diff --git a/server/channels/app/metrics.go b/server/channels/app/metrics.go
index 9f7d961fdbb..59075755d9c 100644
--- a/server/channels/app/metrics.go
+++ b/server/channels/app/metrics.go
@@ -72,6 +72,10 @@ func (a *App) RegisterPerformanceReport(rctx request.CTX, report *model.Performa
 			a.Metrics().ObserveMobileClientChannelSwitchDuration(commonLabels["platform"], h.Value/1000)
 		case model.MobileClientTeamSwitchDuration:
 			a.Metrics().ObserveMobileClientTeamSwitchDuration(commonLabels["platform"], h.Value/1000)
+		case model.DesktopClientCPUUsage:
+			a.Metrics().ObserveDesktopCpuUsage(commonLabels["platform"], commonLabels["desktop_app_version"], h.Labels["process"], h.Value)
+		case model.DesktopClientMemoryUsage:
+			a.Metrics().ObserveDesktopMemoryUsage(commonLabels["platform"], commonLabels["desktop_app_version"], h.Labels["process"], h.Value/1000)
 		default:
 			// we intentionally skip unknown metrics
 		}
diff --git a/server/einterfaces/metrics.go b/server/einterfaces/metrics.go
index 54aca1fc58c..38e7ec0d7e6 100644
--- a/server/einterfaces/metrics.go
+++ b/server/einterfaces/metrics.go
@@ -120,4 +120,6 @@ type MetricsInterface interface {
 	ObserveMobileClientTeamSwitchDuration(platform string, elapsed float64)
 	ClearMobileClientSessionMetadata()
 	ObserveMobileClientSessionMetadata(version string, platform string, value float64, notificationDisabled string)
+	ObserveDesktopCpuUsage(platform, version, process string, usage float64)
+	ObserveDesktopMemoryUsage(platform, version, process string, usage float64)
 }
diff --git a/server/einterfaces/mocks/MetricsInterface.go b/server/einterfaces/mocks/MetricsInterface.go
index 76bb3ae1b2c..13ddb1a7ff2 100644
--- a/server/einterfaces/mocks/MetricsInterface.go
+++ b/server/einterfaces/mocks/MetricsInterface.go
@@ -353,6 +353,16 @@ func (_m *MetricsInterface) ObserveClusterRequestDuration(elapsed float64) {
 	_m.Called(elapsed)
 }
 
+// ObserveDesktopCpuUsage provides a mock function with given fields: platform, version, process, usage
+func (_m *MetricsInterface) ObserveDesktopCpuUsage(platform string, version string, process string, usage float64) {
+	_m.Called(platform, version, process, usage)
+}
+
+// ObserveDesktopMemoryUsage provides a mock function with given fields: platform, version, process, usage
+func (_m *MetricsInterface) ObserveDesktopMemoryUsage(platform string, version string, process string, usage float64) {
+	_m.Called(platform, version, process, usage)
+}
+
 // ObserveEnabledUsers provides a mock function with given fields: users
 func (_m *MetricsInterface) ObserveEnabledUsers(users int64) {
 	_m.Called(users)
diff --git a/server/enterprise/metrics/metrics.go b/server/enterprise/metrics/metrics.go
index 389778b182b..688ef96a680 100644
--- a/server/enterprise/metrics/metrics.go
+++ b/server/enterprise/metrics/metrics.go
@@ -44,6 +44,7 @@ const (
 	MetricsSubsystemNotifications      = "notifications"
 	MetricsSubsystemClientsMobileApp   = "mobileapp"
 	MetricsSubsystemClientsWeb         = "webapp"
+	MetricsSubsystemClientsDesktopApp  = "desktopapp"
 	MetricsCloudInstallationLabel      = "installationId"
 	MetricsCloudDatabaseClusterLabel   = "databaseClusterName"
 	MetricsCloudInstallationGroupLabel = "installationGroupId"
@@ -216,6 +217,9 @@ type MetricsInterfaceImpl struct {
 	MobileClientChannelSwitchDuration *prometheus.HistogramVec
 	MobileClientTeamSwitchDuration    *prometheus.HistogramVec
 	MobileClientSessionMetadataGauge  *prometheus.GaugeVec
+
+	DesktopClientCPUUsage    *prometheus.HistogramVec
+	DesktopClientMemoryUsage *prometheus.HistogramVec
 }
 
 func init() {
@@ -1347,6 +1351,30 @@ func New(ps *platform.PlatformService, driver, dataSource string) *MetricsInterf
 	)
 	m.Registry.MustRegister(m.MobileClientSessionMetadataGauge)
 
+	m.DesktopClientCPUUsage = prometheus.NewHistogramVec(
+		prometheus.HistogramOpts{
+			Namespace: MetricsNamespace,
+			Subsystem: MetricsSubsystemClientsDesktopApp,
+			Name:      "cpu_usage",
+			Help:      "Average CPU usage of a specific process over an interval",
+			Buckets:   []float64{0, 1, 2, 3, 5, 8, 13, 21, 34, 55, 80, 100},
+		},
+		[]string{"platform", "version", "processName"},
+	)
+	m.Registry.MustRegister(m.DesktopClientCPUUsage)
+
+	m.DesktopClientMemoryUsage = prometheus.NewHistogramVec(
+		prometheus.HistogramOpts{
+			Namespace: MetricsNamespace,
+			Subsystem: MetricsSubsystemClientsDesktopApp,
+			Name:      "memory_usage",
+			Help:      "Memory usage in MB of a specific process",
+			Buckets:   []float64{0, 50, 100, 200, 300, 400, 500, 600, 700, 800, 900, 1000, 3000, 5000},
+		},
+		[]string{"platform", "version", "processName"},
+	)
+	m.Registry.MustRegister(m.DesktopClientMemoryUsage)
+
 	return m
 }
 
@@ -1850,6 +1878,14 @@ func (mi *MetricsInterfaceImpl) ObserveGlobalThreadsLoadDuration(platform, agent
 	mi.ClientGlobalThreadsLoadDuration.With(prometheus.Labels{"platform": platform, "agent": agent}).Observe(elapsed)
 }
 
+func (mi *MetricsInterfaceImpl) ObserveDesktopCpuUsage(platform, version, process string, usage float64) {
+	mi.DesktopClientCPUUsage.With(prometheus.Labels{"platform": platform, "version": version, "processName": process}).Observe(usage)
+}
+
+func (mi *MetricsInterfaceImpl) ObserveDesktopMemoryUsage(platform, version, process string, usage float64) {
+	mi.DesktopClientMemoryUsage.With(prometheus.Labels{"platform": platform, "version": version, "processName": process}).Observe(usage)
+}
+
 func (mi *MetricsInterfaceImpl) ObserveMobileClientLoadDuration(platform string, elapsed float64) {
 	mi.MobileClientLoadDuration.With(prometheus.Labels{"platform": platform}).Observe(elapsed)
 }
diff --git a/server/public/model/metrics.go b/server/public/model/metrics.go
index d3691b5c487..e8e47912dfb 100644
--- a/server/public/model/metrics.go
+++ b/server/public/model/metrics.go
@@ -30,6 +30,9 @@ const (
 	MobileClientChannelSwitchDuration MetricType = "mobile_channel_switch"
 	MobileClientTeamSwitchDuration    MetricType = "mobile_team_switch"
 
+	DesktopClientCPUUsage    MetricType = "desktop_cpu"
+	DesktopClientMemoryUsage MetricType = "desktop_memory"
+
 	performanceReportTTLMilliseconds = 300 * 1000 // 300 seconds/5 minutes
 )
 
@@ -104,8 +107,9 @@ func (r *PerformanceReport) IsValid() error {
 
 func (r *PerformanceReport) ProcessLabels() map[string]string {
 	return map[string]string{
-		"platform": processLabel(r.Labels, "platform", acceptedPlatforms, "other"),
-		"agent":    processLabel(r.Labels, "agent", acceptedAgents, "other"),
+		"platform":            processLabel(r.Labels, "platform", acceptedPlatforms, "other"),
+		"agent":               processLabel(r.Labels, "agent", acceptedAgents, "other"),
+		"desktop_app_version": r.Labels["desktop_app_version"],
 	}
 }
 
diff --git a/webapp/channels/package.json b/webapp/channels/package.json
index c4b29017489..09f773e3cf3 100644
--- a/webapp/channels/package.json
+++ b/webapp/channels/package.json
@@ -13,7 +13,7 @@
     "@mattermost/client": "*",
     "@mattermost/compass-components": "^0.2.12",
     "@mattermost/compass-icons": "0.1.39",
-    "@mattermost/desktop-api": "5.8.0-5",
+    "@mattermost/desktop-api": "5.10.0-2",
     "@mattermost/types": "*",
     "@mui/base": "5.0.0-alpha.127",
     "@mui/material": "5.11.16",
diff --git a/webapp/channels/src/components/root/performance_reporter_controller.tsx b/webapp/channels/src/components/root/performance_reporter_controller.tsx
index 14a780f2ce9..b8e102e0445 100644
--- a/webapp/channels/src/components/root/performance_reporter_controller.tsx
+++ b/webapp/channels/src/components/root/performance_reporter_controller.tsx
@@ -6,6 +6,7 @@ import {useStore} from 'react-redux';
 
 import {Client4} from 'mattermost-redux/client';
 
+import DesktopAppAPI from 'utils/desktop_api';
 import PerformanceReporter from 'utils/performance_telemetry/reporter';
 
 export default function PerformanceReporterController() {
@@ -14,7 +15,7 @@ export default function PerformanceReporterController() {
     const reporter = useRef<PerformanceReporter>();
 
     useEffect(() => {
-        reporter.current = new PerformanceReporter(Client4, store);
+        reporter.current = new PerformanceReporter(Client4, store, DesktopAppAPI);
         reporter.current.observe();
 
         // There's no way to clean up web-vitals, so continue to assume that this component won't ever be unmounted
diff --git a/webapp/channels/src/utils/desktop_api.ts b/webapp/channels/src/utils/desktop_api.ts
index 392740e3fd1..293a25d1821 100644
--- a/webapp/channels/src/utils/desktop_api.ts
+++ b/webapp/channels/src/utils/desktop_api.ts
@@ -13,9 +13,10 @@ declare global {
     }
 }
 
-class DesktopAppAPI {
+export class DesktopAppAPI {
     private name?: string;
     private version?: string | null;
+    private prereleaseVersion?: string;
     private dev?: boolean;
 
     /**
@@ -32,6 +33,7 @@ class DesktopAppAPI {
         this.getDesktopAppInfo().then(({name, version}) => {
             this.name = name;
             this.version = semver.valid(semver.coerce(version));
+            this.prereleaseVersion = version?.split('-')?.[1];
 
             // Legacy Desktop App version, used by some plugins
             if (!window.desktop) {
@@ -63,6 +65,10 @@ class DesktopAppAPI {
         return this.version;
     };
 
+    getPrereleaseVersion = () => {
+        return this.prereleaseVersion;
+    };
+
     isDev = () => {
         return this.dev;
     };
@@ -152,6 +158,10 @@ class DesktopAppAPI {
         return () => this.removePostMessageListener('history-button-return', legacyListener);
     };
 
+    onReceiveMetrics = (listener: (metricsMap: Map<string, {cpu?: number; memory?: number}>) => void) => {
+        return window.desktopAPI?.onSendMetrics?.(listener);
+    };
+
     /**
      * One-ways
      */
diff --git a/webapp/channels/src/utils/performance_telemetry/platform_detection.ts b/webapp/channels/src/utils/performance_telemetry/platform_detection.ts
index b6a7f5cd198..4dde347bc09 100644
--- a/webapp/channels/src/utils/performance_telemetry/platform_detection.ts
+++ b/webapp/channels/src/utils/performance_telemetry/platform_detection.ts
@@ -37,3 +37,7 @@ export function getUserAgentLabel() {
 
     return 'other';
 }
+
+export function getDesktopAppVersionLabel(appVersion?: string | null, prereleaseVersion?: string) {
+    return prereleaseVersion?.split('.')[0] ?? appVersion ?? 'unknown';
+}
diff --git a/webapp/channels/src/utils/performance_telemetry/reporter.test.ts b/webapp/channels/src/utils/performance_telemetry/reporter.test.ts
index 3d2b9c4510b..888386c8b65 100644
--- a/webapp/channels/src/utils/performance_telemetry/reporter.test.ts
+++ b/webapp/channels/src/utils/performance_telemetry/reporter.test.ts
@@ -10,6 +10,7 @@ import configureStore from 'store';
 
 import {reset as resetUserAgent, setPlatform, set as setUserAgent} from 'tests/helpers/user_agent_mocks';
 import {waitForObservations} from 'tests/performance_mock';
+import {DesktopAppAPI} from 'utils/desktop_api';
 
 import PerformanceReporter from './reporter';
 
@@ -389,7 +390,7 @@ function newTestReporter(telemetryEnabled = true, loggedIn = true) {
                 currentUserId: loggedIn ? 'currentUserId' : '',
             },
         },
-    }));
+    }), new DesktopAppAPI());
 
     return {
         client,
diff --git a/webapp/channels/src/utils/performance_telemetry/reporter.ts b/webapp/channels/src/utils/performance_telemetry/reporter.ts
index e4cf85b610c..af2a9237e6b 100644
--- a/webapp/channels/src/utils/performance_telemetry/reporter.ts
+++ b/webapp/channels/src/utils/performance_telemetry/reporter.ts
@@ -10,12 +10,14 @@ import type {Client4} from '@mattermost/client';
 import {getConfig} from 'mattermost-redux/selectors/entities/general';
 import {getCurrentUserId} from 'mattermost-redux/selectors/entities/users';
 
+import type {DesktopAppAPI} from 'utils/desktop_api';
+
 import type {GlobalState} from 'types/store';
 
 import {identifyElementRegion} from './element_identification';
 import type {PerformanceLongTaskTiming} from './long_task';
 import type {PlatformLabel, UserAgentLabel} from './platform_detection';
-import {getPlatformLabel, getUserAgentLabel} from './platform_detection';
+import {getDesktopAppVersionLabel, getPlatformLabel, getUserAgentLabel} from './platform_detection';
 
 import {Measure} from '.';
 
@@ -52,6 +54,7 @@ type PerformanceReport = {
     labels: {
         platform: PlatformLabel;
         agent: UserAgentLabel;
+        desktop_app_version?: string;
     };
 
     start: number;
@@ -65,8 +68,12 @@ export default class PerformanceReporter {
     private client: Client4;
     private store: Store<GlobalState>;
 
+    private desktopAPI: DesktopAppAPI;
+    private desktopOffListener?: () => void;
+
     private platformLabel: PlatformLabel;
     private userAgentLabel: UserAgentLabel;
+    private desktopAppVersion?: string;
 
     private counters: Map<string, number>;
     private histogramMeasures: PerformanceReportMeasure[];
@@ -78,13 +85,17 @@ export default class PerformanceReporter {
     protected reportPeriodBase = 60 * 1000;
     protected reportPeriodJitter = 15 * 1000;
 
-    constructor(client: Client4, store: Store<GlobalState>) {
+    constructor(client: Client4, store: Store<GlobalState>, desktopAPI: DesktopAppAPI) {
         this.client = client;
         this.store = store;
+        this.desktopAPI = desktopAPI;
 
         this.platformLabel = getPlatformLabel();
         this.userAgentLabel = getUserAgentLabel();
 
+        // We want to submit by prerelease version if it exists, so we don't muddy up the metrics for the release builds
+        this.desktopAppVersion = getDesktopAppVersionLabel(desktopAPI.getAppVersion(), desktopAPI.getPrereleaseVersion());
+
         this.counters = new Map();
         this.histogramMeasures = [];
 
@@ -121,6 +132,10 @@ export default class PerformanceReporter {
         // Send any remaining metrics when the page becomes hidden rather than when it's unloaded because that's
         // what's recommended by various sites due to unload handlers being unreliable, particularly on mobile.
         addEventListener('visibilitychange', this.handleVisibilityChange);
+
+        if (!this.desktopAPI.isDev()) {
+            this.desktopOffListener = this.desktopAPI.onReceiveMetrics((metrics) => this.collectDesktopAppMetrics(metrics));
+        }
     }
 
     private measurePageLoad() {
@@ -147,6 +162,8 @@ export default class PerformanceReporter {
         this.reportTimeout = undefined;
 
         this.observer.disconnect();
+
+        this.desktopOffListener?.();
     }
 
     protected handleObservations(list: PerformanceObserverEntryList) {
@@ -279,6 +296,7 @@ export default class PerformanceReporter {
             labels: {
                 platform: this.platformLabel,
                 agent: this.userAgentLabel,
+                desktop_app_version: this.desktopAppVersion,
             },
 
             ...this.getReportStartEnd(now, histogramMeasures, counterMeasures),
@@ -341,6 +359,35 @@ export default class PerformanceReporter {
 
         return navigator.sendBeacon(url, data);
     }
+
+    protected collectDesktopAppMetrics(metricsMap: Map<string, {cpu?: number; memory?: number}>) {
+        const now = Date.now();
+
+        for (const [processName, metrics] of metricsMap.entries()) {
+            let process = processName;
+            if (process.startsWith('Server ')) {
+                process = 'Server';
+            }
+
+            if (metrics.cpu) {
+                this.histogramMeasures.push({
+                    metric: 'desktop_cpu',
+                    timestamp: now,
+                    labels: {process},
+                    value: metrics.cpu,
+                });
+            }
+
+            if (metrics.memory) {
+                this.histogramMeasures.push({
+                    metric: 'desktop_memory',
+                    timestamp: now,
+                    labels: {process},
+                    value: metrics.memory,
+                });
+            }
+        }
+    }
 }
 
 function isPerformanceLongTask(entry: PerformanceEntry): entry is PerformanceLongTaskTiming {
diff --git a/webapp/package-lock.json b/webapp/package-lock.json
index 8de88b2907e..a2fd4074d5b 100644
--- a/webapp/package-lock.json
+++ b/webapp/package-lock.json
@@ -62,7 +62,7 @@
         "@mattermost/client": "*",
         "@mattermost/compass-components": "^0.2.12",
         "@mattermost/compass-icons": "0.1.39",
-        "@mattermost/desktop-api": "5.8.0-5",
+        "@mattermost/desktop-api": "5.10.0-2",
         "@mattermost/types": "*",
         "@mui/base": "5.0.0-alpha.127",
         "@mui/material": "5.11.16",
@@ -227,6 +227,19 @@
         "yargs": "16.2.0"
       }
     },
+    "channels/node_modules/@mattermost/desktop-api": {
+      "version": "5.10.0-2",
+      "resolved": "https://registry.npmjs.org/@mattermost/desktop-api/-/desktop-api-5.10.0-2.tgz",
+      "integrity": "sha512-Okb+VP6gdwEBnSthzxiU3+oO5XLTocDvWlzoGYjBYrT4DN2/xxAzRYgp1VB6skQxEwVhbP/zaQvWbRtZrp8org==",
+      "peerDependencies": {
+        "typescript": "^4.3.0 || ^5.0.0"
+      },
+      "peerDependenciesMeta": {
+        "typescript": {
+          "optional": true
+        }
+      }
+    },
     "channels/node_modules/semver": {
       "version": "7.3.8",
       "resolved": "https://registry.npmjs.org/semver/-/semver-7.3.8.tgz",
@@ -4310,19 +4323,6 @@
       "resolved": "platform/components",
       "link": true
     },
-    "node_modules/@mattermost/desktop-api": {
-      "version": "5.8.0-5",
-      "resolved": "https://registry.npmjs.org/@mattermost/desktop-api/-/desktop-api-5.8.0-5.tgz",
-      "integrity": "sha512-YPtFRnduVFOXyK25GedJA+PkAKmFpLDKqfxvV/IIS+SMypv6BD17LJ8AkdBsguFFa6ZWLlZU40M5grKYBbjOuA==",
-      "peerDependencies": {
-        "typescript": "^4.3.0 || ^5.0.0"
-      },
-      "peerDependenciesMeta": {
-        "typescript": {
-          "optional": true
-        }
-      }
-    },
     "node_modules/@mattermost/eslint-plugin": {
       "resolved": "platform/eslint-plugin",
       "link": true