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Comparison of Android-based Operating Systems

This is a comparison of popular Android "ROMs" (better term: AOSP distributions or Android-based OS). Please note I'm not affiliated with any of these projects and I am not giving any specific recommendation. If you think anything is factually incorrect, please let me know.

DivestOS was originally included in this comparison but it was discontinued at the end of 2024. For an older version of this comparison which includes DivestOS, please see here.

Comparison of Android-based Operating Systems

Source: eylenburg.github.io

Last updated: 3 January 2024

GrapheneOS CalyxOS IodéOS /e/ LineageOS "Stock" Android
Based on AOSP AOSP LineageOS LineageOS AOSP AOSP

Freedom
Free and open source (FOSS)? Yes Yes Yes Yes Yes No
Deblobbed? Yes, significantly Yes, significantly Yes, minimal Yes, minimal Yes, minimal No

Features
Network controls for appsThe controls on LineageOS-based operating systems are leaky as their approach only disabled direct network access (socket) but doesn't disable indirect access via the INTERNET permission, which provides multiple ways of bypassing them not requiring collusion between apps. This functionality is regularly used by apps with no malicious intent. Collusion between apps is an issue for all kinds of granted access, permissions, etc. and not specific to the INTERNET permission. If INTERNET permission is not blocked though, no collusion is required. Direct and indirect access Direct access only Direct access only Direct access only Direct access only No
Network-based location (without GNSS) Emulated default, or Play ServicesEmulated by default (redirect to GNSS-based location), can use sandboxed Google Play via toggles when installed microG location microG location microG location No Play Services
System-wide connection/tracker blocking Private DNS setting, or via VPN app Private DNS setting, or via VPN app iode-snort app, Private DNS, or VPN Private DNS setting, or via VPN app Private DNS setting, or via VPN app Private DNS setting, or via VPN app
E2E-encrypted phone backups Yes (Seedvault) Yes (Seedvault) Yes (Seedvault) Yes (Seedvault) Yes (Seedvault) Yes, but requires Google login
Notification forwarding from other user profiles Yes No No No No No
Duress PIN (to wipe device) Yes, see here No No No No No
Android Auto compatible Yes (sandboxed), see hereGrapheneOS has permission toggles to enable the user to provide the least amount of permissions necessary (e.g. wired Android Auto requires only USB access). No Yes, see here Yes, see here No Yes
Google Pay compatible No No No No No Yes

Degoogling (connections to Google) COLOURSLOGIC FOR COLOUR SCHEME:

RED
- connects to Google, no opt-out

LIGHT RED
- connects to Google by default but function can be turned off (no option of using another provider)

YELLOW
- function is off by default but can connect to Google if needed (no option of using another provider)

LIGHT GREEN
- connects to Google by default but can be changed to another provider

GREEN
- does not connect to Google by default but instead connects to the developer of the operating system (no third party needs to be trusted)
- multiple providers offered and user can decide
- no data shared with any provider

BLUE
- does not connect to Google by default but instead connects to another (non-Google) third party provider

WHITE
- function is not supported
eSIM activation Google eUICC w/o data sharingDisabled by default. Unlike the regular Google eUICC management app, it doesn't require Google Play and cannot share data with it. It doesn't communicate with Google servers unless the carrier is hosting with them, which would involve using their servers regardless. Google eUICC (preinstalled) Google eUICC (preinstalled) Google eUICC (preinstalled) Google eUICC (preinstalled) Google eUICC (preinstalled)
Provider for network-based location Emulated/GNSS default, or GoogleEmulated by default (redirect to GNSS-based location), can use sandboxed Google Play via toggles when installed microG location microG location microG location n/a Google
SUPL (for Assisted GNSS) GrapheneOS default, Google or none Google default, or none Google default, or none None default, or Google Google default, or none Google
PSDS - Google Pixel 6 and laterThe default server used depends on the GPS chipset, e.g. phones with Qualcomm chips (e.g. Snapdragon) connect to a Qualcomm server, while newer Google Pixels with Tensor chips connect to a Google server, and other phones with Broadcom GPS (e.g. Exynos) connect to a Broadcom server. Some ROMs override these settings.
Click here for details and which device information are sent.
GrapheneOS default, Google, or none Broadcom default, or none Broadcom default, or none None default, or Google Google default, or none Google
Connectivity check/captive portal GrapheneOS default, Google, or none Google (can be changed)can be changed with `adb` command Kuketz.de (can be changed)can be changed with `adb` command Murena.io (related to /e/) (can be changed)can be changed with `adb` command Google (can be changed)can be changed with `adb` command Google (can be changed)can be changed with `adb` command
DNS connectivity check GrapheneOS default, or Google Google Google Google Google Google
DNS server fallback Cloudflare Cloudflare Quad9 Quad9 Google Google
Network time GrapheneOS default, or none Google (can be changed)can be changed with `adb` command & carrier NTP.org (can be changed)Server pool with arbitrary providers, which can include Google-hosted servers or even malicious servers. NTP server can be changed with `adb` command. & carrier NTP.org (can be changed)Server pool with arbitrary providers, which can include Google-hosted servers or even malicious servers. NTP server can be changed with `adb` command. & carrier Google (can be changed)can be changed with `adb` command & carrier Google (can be changed)can be changed with `adb` command & carrier
Hardware attestation provisioning GrapheneOS default, or Google Google Google Google Google Google
DRM (Widevine) provisioning GrapheneOS default, or Google Google Google Google Google Google

Google Play Services
Implementation GmsCompat (sandboxed Google Play)GrapheneOS does not include Google Play as a preinstalled app, but it includes an open source compatibility layer for users who choose to use it. Users can alternatively install microG on GrapheneOS, albeit GrapheneOS does not support signature spoofing. Not all microG functionality requires signature spoofing, for example FCM works with microG without signatures spoofing to the extent it works without special privileges (e.g. microG needs to use a privileged API to wake apps and keep them awake for a short period of time to handle FCM messages). microG microG microG None by default. It's possible to install microG manually (LineageOS supports signature spoofing for microG since 2024). Alternatively, there are ROMs with microG preinstalled or one can add Google apps during the installation process, but this is not officially supported by LineageOS. Google Play Services
Optional? Yes (not preinstalled) Yes (preinstalled but opt-out) Yes (preinstalled but opt-out) No (preinstalled without opt-out) No (preinstalled without opt-out)
Runs in standard app sandbox? Yes NoRuns in the `priv_app` SELinux domain instead of `untrusted_app`, which gives it access to internal system APIs and data along with it being much less isolated. NoRuns in the `priv_app` SELinux domain instead of `untrusted_app`, which gives it access to internal system APIs and data along with it being much less isolated. NoRuns in the `priv_app` SELinux domain instead of `untrusted_app`, which gives it access to internal system APIs and data along with it being much less isolated. NoRuns in the `priv_app` SELinux domain instead of `untrusted_app`, which gives it access to internal system APIs and data along with it being much less isolated.
Can be limited to user or work profile? Yes Yes ? (TBC) ? (TBC) No
Signature spoofing needed/allowed? No Only for Google signature Allowed for any app & signatureClick here for details Allowed for any app & signatureClick here for details No
Push notifications via Google FCM? Yes Optional Optional Optional Yes
Google Play Integrity? Passes Basic Integrity only, see herePasses MEETS_BASIC_INTEGRITY but not MEETS_DEVICE_INTEGRITY or MEETS_STRONG_INTEGRITY which require a certification from Google. Passes Basic Integrity onlymicroG v0.3.6.244735, which is part of CalyxOS since 2024-12-31, passes MEETS_BASIC_INTEGRITY but not MEETS_DEVICE_INTEGRITY or MEETS_STRONG_INTEGRITY which require a certification from Google. No but basic integrity expected soonmicroG v0.3.6.244735, released on 2024-12-23, passes MEETS_BASIC_INTEGRITY, but the latest release of IodeOS was on 2024-12-18. This needs to be updated once microG is updated in IodeOS. No but basic integrity expected soonmicroG v0.3.6.244735, released on 2024-12-23, passes MEETS_BASIC_INTEGRITY, but the latest release of /e/ was on 2024-12-17. This needs to be updated once microG is updated in /e/. Yes

Privacy
Storage scopes Yes, see here No No No No No
Contact scopes Yes, see here No No No No No
Per-app sensor controls Yes, see here No No No No No
Per-connection DHCP state flushing Yes No No No No No
MAC address randomization Per connection, see here Per network Per network Per network Per network Per network
SUPL: IMSI or phone number sent? No No No No No Yes
PSDS: user agent sent?May include chipset serial number, device manufacturer and model, carrier, and Android version. Click here for details and which device information are sent. No Partially for Qualcomm chipsChipset serial number is stripped out but other less unique device information remain Partially for Qualcomm chipsChipset serial number is stripped out but other less unique device information remain Partially for Qualcomm chipsChipset serial number is stripped out but other less unique device information remain Partially for Qualcomm chipsChipset serial number is stripped out but other less unique device information remain for Qualcomm GPS chips
Closed cross-profile package leaks? Yes No No No No No
Closed device identifier leaks? Yes, see here No No No No No
Metadata stripping for screenshots Yes, see here Yes, see here No No No No
EXIF metadata stripping for photos Yes, see here No No Available as option No No
Tracking through Android Advertising ID? Not part of the systemif Play Services are installed by the user, the Advertising ID can be deleted in settings Randomized IDmicroG will generate a random advertising ID for each request Randomized IDmicroG will generate a random advertising ID for each requestRandomized IDmicroG will generate a random advertising ID for each request Not part of the systemif microG is installed by the user, it will generate a random Advertising ID for each request; if Play Services are installed by the user, the Advertising ID can be deleted in settings Yes, but can be deleted in settings

Security
Verified boot (if supported by device)? Yes, incl. system app updates Yes, but excl. system app updates Yes, but excl. system app updates w/ test keys; excl. system app updates No Yes, but excl. system app updates
Hardware-based security verification Yes, see here No No No No Some devices, see here
System app downgrade protection For updates and boot, with fs-verity For updates (incomplete) For updates (incomplete) For updates (incomplete) For updates (incomplete) For updates (incomplete)
Secure application spawning? Yes (exec) No No No No No
Hardened memory allocator? Yes No No No No No
Hardware memory tagging? Yes, if supported by device No No No No No
Hardened kernel? Yes, highest No No No No No
Hardened libc? Yes, highest No No No No No
Hardened webview? Yes (Vanadium) No No No No No
Hardened SELinux policy? Yes No No No No No
Android Runtime JITJust-In-Time compilation/profiling AOTAhead-Of-Time compilation w/o profiling Interpreter/JITJust-In-Time with profiling Interpreter/JITJust-In-Time with profiling Interpreter/JITJust-In-Time with profiling Interpreter/JITJust-In-Time with profiling Interpreter/JITJust-In-Time with profiling
Dynamic code loading prevention for appssee here for details System, opt-in for non-system apps None None None None None
Additional hardening Yes, see here No No No No No
Secure TLS for SUPL? TLSv1.2 TLSv1.1 or TLSv1.0 TLSv1.1 or TLSv1.0 TLSv1.1 or TLSv1.0 TLSv1.1 or TLSv1.0 TLSv1.1 or TLSv1.0
Fallback DNS server with DNSSEC? Yes Yes Nouses Quad9's unsecured endpoint (9.9.9.10) with provides no security blacklist and no DNSSEC Yes Yes Yes
Secure connection to network time server? HTTPS via GrapheneOS server NTP w/o NTS and carrier-based timeinsecure because cellular networks lack proper authentication NTP w/o NTS and carrier-based timeinsecure because cellular networks lack proper authentication NTP w/o NTS and carrier-based timeinsecure because cellular networks lack proper authentication NTP w/o NTS and carrier-based timeinsecure because cellular networks lack proper authentication NTP w/o NTS and carrier-based timeinsecure because cellular networks lack proper authentication
Can disable USB-C and pogo pins data?See here for details: [1], [2], [3] Default (while locked), see here No No No No No
Can disable USB-C charging?See here for details: [1], [2], [3] Opt-in (after boot), see here No No No No No
Can disable USB connections?See here for details: [1], [2], [3] Default (while locked), see hereHardware and software Default (while locked), software onlyIncomplete implementation. Can only disable high level software attack surface. Cannot disable USB until after early boot. Lacks a way to block new USB connections without ending existing connections. The mode for disabling USB connections while locked continues allowing new connections until existing connections end, including a connection through another method such as a pogo pins USB connection to a stand. ? (TBC - like Lineage or stock?) ? (TBC - like Lineage or stock?) Opt-in, software onlyIncomplete implementation. Can only disable high level software attack surface. Cannot disable USB until after early boot. Lacks a way to block new USB connections without ending existing connections. The mode for disabling USB connections while locked continues allowing new connections until existing connections end, including a connection through another method such as a pogo pins USB connection to a stand. Device admin APIRequires installing a device admin app like Sentry. Can only disable high level software attack surface. Cannot disable USB until after early boot. Lacks a way to block new USB connections without ending existing connections.
Auto-reboot timer for locked devices Yes Yes, with flaws (no proper BFU state)CalyxOS has a disabled-by-default port of an older GrapheneOS implementation of the auto-reboot feature, which was determined to not be as robust due to being able to bypass it by crashing `system_server`. It also lacks the memory clearing required to get the device properly back at rest for reboots. Therefore it can't return the device to a proper BFU (before first unlock) state like the GrapheneOS and iOS implementations. No No No No
2-factor fingerprint unlock Yes (fingerprint + PIN), see here No No No No No

Updates
Security update speed (AOSP subset of ASB)It doesn't include information on how the device-related patches in the 2nd half of each ASB (Android Security Bulletin) get shipped, if they do at all. It's also missing the fact that full security patches require the latest monthly/quarterly/yearly updates. Additionally, you need to keep up with the vendor's releases which means falling behind on quarterly or yearly releases results in missing many of the High/Critical severity patches for Pixels or another device launching the new quarterly/yearly version in a reasonable time. The issue is that this heavily varies by device. Pixels require the alternate OS to always keep up to ship updates. Some other device ship yearly updates quickly too. Devices not shipping the latest OS release make it harder for the alternate OS to do it but it is possible, especially if they don't build the vendor image, etc. If the vendor doesn't ship the releases, then the firmware/driver code used from them will be missing the patches. For example, Fairphone is consistently 1 or 2 months behind on the Android Security Bulletin patches so CalyxOS, LineageOS, etc. on it is at least that far behind at all times for the non-AOSP half of the ASB. This is one of the reasons why GrapheneOS currently only supports Google Pixel devices. Every other OEM doesn't ship the monthly/quarterly updates and typically has major delays for yearly updates. Most also do a bad job shipping the backported patches.
Click here for update speed data
Usually same day Days to weeks 2-4 weeks, sometimes longer 1-2 months, sometimes longer 1-2 weeks, sometimes longer Depends on phone vendor
Full patches on fully supported devicesRequires 1. being on the latest OS release (as Android doesn't backport all security patches), 2. shipping all the vendor code Several days Weeks to months Several to many months Many months to over a year Several to many months Depends on phone vendor
Partial security updates (ASB) after EoL datemissing most driver and firmware patches after the phone's end of life date until 5 years from launche.g. 2 years of extended support for 4th and 5th generation Pixels 1-3 years Several years Several years Several years By definition: No
Number of Android versions supportedOnly the latest major release of AOSP has full security patches. Most privacy fixes are in fact only included for the new OS versions, not in the security patches. The ASB patches patches rarely include fixes for permission model / sandbox flaws resulting in privacy leaks since they're given Moderate severity and often require invasive changes including potential compatibility breaks. Usually 1 Android version Usually 1 Android version Usually 1 Android version 2-3 Android versions Usually 3 Android versions Usually 3 Android versions
Webview update speedClick here for details <2 days <1 week, sometimes longer delays <2 weeks Several weeks/months <2 weeks Depends on phone vendor

Supported devices
Hardware requirementsHardware requirements
Asus* No No No Older devices only Older devices only Yes (ZenUI)
Fairphone No Yes Yes Yes Yes Yes
Google Yes Yes Yes Yes Yes Yes
Motorola No Yes Yes Yes Yes Yes
Oneplus No No Yes Older devices only Yes Yes (OxygenOS)
Samsung* No No Older devices only Older devices only Older devices only Yes (OneUI)
Sony No No Yes Older devices only Yes Yes
Xiaomi No No Older devices only Older devices only Yes Yes (HyperOS)
* these manufacturers don't support bootloader unlocking anymore for all or most of their new devices. "Older devices only" = no devices released since 2023.

Appendix: using different profiles in Android

It is possible to use different profiles to separate apps, files and other data from each other. From least to most separate from the main user profile, the options are: work profile, private space (since Android 15), and secondary users. Below is a comparison how they differ:

Work profile (with Shelter)Private spaceSecondary user profiles

Privacy & data access
File accessSeparate
Contact accessSeparate
Calendar storageSeparate
ClipboardShared with main profileSeparate
VPN connectionsSeparate
Saved WiFi & Bluetooth connectionsShared with main profile
Private DNS (in settings)Shared with main profile
System settingsincluding basic settings such as gestures vs buttons, light vs dark mode, sound etc.Mostly shared with main profileCompletely separate
Call and SMS historyCannot access calls & SMSOptional access ("turn on phone calls & SMS")
Communication with other appsLimited to other apps in same profile
See which other apps are installedLimited to other apps in same profile

Convenience
Profile can run in background?Yes
Profile can auto-start after reboot?YesNo (need to unlock profile first)
Clone apps from/to main profileYes, both ways (via Shelter)NoGrapheneOS only, from main to secondary
Can use biometrics in apps?YesOnly if separate biometrics are set up for this profile

Integration with main profile
Quick switch between apps from different profiles?Yes, apps appear in main profile's recent app listNo, need to switch active user
Integration in file manager as storage locationYes (via Shelter)No
Share files across profiles via "Share" menuYesNo
Can add app shortcut to (main profile's) home screen?YesNo
Can add widgets to (main profile's) home screen?No
Can show app notifications in main profile?Yes; same as notifications from apps running in main profileYes; no notification content, just app name shownGrapheneOS only & optional for each profile; no notification content, just app name shown

Protection & security
PIN & biometricsCan use same as main profile or set up a separate authenticationNeeds to be set up separately but can also use none ("skip")
Need to enter PIN/fingerprint to unlock profileOnly if separate work profile PIN was set upYes (can be after rebooting or after turning screen off)Optional (only if a PIN was set up for the profile)
After unlocking profile, need to enter PIN/fingerprint to start appsNoYes, after turning screen offNo
Profile session can be shut down or paused?Yes