2026 device intelligence report
2026 device intelligence report
2026 device intelligence report
2026 device intelligence report
2026 device intelligence report
Data Trends and Risk Patterns in Global Online Traffic
Data Trends and Risk Patterns in Global Online Traffic
Data Trends and Risk Patterns in Global Online Traffic
Data Trends and Risk Patterns in Global Online Traffic
Data Trends and Risk Patterns in Global Online Traffic
Data Trends and Risk Patterns in Global Online Traffic
Dig into our detailed data analysis of 23+ billion identification events from browsers and devices from 250+ countries and territories worldwide.
Dig into our detailed data analysis of 23+ billion identification events from browsers and devices from 250+ countries and territories worldwide.
Dig into our detailed data analysis of 23+ billion identification events from browsers and devices from 250+ countries and territories worldwide.
Dig into our detailed data analysis of 23+ billion identification events from browsers and devices from 250+ countries and territories worldwide.
Read the report
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See how modern mobile users and web visitors behave at scale.
read our 2026 Device Intelligence Report for insights on topics like:
What mobile and desktop user behavior looks like across 15+ signal types. And why risk concentrates in specific areas, especially on desktop.
What mobile and desktop user behavior looks like across 15+ signal types. And why risk concentrates in specific areas, especially on desktop.
Why "normal" traffic now includes more privacy signals, VPN usage, and routing variation. And why you need to make the shift toward using multiple signals to evaluate intent.
Why "normal" traffic now includes more privacy signals, VPN usage, and routing variation. And why you need to make the shift toward using multiple signals to evaluate intent.
Why fraud leaders need to take a holistic approach to risk signals. Because anomalous behavior doesn't look the same across different platforms, browser types, mobile devices, and runtime groups.
See how modern mobile users and web visitors behave at scale.
read our 2026 Device Intelligence Report for insights on topics like:
What mobile and desktop user behavior looks like across 15+ signal types. And why risk concentrates in specific areas, especially on desktop.
Why "normal" traffic now includes more privacy signals, VPN usage, and routing variation. And why you need to make the shift toward using multiple signals to evaluate intent.
Why fraud leaders need to take a holistic approach to risk signals. Because anomalous behavior doesn't look the same across different platforms, browser types, mobile devices, and runtime groups.
Get a true snapshot of global online activity today.
23+ billion
identification events
23+ billion
identification events
23+ billion
identification events
250+
countries and territories worldwide
250+
countries and territories worldwide
Browser tampering
nearly doubled on desktop browsers
Browser tampering
teams are doing more manual
investigation and triage
1 in 5
of all identification events used VPN
1 in 5
teams are doing more manual
investigation and triage
Read the full report learn more about the critical role of device intelligence in fraud prevention
Get a true snapshot of global online activity today.
23+ billion
identification events
23+ billion
identification events
250+
countries and territories worldwide
250+
countries and territories worldwide
Browser tampering
teams are doing more manual
investigation and triage
Browser tampering
teams are doing more manual
investigation and triage
1 in 5
teams are doing more manual
investigation and triage
1 in 5
teams are doing more manual
investigation and triage
Developer tools usage:
+1.4% on Desktop Chromium
Developer tools usage:
+1.4% on Desktop Chromium
Data center–sourced traffic:
+2.0% on JS Agent
Proxy traffic:
29.3% of events in Asia
Proxy traffic:
29.3% of events in Asia
Usage trends for 15+ signals
across regions, platforms, and runtime groups
Usage trends for 15+ signals
across regions, platforms, and runtime groups
Bot detection:
+0.5% in EU
-1.6% on
Desktop Firefox
-1.6% on
Desktop Firefox
Incognito browsing:
-1.6% on
Desktop Firefox
Incognito browsing:
-1.6% on
Desktop Firefox
Jailbroken devices:
-0.09% in Asia
See how modern mobile users and web visitors behave at scale.
read our 2026 Device Intelligence Report for insights on topics like:
What mobile and desktop user behavior looks like across 15+ signal types. And why risk concentrates in specific areas, especially on desktop.
Why "normal" traffic now includes more privacy signals, VPN usage, and routing variation. And why you need to make the shift toward using multiple signals to evaluate intent.
Why fraud leaders need to take a holistic approach to risk signals. Because anomalous behavior doesn't look the same across different platforms, browser types, mobile devices, and runtime groups.
See how modern mobile users and
web visitors behave
at scale.
read our 2026 Device Intelligence Report for insights on topics like:
What mobile and desktop user behavior looks like across 15+ signal types. And why risk concentrates in specific areas, especially on desktop.
Why "normal" traffic now includes more privacy signals, VPN usage, and routing variation. And why you need to make the shift toward using multiple signals to evaluate intent.
Why fraud leaders need to take a holistic approach to risk signals. Because anomalous behavior doesn't look the same across different platforms, browser types, mobile devices, and runtime groups.
Data center–sourced traffic:
Data center–sourced traffic:
+6.6% on Desktop Chromium
+6.6% on
Desktop Chromium
+6.6% on Desktop Chromium
+6.6% on
Desktop Chromium
Developer tools usage:
Developer tools usage:
+1.4% on Desktop Chromium
+1.4% on Desktop Chromium
+1.4% on
Desktop Chromium
Proxy traffic:
Proxy traffic:
29.3% of events in Asia
29.3% of events in Asia
Usage trends for 15+ signals
across regions, platforms,
and runtime groups
Bot detection:
Bot detection:
+0.5% in EU
+0.5% in EU
Incognito browsing:
Incognito browsing:
-1.6% on
Desktop Firefox
-1.6% on
Desktop Firefox
Jailbroken devices:
Jailbroken devices:
-0.09% in Asia
-0.09% in Asia
VPN detection:
VPN detection:
33.7% of events on
Desktop Chromium
33.7% of events on
Desktop Chromium
See how modern mobile users and web visitors behave at scale.
read our 2026 Device Intelligence Report for insights on topics like:
What mobile and desktop user behavior looks like across 15+ signal types. And why risk concentrates in specific areas, especially on desktop.
Why "normal" traffic now includes more privacy signals, VPN usage, and routing variation. And why you need to make the shift toward using multiple signals to evaluate intent.
Why fraud leaders need to take a holistic approach to risk signals. Because anomalous behavior doesn't look the same across different platforms, browser types, mobile devices, and runtime groups.
Developer tools usage:
+1.4% on
Desktop Chromium
Developer tools usage:
+1.4% on
Desktop Chromium
Data center–sourced traffic:
+2.0% on JS Agent
Proxy traffic:
29.3% of events in Asia
Proxy traffic:
29.3% of events in Asia
Usage trends for 15+ signals
across regions, platforms,
and runtime groups
Usage trends for 15+ signals
across regions, platforms,
and runtime groups
Bot detection:
+0.5% in EU
-1.6% on
Desktop Firefox
-1.6% on
Desktop Firefox
Incognito browsing:
-1.6% on
Desktop Firefox
Incognito browsing:
-1.6% on
Desktop Firefox
Jailbroken devices:
-0.09% in Asia
Read the full report for data-backed insights on the evolving fraud and risk landscape in mobile and web traffic.
Read the full report for data-backed insights on the evolving fraud and risk landscape in mobile and web traffic.
Read the full report for data-backed insights on the evolving fraud and risk landscape in mobile and web traffic.
Read the full report learn more about the critical role of device intelligence in fraud prevention
