diff --git a/x-pack/test/apm_api_integration/tests/index.ts b/x-pack/test/apm_api_integration/tests/index.ts
index 8caae0afe746e..c15a7d39a6cf6 100644
--- a/x-pack/test/apm_api_integration/tests/index.ts
+++ b/x-pack/test/apm_api_integration/tests/index.ts
@@ -229,6 +229,10 @@ export default function apmApiIntegrationTests(providerContext: FtrProviderConte
       loadTestFile(require.resolve('./historical_data/has_data'));
     });
 
+    describe('latency/service_apis', function () {
+      loadTestFile(require.resolve('./latency/service_apis'));
+    });
+
     registry.run(providerContext);
   });
 }
diff --git a/x-pack/test/apm_api_integration/tests/latency/service_apis.ts b/x-pack/test/apm_api_integration/tests/latency/service_apis.ts
new file mode 100644
index 0000000000000..a09442cd73a2a
--- /dev/null
+++ b/x-pack/test/apm_api_integration/tests/latency/service_apis.ts
@@ -0,0 +1,191 @@
+/*
+ * 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 { service, timerange } from '@elastic/apm-generator';
+import expect from '@kbn/expect';
+import { meanBy, sumBy } from 'lodash';
+import { LatencyAggregationType } from '../../../../plugins/apm/common/latency_aggregation_types';
+import { isFiniteNumber } from '../../../../plugins/apm/common/utils/is_finite_number';
+import { PromiseReturnType } from '../../../../plugins/observability/typings/common';
+import { FtrProviderContext } from '../../common/ftr_provider_context';
+import { registry } from '../../common/registry';
+
+export default function ApiTest({ getService }: FtrProviderContext) {
+  const apmApiClient = getService('apmApiClient');
+  const traceData = getService('traceData');
+
+  const serviceName = 'synth-go';
+  const start = new Date('2021-01-01T00:00:00.000Z').getTime();
+  const end = new Date('2021-01-01T00:15:00.000Z').getTime() - 1;
+
+  async function getLatencyValues({
+    processorEvent,
+    latencyAggregationType = LatencyAggregationType.avg,
+  }: {
+    processorEvent: 'transaction' | 'metric';
+    latencyAggregationType?: LatencyAggregationType;
+  }) {
+    const commonQuery = {
+      start: new Date(start).toISOString(),
+      end: new Date(end).toISOString(),
+      environment: 'ENVIRONMENT_ALL',
+    };
+    const [
+      serviceInventoryAPIResponse,
+      serviceLantencyAPIResponse,
+      transactionsGroupDetailsAPIResponse,
+      serviceInstancesAPIResponse,
+    ] = await Promise.all([
+      apmApiClient.readUser({
+        endpoint: 'GET /internal/apm/services',
+        params: {
+          query: {
+            ...commonQuery,
+            kuery: `service.name : "${serviceName}" and processor.event : "${processorEvent}"`,
+          },
+        },
+      }),
+      apmApiClient.readUser({
+        endpoint: 'GET /internal/apm/services/{serviceName}/transactions/charts/latency',
+        params: {
+          path: { serviceName },
+          query: {
+            ...commonQuery,
+            kuery: `processor.event : "${processorEvent}"`,
+            latencyAggregationType,
+            transactionType: 'request',
+          },
+        },
+      }),
+      apmApiClient.readUser({
+        endpoint: `GET /internal/apm/services/{serviceName}/transactions/groups/main_statistics`,
+        params: {
+          path: { serviceName },
+          query: {
+            ...commonQuery,
+            kuery: `processor.event : "${processorEvent}"`,
+            transactionType: 'request',
+            latencyAggregationType: 'avg' as LatencyAggregationType,
+          },
+        },
+      }),
+      apmApiClient.readUser({
+        endpoint: `GET /internal/apm/services/{serviceName}/service_overview_instances/main_statistics`,
+        params: {
+          path: { serviceName },
+          query: {
+            ...commonQuery,
+            kuery: `processor.event : "${processorEvent}"`,
+            transactionType: 'request',
+            latencyAggregationType: 'avg' as LatencyAggregationType,
+          },
+        },
+      }),
+    ]);
+
+    const serviceInventoryLatency = serviceInventoryAPIResponse.body.items[0].latency;
+
+    const latencyChartApiMean = meanBy(
+      serviceLantencyAPIResponse.body.currentPeriod.latencyTimeseries.filter(
+        (item) => isFiniteNumber(item.y) && item.y > 0
+      ),
+      'y'
+    );
+
+    const transactionsGroupLatencySum = sumBy(
+      transactionsGroupDetailsAPIResponse.body.transactionGroups,
+      'latency'
+    );
+
+    const serviceInstancesLatencySum = sumBy(
+      serviceInstancesAPIResponse.body.currentPeriod,
+      'latency'
+    );
+
+    return {
+      serviceInventoryLatency,
+      latencyChartApiMean,
+      transactionsGroupLatencySum,
+      serviceInstancesLatencySum,
+    };
+  }
+
+  let latencyMetricValues: PromiseReturnType<typeof getLatencyValues>;
+  let latencyTransactionValues: PromiseReturnType<typeof getLatencyValues>;
+
+  registry.when('Services APIs', { config: 'basic', archives: ['apm_8.0.0_empty'] }, () => {
+    describe('when data is loaded ', () => {
+      const GO_PROD_RATE = 80;
+      const GO_DEV_RATE = 20;
+      const GO_PROD_DURATION = 1000;
+      const GO_DEV_DURATION = 500;
+      before(async () => {
+        const serviceGoProdInstance = service(serviceName, 'production', 'go').instance(
+          'instance-a'
+        );
+        const serviceGoDevInstance = service(serviceName, 'development', 'go').instance(
+          'instance-b'
+        );
+        await traceData.index([
+          ...timerange(start, end)
+            .interval('1m')
+            .rate(GO_PROD_RATE)
+            .flatMap((timestamp) =>
+              serviceGoProdInstance
+                .transaction('GET /api/product/list')
+                .duration(GO_PROD_DURATION)
+                .timestamp(timestamp)
+                .serialize()
+            ),
+          ...timerange(start, end)
+            .interval('1m')
+            .rate(GO_DEV_RATE)
+            .flatMap((timestamp) =>
+              serviceGoDevInstance
+                .transaction('GET /api/product/:id')
+                .duration(GO_DEV_DURATION)
+                .timestamp(timestamp)
+                .serialize()
+            ),
+        ]);
+      });
+
+      after(() => traceData.clean());
+
+      describe('compare latency value between service inventory, latency chart, service inventory and transactions apis', () => {
+        before(async () => {
+          [latencyTransactionValues, latencyMetricValues] = await Promise.all([
+            getLatencyValues({ processorEvent: 'transaction' }),
+            getLatencyValues({ processorEvent: 'metric' }),
+          ]);
+        });
+
+        it('returns same avg latency value for Transaction-based and Metric-based data', () => {
+          const expectedLatencyAvgValueMs =
+            ((GO_PROD_RATE * GO_PROD_DURATION + GO_DEV_RATE * GO_DEV_DURATION) /
+              (GO_PROD_RATE + GO_DEV_RATE)) *
+            1000;
+          [
+            latencyTransactionValues.latencyChartApiMean,
+            latencyTransactionValues.serviceInventoryLatency,
+            latencyMetricValues.latencyChartApiMean,
+            latencyMetricValues.serviceInventoryLatency,
+          ].forEach((value) => expect(value).to.be.equal(expectedLatencyAvgValueMs));
+        });
+
+        it('returns same sum latency value for Transaction-based and Metric-based data', () => {
+          const expectedLatencySumValueMs = (GO_PROD_DURATION + GO_DEV_DURATION) * 1000;
+          [
+            latencyTransactionValues.transactionsGroupLatencySum,
+            latencyTransactionValues.serviceInstancesLatencySum,
+            latencyMetricValues.transactionsGroupLatencySum,
+            latencyMetricValues.serviceInstancesLatencySum,
+          ].forEach((value) => expect(value).to.be.equal(expectedLatencySumValueMs));
+        });
+      });
+    });
+  });
+}