functional/es_archives/infra/metrics_and_logs');
+        });
+
+        it('shows setup page when indices exist', async () => {
+          await logsUi.logEntryCategoriesPage.navigateTo();
+
+          await retry.try(async () => {
+            expect(await logsUi.logEntryCategoriesPage.getSetupScreen()).to.be.ok();
+          });
+        });
+
+        it('shows required ml read privileges prompt when the user has not any ml privileges', async () => {
+          await loginWithMLPrivileges({});
+          await logsUi.logEntryCategoriesPage.navigateTo();
+
+          await retry.try(async () => {
+            expect(await logsUi.logEntryCategoriesPage.getNoMlReadPrivilegesPrompt()).to.be.ok();
+          });
+          await logoutAndDeleteUser();
+        });
+
+        it('shows required ml all privileges prompt when the user has only ml read privileges', async () => {
+          await loginWithMLPrivileges({ ml: ['read'] });
+          await logsUi.logEntryCategoriesPage.navigateTo();
+
+          await retry.try(async () => {
+            expect(await logsUi.logEntryCategoriesPage.getNoMlAllPrivilegesPrompt()).to.be.ok();
+          });
+          await logoutAndDeleteUser();
         });
-        await esArchiver.unload('x-pack/test/functional/es_archives/infra/simple_logs');
       });
     });
   });
diff --git a/x-pack/test/functional/apps/infra/logs/log_entry_rate_tab.ts b/x-pack/test/functional/apps/infra/logs/log_entry_rate_tab.ts
index b2b4b5bcfc0be..35aa6ec6ca4ae 100644
--- a/x-pack/test/functional/apps/infra/logs/log_entry_rate_tab.ts
+++ b/x-pack/test/functional/apps/infra/logs/log_entry_rate_tab.ts
@@ -9,16 +9,56 @@ import expect from '@kbn/expect';
 
 import { FtrProviderContext } from '../../../ftr_provider_context';
 
-export default ({ getService }: FtrProviderContext) => {
+export default ({ getPageObjects, getService }: FtrProviderContext) => {
+  const PageObjects = getPageObjects(['security']);
   const logsUi = getService('logsUi');
   const retry = getService('retry');
   const esArchiver = getService('esArchiver');
+  const security = getService('security');
 
   describe('Log Entry Rate Tab', function () {
     this.tags('includeFirefox');
 
+    const loginWithMLPrivileges = async (privileges: Record<string, string[]>) => {
+      await security.role.create('global_logs_role', {
+        elasticsearch: {
+          cluster: ['all'],
+          indices: [{ names: ['*'], privileges: ['read', 'view_index_metadata'] }],
+        },
+        kibana: [
+          {
+            feature: {
+              logs: ['read'],
+              ...privileges,
+            },
+            spaces: ['*'],
+          },
+        ],
+      });
+
+      await security.user.create('global_logs_read_user', {
+        password: 'global_logs_read_user-password',
+        roles: ['global_logs_role'],
+        full_name: 'logs test user',
+      });
+
+      await PageObjects.security.forceLogout();
+
+      await PageObjects.security.login('global_logs_read_user', 'global_logs_read_user-password', {
+        expectSpaceSelector: false,
+      });
+    };
+
+    const logoutAndDeleteUser = async () => {
+      await PageObjects.security.forceLogout();
+      await Promise.all([
+        security.role.delete('global_logs_role'),
+        security.user.delete('global_logs_read_user'),
+      ]);
+    };
+
     describe('with a trial license', () => {
-      it('Shows no data page when indices do not exist', async () => {
+      it('shows no data page when indices do not exist', async () => {
         await logsUi.logEntryRatePage.navigateTo();
 
         await retry.try(async () => {
@@ -26,14 +66,42 @@ export default ({ getService }: FtrProviderContext) => {
         });
       });
 
-      it('shows setup page when indices exist', async () => {
-        await esArchiver.load('x-pack/test/functional/es_archives/infra/simple_logs');
-        await logsUi.logEntryRatePage.navigateTo();
+      describe('when indices exists', () => {
+        before(async () => {
+          await esArchiver.load('x-pack/test/functional/es_archives/infra/metrics_and_logs');
+        });
 
-        await retry.try(async () => {
-          expect(await logsUi.logEntryRatePage.getSetupScreen()).to.be.ok();
+        after(async () => {
+          await esArchiver.unload('x-pack/test/functional/es_archives/infra/metrics_and_logs');
+        });
+
+        it('shows setup page when indices exist', async () => {
+          await logsUi.logEntryRatePage.navigateTo();
+
+          await retry.try(async () => {
+            expect(await logsUi.logEntryRatePage.getSetupScreen()).to.be.ok();
+          });
+        });
+
+        it('shows required ml read privileges prompt when the user has not any ml privileges', async () => {
+          await loginWithMLPrivileges({});
+          await logsUi.logEntryRatePage.navigateTo();
+
+          await retry.try(async () => {
+            expect(await logsUi.logEntryRatePage.getNoMlReadPrivilegesPrompt()).to.be.ok();
+          });
+          await logoutAndDeleteUser();
+        });
+
+        it('shows required ml all privileges prompt when the user has only ml read privileges', async () => {
+          await loginWithMLPrivileges({ ml: ['read'] });
+          await logsUi.logEntryRatePage.navigateTo();
+
+          await retry.try(async () => {
+            expect(await logsUi.logEntryRatePage.getNoMlAllPrivilegesPrompt()).to.be.ok();
+          });
+          await logoutAndDeleteUser();
         });
-        await esArchiver.unload('x-pack/test/functional/es_archives/infra/simple_logs');
       });
     });
   });
diff --git a/x-pack/test/functional/services/logs_ui/log_entry_categories.ts b/x-pack/test/functional/services/logs_ui/log_entry_categories.ts
index 77098bd918ea6..d270b510bffbd 100644
--- a/x-pack/test/functional/services/logs_ui/log_entry_categories.ts
+++ b/x-pack/test/functional/services/logs_ui/log_entry_categories.ts
@@ -24,5 +24,13 @@ export function LogEntryCategoriesPageProvider({ getPageObjects, getService }: F
     async getSetupScreen(): Promise<WebElementWrapper> {
       return await testSubjects.find('logEntryCategoriesSetupPage');
     },
+
+    getNoMlReadPrivilegesPrompt() {
+      return testSubjects.find('logsMissingMLReadPrivileges');
+    },
+
+    getNoMlAllPrivilegesPrompt() {
+      return testSubjects.find('logsMissingMLAllPrivileges');
+    },
   };
 }
diff --git a/x-pack/test/functional/services/logs_ui/log_entry_rate.ts b/x-pack/test/functional/services/logs_ui/log_entry_rate.ts
index f8a68f6c924e0..9b704db9eb021 100644
--- a/x-pack/test/functional/services/logs_ui/log_entry_rate.ts
+++ b/x-pack/test/functional/services/logs_ui/log_entry_rate.ts
@@ -29,6 +29,14 @@ export function LogEntryRatePageProvider({ getPageObjects, getService }: FtrProv
       return await testSubjects.find('noDataPage');
     },
 
+    getNoMlReadPrivilegesPrompt() {
+      return testSubjects.find('logsMissingMLReadPrivileges');
+    },
+
+    getNoMlAllPrivilegesPrompt() {
+      return testSubjects.find('logsMissingMLAllPrivileges');
+    },
+
     async startJobSetup() {
       await testSubjects.click('infraLogEntryRateSetupContentMlSetupButton');
     },