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Endpoint Analytics

By Katy Nicholson, posted on 19 May, 2021

I've been looking at ways to get performance data for all our devices, currently 99% in Config Manager but in the future we're expecting to have quite a large deployment which is only managed by Intune. I've already set up Desktop Analytics but this just covers things like Windows 10 feature updates, which is good but not really what I was after.

Introducing Endpoint Analytics.

This is part of Intune and, if you set up tenant attach or device co-management, you can pull data for ConfigMgr managed devices into the console. Endpoint Analytics will show you a score, based off various factors such as startup performance, recommended software and application reliability, and there's various screens you can look at with more detailed information such as startup performance and application reliability. Most report lists can be exported for offline analysis in Excel. I think it's a key tool for identifying devices which need attention - whether it's a device that has missed its upgrade from HDD to SSD sitting at the top of the "slowest boot up time" list, or a device which frequently suffers from bugchecks/BSODs potentially being a hardware issue, it brings to light troublesome devices which the end user may not have ever reported.

I'll cover setting it up and then look at each section in turn, with lots of screenshots.

Endpoint Analytics can be found in Endpoint Manager Admin Centre > Reports > Endpoint analytics although I've got it set as a browser favourite in Edge for quick access.

Endpoint Analytics start up page - click Start to begin!

On your first run you'll see the above screen - click on Start to turn on the feature. If you just want to see data for devices enrolled in Intune, you're done. Otherwise, for ConfigMgr data, you'll need to set up co-management/tenant attach if you haven't already done so - full details of this available on the Microsoft Docs here: Microsoft Endpoint Manager tenant attach - Configuration Manager | Microsoft Docs

Once you've got co-management enabled, make sure that you've got "Upload to Microsoft Endpoint Manager admin centre" and "Enable Endpoint Analytics..." ticked in the "Configure upload" tab:

Enable Endpoint Analytics for ConfigMgr devices

It may take a few days for data to come into the console - I left it a couple of months after setting it up as we had the majority of devices off due to COVID school closures. Once you've got some data you should see something similar to the below screenshots.


The overview shows your endpoint analytics score, which is made up of three categories:

  • Startup performance: Includes things like boot speed and logon speed
  • Recommended software: Split into 4 categories, Windows 10, Cloud Identity, Cloud Management and Autopilot
  • Application reliability: Includes data such as application crash frequency and device crashes.

Endpoint Analytics Overview showing your score

Startup Performance

Moving onto the first report, startup performance has 5 tabs. The startup score will show you the score split into boot and sign-in, along with the average boot and sign in times. If you've got the majority of your devices on a traditional Windows AD domain you will notice a lot of prompts/recommendations about how much Group Policy slows your device down and telling you to switch to Intune for management.

The next two tabs show performance grouped by device model, and also by individual device. This will show you the device disk type, core boot time, core sign-in time, number of restarts in the last 30 days and number of blue screens in the last 30 days.

Device Performance, ordered by Core sign-in time, will show you your worst performing devices. You could also order by Blue screen count to show the devices which have a tendency to reboot due to bugcheck.

Clicking onto an individual device will let you see some detailed statistics for that device - including boot and sign-in history for the past week, which processes are impacting startup and a restart history.

Detailed startup performance for the selected device

The Startup Processes tab is good for seeing what is running on start up and how long it's taking, this will show process name, description, publisher, device count, median delay and total delay.

Restart Frequency shows how often, and why, devices are restarting. Whilst there's a dropdown for Filter it just contains "All Devices" on my tenant so presumably filtering is coming soon, or needs some configuration elsewhere.

Restart Frequency for all devices

Proactive Remediations

Proactive remediations allows you to create and run script packages on endpoint devices. There are a couple of built in ones:

  • Restart Office Click2Run Service if it's stopped
  • Update Group Policy if the last update was more than 7 days ago

You will need Windows 10 Enterprise E3/E5 or Education A3/A5, or Windows Virtual Desktop Access E3/E5 licences for the managed devices. You can read more about creating and running remediation scripts on the Microsoft Docs.

Recommended Software

This section shows the percentage of your devices which have:

  • Windows 10 installed
  • Cloud Identity (they are registered in Azure AD, including hybrid joined devices)
  • Cloud management (Enrolled in Intune, this doesn't include ConfigMgr clients)
  • Autopilot

Application reliability

Application reliability is, at the time of writing, in preview however I'd say it's the most powerful part of endpoint analytics. In this section we can see which devices are having issues with applications crashing and which applications have a tendency to crash.

App Reliability Score will give you an overall score, along with details of which applications are frequently having issues based on the past 14 days.

Clicking on the app name will show you a window with app versions and OS versions, so you can compare which versions have issues, or which OS versions have problems running the app.

App performance shows you the application name, publisher, number of active devices, usage duration, number of crashes, mean time to failure and an app reliability score. All data is based on the past 14 days. Again you can click on an individual app to view the versions in use.

App performance screen ordered by total crashes to highlight the worst offenders.

As with the Startup performance report, Model performance is essentially the same data as Device performance, but grouped by device model. Under device performance we can see crashes per device, and order by total app crashes to highlight the least reliable devices for investigation.

Device performance showing app crashes per device

Clicking on an individual device in the list will bring up the history of application crashes for that device, in this case Photoshop.exe has crashed twice.

Individual device application reliability showing a history of app crashes

Endpoint Analytics is a useful tool in troubleshooting and finding application versions, or devices, with frequent problems for investigation and I look forward to how it might expand in the future.

Further Reading

In this post

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