diff --git a/x-pack/plugins/apm/common/__snapshots__/elasticsearch_fieldnames.test.ts.snap b/x-pack/plugins/apm/common/__snapshots__/elasticsearch_fieldnames.test.ts.snap
index 48ff69d3afcb..6238fbfdaa1a 100644
--- a/x-pack/plugins/apm/common/__snapshots__/elasticsearch_fieldnames.test.ts.snap
+++ b/x-pack/plugins/apm/common/__snapshots__/elasticsearch_fieldnames.test.ts.snap
@@ -34,6 +34,8 @@ exports[`Error ERROR_LOG_MESSAGE 1`] = `undefined`;
 
 exports[`Error ERROR_PAGE_URL 1`] = `undefined`;
 
+exports[`Error EVENT_OUTCOME 1`] = `undefined`;
+
 exports[`Error HOST_NAME 1`] = `"my hostname"`;
 
 exports[`Error HTTP_REQUEST_METHOD 1`] = `undefined`;
@@ -186,6 +188,8 @@ exports[`Span ERROR_LOG_MESSAGE 1`] = `undefined`;
 
 exports[`Span ERROR_PAGE_URL 1`] = `undefined`;
 
+exports[`Span EVENT_OUTCOME 1`] = `undefined`;
+
 exports[`Span HOST_NAME 1`] = `undefined`;
 
 exports[`Span HTTP_REQUEST_METHOD 1`] = `undefined`;
@@ -338,6 +342,8 @@ exports[`Transaction ERROR_LOG_MESSAGE 1`] = `undefined`;
 
 exports[`Transaction ERROR_PAGE_URL 1`] = `undefined`;
 
+exports[`Transaction EVENT_OUTCOME 1`] = `undefined`;
+
 exports[`Transaction HOST_NAME 1`] = `"my hostname"`;
 
 exports[`Transaction HTTP_REQUEST_METHOD 1`] = `"GET"`;
diff --git a/x-pack/plugins/apm/common/elasticsearch_fieldnames.ts b/x-pack/plugins/apm/common/elasticsearch_fieldnames.ts
index f7b838df9ea2..c13169549a56 100644
--- a/x-pack/plugins/apm/common/elasticsearch_fieldnames.ts
+++ b/x-pack/plugins/apm/common/elasticsearch_fieldnames.ts
@@ -45,6 +45,8 @@ export const TRANSACTION_SAMPLED = 'transaction.sampled';
 export const TRANSACTION_BREAKDOWN_COUNT = 'transaction.breakdown.count';
 export const TRANSACTION_PAGE_URL = 'transaction.page.url';
 
+export const EVENT_OUTCOME = 'event.outcome';
+
 export const TRACE_ID = 'trace.id';
 
 export const SPAN_DURATION = 'span.duration.us';
diff --git a/x-pack/plugins/apm/common/event_outcome.ts b/x-pack/plugins/apm/common/event_outcome.ts
new file mode 100644
index 000000000000..5561b27f0aa3
--- /dev/null
+++ b/x-pack/plugins/apm/common/event_outcome.ts
@@ -0,0 +1,11 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+export enum EventOutcome {
+  success = 'success',
+  failure = 'failure',
+  unknown = 'unknown',
+}
diff --git a/x-pack/plugins/apm/server/lib/transaction_groups/get_error_rate.ts b/x-pack/plugins/apm/server/lib/transaction_groups/get_error_rate.ts
index ec2d8144cf3f..f7b7f7216816 100644
--- a/x-pack/plugins/apm/server/lib/transaction_groups/get_error_rate.ts
+++ b/x-pack/plugins/apm/server/lib/transaction_groups/get_error_rate.ts
@@ -4,11 +4,12 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 import { mean } from 'lodash';
+import { EventOutcome } from '../../../common/event_outcome';
 import {
-  HTTP_RESPONSE_STATUS_CODE,
   TRANSACTION_NAME,
   TRANSACTION_TYPE,
   SERVICE_NAME,
+  EVENT_OUTCOME,
 } from '../../../common/elasticsearch_fieldnames';
 import { ProcessorEvent } from '../../../common/processor_event';
 import { rangeFilter } from '../../../common/utils/range_filter';
@@ -42,7 +43,9 @@ export async function getErrorRate({
   const filter = [
     { term: { [SERVICE_NAME]: serviceName } },
     { range: rangeFilter(start, end) },
-    { exists: { field: HTTP_RESPONSE_STATUS_CODE } },
+    {
+      terms: { [EVENT_OUTCOME]: [EventOutcome.failure, EventOutcome.success] },
+    },
     ...transactionNamefilter,
     ...transactionTypefilter,
     ...uiFiltersES,
@@ -65,7 +68,7 @@ export async function getErrorRate({
           },
           aggs: {
             erroneous_transactions: {
-              filter: { range: { [HTTP_RESPONSE_STATUS_CODE]: { gte: 400 } } },
+              filter: { term: { [EVENT_OUTCOME]: EventOutcome.failure } },
             },
           },
         },
diff --git a/x-pack/test/apm_api_integration/basic/fixtures/es_archiver/8.0.0/data.json.gz b/x-pack/test/apm_api_integration/basic/fixtures/es_archiver/8.0.0/data.json.gz
index e9360878b7bb..aaa6232b0579 100644
Binary files a/x-pack/test/apm_api_integration/basic/fixtures/es_archiver/8.0.0/data.json.gz and b/x-pack/test/apm_api_integration/basic/fixtures/es_archiver/8.0.0/data.json.gz differ
diff --git a/x-pack/test/apm_api_integration/basic/tests/settings/agent_configuration.ts b/x-pack/test/apm_api_integration/basic/tests/settings/agent_configuration.ts
index 283540201b9b..27023d16f57c 100644
--- a/x-pack/test/apm_api_integration/basic/tests/settings/agent_configuration.ts
+++ b/x-pack/test/apm_api_integration/basic/tests/settings/agent_configuration.ts
@@ -130,13 +130,24 @@ export default function agentConfigurationTests({ getService }: FtrProviderConte
 
       it('returns all services', async () => {
         const { body } = await getServices();
-        expect(body).to.eql(['ALL_OPTION_VALUE', 'client', 'opbeans-java', 'opbeans-node']);
+        expect(body).to.eql([
+          'ALL_OPTION_VALUE',
+          'client',
+          'opbeans-dotnet',
+          'opbeans-go',
+          'opbeans-java',
+          'opbeans-node',
+          'opbeans-python',
+          'opbeans-ruby',
+          'opbeans-rum',
+        ]);
       });
 
       it('returns the environments', async () => {
         const { body } = await getEnvironments('opbeans-node');
         expect(body).to.eql([
           { name: 'ALL_OPTION_VALUE', alreadyConfigured: false },
+          { name: 'testing', alreadyConfigured: false },
           { name: 'production', alreadyConfigured: false },
         ]);
       });
diff --git a/x-pack/test/apm_api_integration/basic/tests/transaction_groups/error_rate.ts b/x-pack/test/apm_api_integration/basic/tests/transaction_groups/error_rate.ts
index 2c22cbbcce78..9aa10d2b307b 100644
--- a/x-pack/test/apm_api_integration/basic/tests/transaction_groups/error_rate.ts
+++ b/x-pack/test/apm_api_integration/basic/tests/transaction_groups/error_rate.ts
@@ -4,23 +4,23 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 import expect from '@kbn/expect';
+import { first, last } from 'lodash';
 import { FtrProviderContext } from '../../../common/ftr_provider_context';
-import expectedErrorRate from './expectation/error_rate.json';
 
 export default function ApiTest({ getService }: FtrProviderContext) {
   const supertest = getService('supertest');
   const esArchiver = getService('esArchiver');
 
   // url parameters
-  const start = encodeURIComponent('2020-06-29T06:45:00.000Z');
-  const end = encodeURIComponent('2020-06-29T06:49:00.000Z');
+  const start = encodeURIComponent('2020-08-26T11:00:00.000Z');
+  const end = encodeURIComponent('2020-08-26T11:30:00.000Z');
   const uiFilters = encodeURIComponent(JSON.stringify({}));
 
   describe('Error rate', () => {
     describe('when data is not loaded', () => {
       it('handles the empty state', async () => {
         const response = await supertest.get(
-          `/api/apm/services/opbeans-node/transaction_groups/error_rate?start=${start}&end=${end}&uiFilters=${uiFilters}`
+          `/api/apm/services/opbeans-java/transaction_groups/error_rate?start=${start}&end=${end}&uiFilters=${uiFilters}`
         );
         expect(response.status).to.be(200);
         expect(response.body).to.eql({
@@ -34,13 +34,37 @@ export default function ApiTest({ getService }: FtrProviderContext) {
       before(() => esArchiver.load('8.0.0'));
       after(() => esArchiver.unload('8.0.0'));
 
-      it('returns the transaction error rate', async () => {
-        const response = await supertest.get(
-          `/api/apm/services/opbeans-node/transaction_groups/error_rate?start=${start}&end=${end}&uiFilters=${uiFilters}`
-        );
+      describe('returns the transaction error rate', () => {
+        let errorRateResponse: {
+          erroneousTransactionsRate: Array<{ x: number; y: number | null }>;
+          average: number;
+        };
+        before(async () => {
+          const response = await supertest.get(
+            `/api/apm/services/opbeans-java/transaction_groups/error_rate?start=${start}&end=${end}&uiFilters=${uiFilters}`
+          );
+          errorRateResponse = response.body;
+        });
 
-        expect(response.status).to.be(200);
-        expect(response.body).to.eql(expectedErrorRate);
+        it('has the correct start date', async () => {
+          expect(first(errorRateResponse.erroneousTransactionsRate)?.x).to.be(1598439600000);
+        });
+
+        it('has the correct end date', async () => {
+          expect(last(errorRateResponse.erroneousTransactionsRate)?.x).to.be(1598441400000);
+        });
+
+        it('has the correct number of buckets', async () => {
+          expect(errorRateResponse.erroneousTransactionsRate.length).to.be(61);
+        });
+
+        it('has the correct calculation for average', async () => {
+          expect(errorRateResponse.average).to.be(0.18894993894993897);
+        });
+
+        it('has the correct error rate', async () => {
+          expect(first(errorRateResponse.erroneousTransactionsRate)?.y).to.be(0.5);
+        });
       });
     });
   });
diff --git a/x-pack/test/apm_api_integration/basic/tests/transaction_groups/expectation/error_rate.json b/x-pack/test/apm_api_integration/basic/tests/transaction_groups/expectation/error_rate.json
deleted file mode 100644
index e448729f44a9..000000000000
--- a/x-pack/test/apm_api_integration/basic/tests/transaction_groups/expectation/error_rate.json
+++ /dev/null
@@ -1,970 +0,0 @@
-{
-   "noHits": false,
-   "erroneousTransactionsRate": [
-      {
-         "x": 1593413100000,
-         "y": null
-      },
-      {
-         "x": 1593413101000,
-         "y": null
-      },
-      {
-         "x": 1593413102000,
-         "y": null
-      },
-      {
-         "x": 1593413103000,
-         "y": null
-      },
-      {
-         "x": 1593413104000,
-         "y": null
-      },
-      {
-         "x": 1593413105000,
-         "y": null
-      },
-      {
-         "x": 1593413106000,
-         "y": null
-      },
-      {
-         "x": 1593413107000,
-         "y": null
-      },
-      {
-         "x": 1593413108000,
-         "y": null
-      },
-      {
-         "x": 1593413109000,
-         "y": null
-      },
-      {
-         "x": 1593413110000,
-         "y": null
-      },
-      {
-         "x": 1593413111000,
-         "y": null
-      },
-      {
-         "x": 1593413112000,
-         "y": null
-      },
-      {
-         "x": 1593413113000,
-         "y": null
-      },
-      {
-         "x": 1593413114000,
-         "y": null
-      },
-      {
-         "x": 1593413115000,
-         "y": null
-      },
-      {
-         "x": 1593413116000,
-         "y": null
-      },
-      {
-         "x": 1593413117000,
-         "y": null
-      },
-      {
-         "x": 1593413118000,
-         "y": null
-      },
-      {
-         "x": 1593413119000,
-         "y": null
-      },
-      {
-         "x": 1593413120000,
-         "y": null
-      },
-      {
-         "x": 1593413121000,
-         "y": null
-      },
-      {
-         "x": 1593413122000,
-         "y": null
-      },
-      {
-         "x": 1593413123000,
-         "y": null
-      },
-      {
-         "x": 1593413124000,
-         "y": null
-      },
-      {
-         "x": 1593413125000,
-         "y": null
-      },
-      {
-         "x": 1593413126000,
-         "y": null
-      },
-      {
-         "x": 1593413127000,
-         "y": null
-      },
-      {
-         "x": 1593413128000,
-         "y": null
-      },
-      {
-         "x": 1593413129000,
-         "y": null
-      },
-      {
-         "x": 1593413130000,
-         "y": null
-      },
-      {
-         "x": 1593413131000,
-         "y": null
-      },
-      {
-         "x": 1593413132000,
-         "y": null
-      },
-      {
-         "x": 1593413133000,
-         "y": null
-      },
-      {
-         "x": 1593413134000,
-         "y": null
-      },
-      {
-         "x": 1593413135000,
-         "y": null
-      },
-      {
-         "x": 1593413136000,
-         "y": null
-      },
-      {
-         "x": 1593413137000,
-         "y": null
-      },
-      {
-         "x": 1593413138000,
-         "y": null
-      },
-      {
-         "x": 1593413139000,
-         "y": null
-      },
-      {
-         "x": 1593413140000,
-         "y": null
-      },
-      {
-         "x": 1593413141000,
-         "y": null
-      },
-      {
-         "x": 1593413142000,
-         "y": null
-      },
-      {
-         "x": 1593413143000,
-         "y": null
-      },
-      {
-         "x": 1593413144000,
-         "y": null
-      },
-      {
-         "x": 1593413145000,
-         "y": null
-      },
-      {
-         "x": 1593413146000,
-         "y": null
-      },
-      {
-         "x": 1593413147000,
-         "y": null
-      },
-      {
-         "x": 1593413148000,
-         "y": null
-      },
-      {
-         "x": 1593413149000,
-         "y": null
-      },
-      {
-         "x": 1593413150000,
-         "y": null
-      },
-      {
-         "x": 1593413151000,
-         "y": null
-      },
-      {
-         "x": 1593413152000,
-         "y": null
-      },
-      {
-         "x": 1593413153000,
-         "y": null
-      },
-      {
-         "x": 1593413154000,
-         "y": null
-      },
-      {
-         "x": 1593413155000,
-         "y": null
-      },
-      {
-         "x": 1593413156000,
-         "y": null
-      },
-      {
-         "x": 1593413157000,
-         "y": null
-      },
-      {
-         "x": 1593413158000,
-         "y": null
-      },
-      {
-         "x": 1593413159000,
-         "y": null
-      },
-      {
-         "x": 1593413160000,
-         "y": null
-      },
-      {
-         "x": 1593413161000,
-         "y": null
-      },
-      {
-         "x": 1593413162000,
-         "y": null
-      },
-      {
-         "x": 1593413163000,
-         "y": null
-      },
-      {
-         "x": 1593413164000,
-         "y": null
-      },
-      {
-         "x": 1593413165000,
-         "y": null
-      },
-      {
-         "x": 1593413166000,
-         "y": null
-      },
-      {
-         "x": 1593413167000,
-         "y": null
-      },
-      {
-         "x": 1593413168000,
-         "y": null
-      },
-      {
-         "x": 1593413169000,
-         "y": null
-      },
-      {
-         "x": 1593413170000,
-         "y": null
-      },
-      {
-         "x": 1593413171000,
-         "y": null
-      },
-      {
-         "x": 1593413172000,
-         "y": null
-      },
-      {
-         "x": 1593413173000,
-         "y": null
-      },
-      {
-         "x": 1593413174000,
-         "y": null
-      },
-      {
-         "x": 1593413175000,
-         "y": null
-      },
-      {
-         "x": 1593413176000,
-         "y": null
-      },
-      {
-         "x": 1593413177000,
-         "y": null
-      },
-      {
-         "x": 1593413178000,
-         "y": null
-      },
-      {
-         "x": 1593413179000,
-         "y": null
-      },
-      {
-         "x": 1593413180000,
-         "y": null
-      },
-      {
-         "x": 1593413181000,
-         "y": null
-      },
-      {
-         "x": 1593413182000,
-         "y": null
-      },
-      {
-         "x": 1593413183000,
-         "y": null
-      },
-      {
-         "x": 1593413184000,
-         "y": null
-      },
-      {
-         "x": 1593413185000,
-         "y": null
-      },
-      {
-         "x": 1593413186000,
-         "y": null
-      },
-      {
-         "x": 1593413187000,
-         "y": null
-      },
-      {
-         "x": 1593413188000,
-         "y": null
-      },
-      {
-         "x": 1593413189000,
-         "y": null
-      },
-      {
-         "x": 1593413190000,
-         "y": null
-      },
-      {
-         "x": 1593413191000,
-         "y": null
-      },
-      {
-         "x": 1593413192000,
-         "y": null
-      },
-      {
-         "x": 1593413193000,
-         "y": null
-      },
-      {
-         "x": 1593413194000,
-         "y": null
-      },
-      {
-         "x": 1593413195000,
-         "y": null
-      },
-      {
-         "x": 1593413196000,
-         "y": null
-      },
-      {
-         "x": 1593413197000,
-         "y": null
-      },
-      {
-         "x": 1593413198000,
-         "y": null
-      },
-      {
-         "x": 1593413199000,
-         "y": null
-      },
-      {
-         "x": 1593413200000,
-         "y": null
-      },
-      {
-         "x": 1593413201000,
-         "y": null
-      },
-      {
-         "x": 1593413202000,
-         "y": null
-      },
-      {
-         "x": 1593413203000,
-         "y": null
-      },
-      {
-         "x": 1593413204000,
-         "y": null
-      },
-      {
-         "x": 1593413205000,
-         "y": null
-      },
-      {
-         "x": 1593413206000,
-         "y": null
-      },
-      {
-         "x": 1593413207000,
-         "y": null
-      },
-      {
-         "x": 1593413208000,
-         "y": null
-      },
-      {
-         "x": 1593413209000,
-         "y": null
-      },
-      {
-         "x": 1593413210000,
-         "y": null
-      },
-      {
-         "x": 1593413211000,
-         "y": null
-      },
-      {
-         "x": 1593413212000,
-         "y": null
-      },
-      {
-         "x": 1593413213000,
-         "y": null
-      },
-      {
-         "x": 1593413214000,
-         "y": null
-      },
-      {
-         "x": 1593413215000,
-         "y": null
-      },
-      {
-         "x": 1593413216000,
-         "y": null
-      },
-      {
-         "x": 1593413217000,
-         "y": null
-      },
-      {
-         "x": 1593413218000,
-         "y": null
-      },
-      {
-         "x": 1593413219000,
-         "y": null
-      },
-      {
-         "x": 1593413220000,
-         "y": null
-      },
-      {
-         "x": 1593413221000,
-         "y": null
-      },
-      {
-         "x": 1593413222000,
-         "y": null
-      },
-      {
-         "x": 1593413223000,
-         "y": null
-      },
-      {
-         "x": 1593413224000,
-         "y": null
-      },
-      {
-         "x": 1593413225000,
-         "y": null
-      },
-      {
-         "x": 1593413226000,
-         "y": null
-      },
-      {
-         "x": 1593413227000,
-         "y": null
-      },
-      {
-         "x": 1593413228000,
-         "y": null
-      },
-      {
-         "x": 1593413229000,
-         "y": null
-      },
-      {
-         "x": 1593413230000,
-         "y": null
-      },
-      {
-         "x": 1593413231000,
-         "y": null
-      },
-      {
-         "x": 1593413232000,
-         "y": null
-      },
-      {
-         "x": 1593413233000,
-         "y": null
-      },
-      {
-         "x": 1593413234000,
-         "y": null
-      },
-      {
-         "x": 1593413235000,
-         "y": null
-      },
-      {
-         "x": 1593413236000,
-         "y": null
-      },
-      {
-         "x": 1593413237000,
-         "y": null
-      },
-      {
-         "x": 1593413238000,
-         "y": null
-      },
-      {
-         "x": 1593413239000,
-         "y": null
-      },
-      {
-         "x": 1593413240000,
-         "y": null
-      },
-      {
-         "x": 1593413241000,
-         "y": null
-      },
-      {
-         "x": 1593413242000,
-         "y": null
-      },
-      {
-         "x": 1593413243000,
-         "y": null
-      },
-      {
-         "x": 1593413244000,
-         "y": null
-      },
-      {
-         "x": 1593413245000,
-         "y": null
-      },
-      {
-         "x": 1593413246000,
-         "y": null
-      },
-      {
-         "x": 1593413247000,
-         "y": null
-      },
-      {
-         "x": 1593413248000,
-         "y": null
-      },
-      {
-         "x": 1593413249000,
-         "y": null
-      },
-      {
-         "x": 1593413250000,
-         "y": null
-      },
-      {
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+          }
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+        }
+      }
+    }
+  }
+}
+
+{
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+          "type": "object"
+        },
+        "daily_model_snapshot_retention_after_days": {
+          "type": "long"
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+              "type": "keyword"
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+          "type": "object"
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+        "id": {
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+            "enabled": {
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+          "type": "object"
+        },
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+          "type": "keyword"
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+        "renormalization_window_days": {
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+        "results_index_name": {
+          "type": "keyword"
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+        "results_retention_days": {
+          "type": "long"
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+        "script_fields": {
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+          "type": "object"
+        },
+        "scroll_size": {
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+        },
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+              "type": "object"
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+              "type": "object"
+            }
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+        },
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+        }
+      }
+    },
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+        "max_result_window": "10000",
+        "number_of_replicas": "1",
+        "number_of_shards": "1"
+      }
+    }
+  }
+}
+
+{
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+      }
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+        },
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+        "number_of_shards": "1"
+      }
+    }
+  }
+}
+
+{
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+          }
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+              "type": "scaled_float"
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+          }
+        },
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+}
+
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+              "type": "keyword"
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+              "type": "keyword"
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+        "refresh_interval": "5s"
+      }
+    }
+  }
+}
+
+{
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+      }
+    },
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+              "type": "scaled_float"
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+        },
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+              "type": "keyword"
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+    }
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+}
+
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+            }
+          }
+        },
+        "user": {
+          "dynamic": "false",
+          "properties": {
+            "domain": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "email": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "full_name": {
+              "fields": {
+                "text": {
+                  "norms": false,
+                  "type": "text"
+                }
+              },
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "group": {
+              "properties": {
+                "domain": {
+                  "ignore_above": 1024,
+                  "type": "keyword"
+                },
+                "id": {
+                  "ignore_above": 1024,
+                  "type": "keyword"
+                },
+                "name": {
+                  "ignore_above": 1024,
+                  "type": "keyword"
+                }
+              }
+            },
+            "hash": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "id": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "name": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            }
+          }
+        },
+        "user_agent": {
+          "dynamic": "false",
+          "properties": {
+            "device": {
+              "properties": {
+                "name": {
+                  "ignore_above": 1024,
+                  "type": "keyword"
+                }
+              }
+            },
+            "name": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "original": {
+              "fields": {
+                "text": {
+                  "norms": false,
+                  "type": "text"
+                }
+              },
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "os": {
+              "properties": {
+                "family": {
+                  "ignore_above": 1024,
+                  "type": "keyword"
+                },
+                "full": {
+                  "ignore_above": 1024,
+                  "type": "keyword"
+                },
+                "kernel": {
+                  "ignore_above": 1024,
+                  "type": "keyword"
+                },
+                "name": {
+                  "ignore_above": 1024,
+                  "type": "keyword"
+                },
+                "platform": {
+                  "ignore_above": 1024,
+                  "type": "keyword"
+                },
+                "version": {
+                  "ignore_above": 1024,
+                  "type": "keyword"
+                }
+              }
+            },
+            "version": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            }
+          }
+        },
+        "view spans": {
+          "ignore_above": 1024,
+          "type": "keyword"
+        },
+        "vlan": {
+          "properties": {
+            "id": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "name": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            }
+          }
+        },
+        "vulnerability": {
+          "properties": {
+            "category": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "classification": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "description": {
+              "fields": {
+                "text": {
+                  "norms": false,
+                  "type": "text"
+                }
+              },
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "enumeration": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "id": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "reference": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "report_id": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            },
+            "scanner": {
+              "properties": {
+                "vendor": {
+                  "ignore_above": 1024,
+                  "type": "keyword"
+                }
+              }
+            },
+            "score": {
+              "properties": {
+                "base": {
+                  "type": "float"
+                },
+                "environmental": {
+                  "type": "float"
+                },
+                "temporal": {
+                  "type": "float"
+                },
+                "version": {
+                  "ignore_above": 1024,
+                  "type": "keyword"
+                }
+              }
+            },
+            "severity": {
+              "ignore_above": 1024,
+              "type": "keyword"
+            }
+          }
+        }
+      }
+    },
+    "settings": {
+      "index": {
+        "codec": "best_compression",
+        "lifecycle": {
+          "name": "apm-rollover-30-days",
+          "rollover_alias": "apm-8.0.0-transaction"
+        },
+        "mapping": {
+          "total_fields": {
+            "limit": "2000"
+          }
+        },
+        "number_of_replicas": "1",
+        "number_of_shards": "1",
+        "priority": "100",
+        "refresh_interval": "5s"
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/x-pack/test/apm_api_integration/trial/tests/service_maps/service_maps.ts b/x-pack/test/apm_api_integration/trial/tests/service_maps/service_maps.ts
index 4002e8cff5ba..aadff2c31a17 100644
--- a/x-pack/test/apm_api_integration/trial/tests/service_maps/service_maps.ts
+++ b/x-pack/test/apm_api_integration/trial/tests/service_maps/service_maps.ts
@@ -285,5 +285,37 @@ export default function serviceMapsApiTests({ getService }: FtrProviderContext)
         });
       });
     });
+
+    describe('when there is data with anomalies', () => {
+      before(() => esArchiver.load('ml_8.0.0'));
+      after(() => esArchiver.unload('ml_8.0.0'));
+
+      it('returns service map elements', async () => {
+        const response = await supertest.get(
+          '/api/apm/service-map?start=2020-08-26T11%3A00%3A00.000Z&end=2020-08-26T11%3A30%3A00.000Z'
+        );
+
+        expect(response.status).to.be(200);
+        const opbeansJavaWithAnomaly = response.body.elements.filter(
+          (el: { data: { id: string } }) => el.data.id === 'opbeans-java'
+        );
+        expect(opbeansJavaWithAnomaly).to.eql([
+          {
+            data: {
+              id: 'opbeans-java',
+              'service.environment': 'production',
+              'service.name': 'opbeans-java',
+              'agent.name': 'java',
+              serviceAnomalyStats: {
+                transactionType: 'request',
+                anomalyScore: 0.21359169006333134,
+                actualValue: 1526662.1320754716,
+                jobId: 'apm-production-229a-high_mean_transaction_duration',
+              },
+            },
+          },
+        ]);
+      });
+    });
   });
 }