diff --git a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/query_performance/index.ts b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/query_performance/index.ts
new file mode 100644
index 0000000000000..0bd18ea640850
--- /dev/null
+++ b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/query_performance/index.ts
@@ -0,0 +1,8 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+export { QueryPerformance } from './query_performance';
diff --git a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/query_performance/query_performance.test.tsx b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/query_performance/query_performance.test.tsx
new file mode 100644
index 0000000000000..0c62b783a47ff
--- /dev/null
+++ b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/query_performance/query_performance.test.tsx
@@ -0,0 +1,59 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+import { setMockValues } from '../../../../__mocks__/kea.mock';
+
+import React from 'react';
+
+import { shallow } from 'enzyme';
+
+import { EuiBadge } from '@elastic/eui';
+
+import { QueryPerformance } from './query_performance';
+
+describe('QueryPerformance', () => {
+  const values = {
+    queryPerformanceScore: 1,
+  };
+
+  beforeEach(() => {
+    jest.clearAllMocks();
+    setMockValues(values);
+  });
+
+  it('renders as green with the text "optimal" for a performance score of less than 6', () => {
+    const wrapper = shallow(<QueryPerformance />);
+    expect(wrapper.find(EuiBadge).prop('color')).toEqual('#59deb4');
+    expect(wrapper.find(EuiBadge).children().text()).toEqual('Query performance: optimal');
+  });
+
+  it('renders as blue with the text "good" for a performance score of less than 11', () => {
+    setMockValues({
+      queryPerformanceScore: 10,
+    });
+    const wrapper = shallow(<QueryPerformance />);
+    expect(wrapper.find(EuiBadge).prop('color')).toEqual('#40bfff');
+    expect(wrapper.find(EuiBadge).children().text()).toEqual('Query performance: good');
+  });
+
+  it('renders as yellow with the text "standard" for a performance score of less than 21', () => {
+    setMockValues({
+      queryPerformanceScore: 20,
+    });
+    const wrapper = shallow(<QueryPerformance />);
+    expect(wrapper.find(EuiBadge).prop('color')).toEqual('#fed566');
+    expect(wrapper.find(EuiBadge).children().text()).toEqual('Query performance: standard');
+  });
+
+  it('renders as red with the text "delayed" for a performance score of 21 or more', () => {
+    setMockValues({
+      queryPerformanceScore: 100,
+    });
+    const wrapper = shallow(<QueryPerformance />);
+    expect(wrapper.find(EuiBadge).prop('color')).toEqual('#ff9173');
+    expect(wrapper.find(EuiBadge).children().text()).toEqual('Query performance: delayed');
+  });
+});
diff --git a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/query_performance/query_performance.tsx b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/query_performance/query_performance.tsx
new file mode 100644
index 0000000000000..e3dfddc35d88c
--- /dev/null
+++ b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/query_performance/query_performance.tsx
@@ -0,0 +1,87 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+import React from 'react';
+
+import { useValues } from 'kea';
+
+import { EuiBadge } from '@elastic/eui';
+import { i18n } from '@kbn/i18n';
+
+import { ResultSettingsLogic } from '../result_settings_logic';
+
+enum QueryPerformanceRating {
+  Optimal = 'Optimal',
+  Good = 'Good',
+  Standard = 'Standard',
+  Delayed = 'Delayed',
+}
+
+const QUERY_PERFORMANCE_LABEL = (performanceValue: string) =>
+  i18n.translate('xpack.enterpriseSearch.appSearch.engine.resultSettings.queryPerformanceLabel', {
+    defaultMessage: 'Query performance: {performanceValue}',
+    values: {
+      performanceValue,
+    },
+  });
+
+const QUERY_PERFORMANCE_OPTIMAL = i18n.translate(
+  'xpack.enterpriseSearch.appSearch.engine.resultSettings.queryPerformance.optimalValue',
+  { defaultMessage: 'optimal' }
+);
+
+const QUERY_PERFORMANCE_GOOD = i18n.translate(
+  'xpack.enterpriseSearch.appSearch.engine.resultSettings.queryPerformance.goodValue',
+  { defaultMessage: 'good' }
+);
+
+const QUERY_PERFORMANCE_STANDARD = i18n.translate(
+  'xpack.enterpriseSearch.appSearch.engine.resultSettings.queryPerformance.standardValue',
+  { defaultMessage: 'standard' }
+);
+
+const QUERY_PERFORMANCE_DELAYED = i18n.translate(
+  'xpack.enterpriseSearch.appSearch.engine.resultSettings.queryPerformance.delayedValue',
+  { defaultMessage: 'delayed' }
+);
+
+const badgeText: Record<QueryPerformanceRating, string> = {
+  [QueryPerformanceRating.Optimal]: QUERY_PERFORMANCE_LABEL(QUERY_PERFORMANCE_OPTIMAL),
+  [QueryPerformanceRating.Good]: QUERY_PERFORMANCE_LABEL(QUERY_PERFORMANCE_GOOD),
+  [QueryPerformanceRating.Standard]: QUERY_PERFORMANCE_LABEL(QUERY_PERFORMANCE_STANDARD),
+  [QueryPerformanceRating.Delayed]: QUERY_PERFORMANCE_LABEL(QUERY_PERFORMANCE_DELAYED),
+};
+
+const badgeColors: Record<QueryPerformanceRating, string> = {
+  [QueryPerformanceRating.Optimal]: '#59deb4',
+  [QueryPerformanceRating.Good]: '#40bfff',
+  [QueryPerformanceRating.Standard]: '#fed566',
+  [QueryPerformanceRating.Delayed]: '#ff9173',
+};
+
+const getPerformanceRating = (score: number) => {
+  switch (true) {
+    case score < 6:
+      return QueryPerformanceRating.Optimal;
+    case score < 11:
+      return QueryPerformanceRating.Good;
+    case score < 21:
+      return QueryPerformanceRating.Standard;
+    default:
+      return QueryPerformanceRating.Delayed;
+  }
+};
+
+export const QueryPerformance: React.FC = () => {
+  const { queryPerformanceScore } = useValues(ResultSettingsLogic);
+  const performanceRating = getPerformanceRating(queryPerformanceScore);
+  return (
+    <EuiBadge role="region" aria-live="polite" color={badgeColors[performanceRating]}>
+      {badgeText[performanceRating]}
+    </EuiBadge>
+  );
+};
diff --git a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings.test.tsx b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings.test.tsx
index 3388894c230a0..9eda1362e04fc 100644
--- a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings.test.tsx
+++ b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings.test.tsx
@@ -7,7 +7,7 @@
 
 import '../../../__mocks__/shallow_useeffect.mock';
 
-import { setMockActions } from '../../../__mocks__';
+import { setMockValues, setMockActions } from '../../../__mocks__';
 
 import React from 'react';
 
@@ -15,12 +15,19 @@ import { shallow } from 'enzyme';
 
 import { ResultSettings } from './result_settings';
 import { ResultSettingsTable } from './result_settings_table';
+import { SampleResponse } from './sample_response';
 
 describe('RelevanceTuning', () => {
+  const values = {
+    dataLoading: false,
+  };
+
   const actions = {
     initializeResultSettingsData: jest.fn(),
   };
+
   beforeEach(() => {
+    setMockValues(values);
     setMockActions(actions);
     jest.clearAllMocks();
   });
@@ -28,10 +35,20 @@ describe('RelevanceTuning', () => {
   it('renders', () => {
     const wrapper = shallow(<ResultSettings engineBreadcrumb={['test']} />);
     expect(wrapper.find(ResultSettingsTable).exists()).toBe(true);
+    expect(wrapper.find(SampleResponse).exists()).toBe(true);
   });
 
   it('initializes result settings data when mounted', () => {
     shallow(<ResultSettings engineBreadcrumb={['test']} />);
     expect(actions.initializeResultSettingsData).toHaveBeenCalled();
   });
+
+  it('renders a loading screen if data has not loaded yet', () => {
+    setMockValues({
+      dataLoading: true,
+    });
+    const wrapper = shallow(<ResultSettings engineBreadcrumb={['test']} />);
+    expect(wrapper.find(ResultSettingsTable).exists()).toBe(false);
+    expect(wrapper.find(SampleResponse).exists()).toBe(false);
+  });
 });
diff --git a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings.tsx b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings.tsx
index 7f4373835f8d5..336f3f663119f 100644
--- a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings.tsx
+++ b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings.tsx
@@ -7,13 +7,15 @@
 
 import React, { useEffect } from 'react';
 
-import { useActions } from 'kea';
+import { useActions, useValues } from 'kea';
 
 import { EuiPageHeader, EuiFlexGroup, EuiFlexItem } from '@elastic/eui';
 
 import { FlashMessages } from '../../../shared/flash_messages';
 import { SetAppSearchChrome as SetPageChrome } from '../../../shared/kibana_chrome';
 
+import { Loading } from '../../../shared/loading';
+
 import { RESULT_SETTINGS_TITLE } from './constants';
 import { ResultSettingsTable } from './result_settings_table';
 
@@ -26,12 +28,15 @@ interface Props {
 }
 
 export const ResultSettings: React.FC<Props> = ({ engineBreadcrumb }) => {
+  const { dataLoading } = useValues(ResultSettingsLogic);
   const { initializeResultSettingsData } = useActions(ResultSettingsLogic);
 
   useEffect(() => {
     initializeResultSettingsData();
   }, []);
 
+  if (dataLoading) return <Loading />;
+
   return (
     <>
       <SetPageChrome trail={[...engineBreadcrumb, RESULT_SETTINGS_TITLE]} />
diff --git a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings_logic.test.ts b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings_logic.test.ts
index e7bb065b596c3..a9c161b2bb5be 100644
--- a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings_logic.test.ts
+++ b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings_logic.test.ts
@@ -40,6 +40,7 @@ describe('ResultSettingsLogic', () => {
     stagedUpdates: false,
     nonTextResultFields: {},
     textResultFields: {},
+    queryPerformanceScore: 0,
   };
 
   // Values without selectors
@@ -487,6 +488,76 @@ describe('ResultSettingsLogic', () => {
         });
       });
     });
+
+    describe('queryPerformanceScore', () => {
+      describe('returns a score for the current query performance based on the result settings', () => {
+        it('considers a text value with raw set (but no size) as worth 1.5', () => {
+          mount({
+            resultFields: { foo: { raw: true } },
+            schema: { foo: 'text' as SchemaTypes },
+          });
+          expect(ResultSettingsLogic.values.queryPerformanceScore).toEqual(1.5);
+        });
+
+        it('considers a text value with raw set and a size over 250 as also worth 1.5', () => {
+          mount({
+            resultFields: { foo: { raw: true, rawSize: 251 } },
+            schema: { foo: 'text' as SchemaTypes },
+          });
+          expect(ResultSettingsLogic.values.queryPerformanceScore).toEqual(1.5);
+        });
+
+        it('considers a text value with raw set and a size less than or equal to 250 as worth 1', () => {
+          mount({
+            resultFields: { foo: { raw: true, rawSize: 250 } },
+            schema: { foo: 'text' as SchemaTypes },
+          });
+          expect(ResultSettingsLogic.values.queryPerformanceScore).toEqual(1);
+        });
+
+        it('considers a text value with a snippet set as worth 2', () => {
+          mount({
+            resultFields: { foo: { snippet: true, snippetSize: 50, snippetFallback: true } },
+            schema: { foo: 'text' as SchemaTypes },
+          });
+          expect(ResultSettingsLogic.values.queryPerformanceScore).toEqual(2);
+        });
+
+        it('will sum raw and snippet values if both are set', () => {
+          mount({
+            resultFields: { foo: { snippet: true, raw: true } },
+            schema: { foo: 'text' as SchemaTypes },
+          });
+          // 1.5 (raw) + 2 (snippet) = 3.5
+          expect(ResultSettingsLogic.values.queryPerformanceScore).toEqual(3.5);
+        });
+
+        it('considers a non-text value with raw set as 0.2', () => {
+          mount({
+            resultFields: { foo: { raw: true } },
+            schema: { foo: 'number' as SchemaTypes },
+          });
+          expect(ResultSettingsLogic.values.queryPerformanceScore).toEqual(0.2);
+        });
+
+        it('can sum variations of all the prior', () => {
+          mount({
+            resultFields: {
+              foo: { raw: true },
+              bar: { raw: true, snippet: true },
+              baz: { raw: true },
+            },
+            schema: {
+              foo: 'text' as SchemaTypes,
+              bar: 'text' as SchemaTypes,
+              baz: 'number' as SchemaTypes,
+            },
+          });
+          // 1.5 (foo) + 3.5 (bar) + baz (.2) = 5.2
+          expect(ResultSettingsLogic.values.queryPerformanceScore).toEqual(5.2);
+        });
+      });
+    });
   });
 
   describe('listeners', () => {
diff --git a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings_logic.ts b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings_logic.ts
index 22f4c44f8b543..c345ae7e02e8d 100644
--- a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings_logic.ts
+++ b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/result_settings_logic.ts
@@ -71,18 +71,19 @@ interface ResultSettingsValues {
   dataLoading: boolean;
   saving: boolean;
   openModal: OpenModal;
-  nonTextResultFields: FieldResultSettingObject;
-  textResultFields: FieldResultSettingObject;
   resultFields: FieldResultSettingObject;
-  serverResultFields: ServerFieldResultSettingObject;
   lastSavedResultFields: FieldResultSettingObject;
   schema: Schema;
   schemaConflicts: SchemaConflicts;
   // Selectors
+  textResultFields: FieldResultSettingObject;
+  nonTextResultFields: FieldResultSettingObject;
+  serverResultFields: ServerFieldResultSettingObject;
   resultFieldsAtDefaultSettings: boolean;
   resultFieldsEmpty: boolean;
   stagedUpdates: true;
   reducedServerResultFields: ServerFieldResultSettingObject;
+  queryPerformanceScore: number;
 }
 
 export const ResultSettingsLogic = kea<MakeLogicType<ResultSettingsValues, ResultSettingsActions>>({
@@ -221,6 +222,31 @@ export const ResultSettingsLogic = kea<MakeLogicType<ResultSettingsValues, Resul
           {}
         ),
     ],
+    queryPerformanceScore: [
+      () => [selectors.serverResultFields, selectors.schema],
+      (serverResultFields: ServerFieldResultSettingObject, schema: Schema) => {
+        return Object.entries(serverResultFields).reduce((acc, [fieldName, resultField]) => {
+          let newAcc = acc;
+          if (resultField.raw) {
+            if (schema[fieldName] !== 'text') {
+              newAcc += 0.2;
+            } else if (
+              typeof resultField.raw === 'object' &&
+              resultField.raw.size &&
+              resultField.raw.size <= 250
+            ) {
+              newAcc += 1.0;
+            } else {
+              newAcc += 1.5;
+            }
+          }
+          if (resultField.snippet) {
+            newAcc += 2.0;
+          }
+          return newAcc;
+        }, 0);
+      },
+    ],
   }),
   listeners: ({ actions, values }) => ({
     clearRawSizeForField: ({ fieldName }) => {
diff --git a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/sample_response/sample_response.tsx b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/sample_response/sample_response.tsx
index ae91b9648356c..2d0cced3730ba 100644
--- a/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/sample_response/sample_response.tsx
+++ b/x-pack/plugins/enterprise_search/public/applications/app_search/components/result_settings/sample_response/sample_response.tsx
@@ -20,6 +20,7 @@ import {
 } from '@elastic/eui';
 import { i18n } from '@kbn/i18n';
 
+import { QueryPerformance } from '../query_performance';
 import { ResultSettingsLogic } from '../result_settings_logic';
 
 import { SampleResponseLogic } from './sample_response_logic';
@@ -48,7 +49,7 @@ export const SampleResponse: React.FC = () => {
           </EuiTitle>
         </EuiFlexItem>
         <EuiFlexItem grow={false}>
-          {/* TODO <QueryPerformance queryPerformanceRating={queryPerformanceRating} /> */}
+          <QueryPerformance />
         </EuiFlexItem>
       </EuiFlexGroup>
       <EuiSpacer />