Commissioned Research
Top 10 Best Disk Image Software of 2026

GITNUXSOFTWARE REVIEW

Storage, Moving & Relocation

Top 10 Best Disk Image Software of 2026

A factual roundup of disk image software options and tradeoffs for system backup and cloning, including tools like R-Drive Image.

21 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page. This does not influence our reviews. Editorial policy

Disk image software matters when systems must return to a known state after failure, ransomware, or hardware changes. This comparison frames the key tradeoff between image-based recovery, cloning fidelity, and operational fit for Windows administrators, including MiniTool ShadowMaker-focused choices for personal backup and IT provisioning.

Paragon Hard Disk Manager is the best choice for administrators who need repeatable, partition-aware restores because its image mounting lets you inspect contents before you execute partition-level recovery, while R-Drive Image fits Windows disaster-recovery testing thanks to its sector-by-sector capture and image verification.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

Paragon Hard Disk Manager

Image mounting for pre-restore inspection pairs recovery planning with offline content checks.

Best for: Fits when administrators need repeatable partition-aware system restores with mounted image inspection.

2

R-Drive Image

Editor pick

Sector-by-sector capture plus verification for validating boot-critical data before restoration.

Best for: Fits when Windows admins need reliable image creation and restore workflows for disaster recovery testing.

3

Rescuezilla

Editor pick

Image mounting and verification are integrated into the recovery workflow to validate images before writing them back.

Best for: Fits when onsite operators need guided disk imaging and restoration without scripting automation.

Comparison Table

1
9.5/10
Overall
2
vertical specialist
8.7/10
Overall
3
vertical specialist
8.6/10
Overall
4
8.4/10
Overall
5
enterprise
8.2/10
Overall
6
7.7/10
Overall
7
7.4/10
Overall
8
enterprise
7.0/10
Overall
9
vertical specialist
6.9/10
Overall
10
6.5/10
Overall
#1

Paragon Hard Disk Manager

SMB

Disk management software with imaging, cloning, partitioning, and migration functions.

9.5/10
Overall
Features9.5/10
Ease of Use9.5/10
Value9.5/10
Standout feature

Image mounting for pre-restore inspection pairs recovery planning with offline content checks.

Paragon Hard Disk Manager is structured around disk and partition operations plus image-based recovery, so it supports moving from a failed boot to a working system through image restore. Bootable recovery media generation is a central part of the workflow, which helps when restoring after OS corruption or drive replacement. Image mounting enables offline browsing of image contents, which supports validation steps like checking partitions and files before committing to a restore.

A tradeoff appears in the form of a more administrator-oriented interface than minimal imaging utilities, which increases planning time for partition layout and target mapping. Paragon fits best when a team needs to clone or image systems with multiple partitions and then restore to the same or near-similar disk geometry for fast recovery testing.

Pros
  • +Bootable recovery media creation supports off-OS restores and repair cycles
  • +Image mounting helps verify contents before executing partition-level restores
  • +Partition-aware restore options help map images to target disk layouts
  • +Disk and partition management tools reduce the need for separate utilities
Cons
  • –Restores across dissimilar disk layouts require more planning than simple cloning
  • –Advanced workflows depend on understanding partition structure and target mapping
Use scenarios
  • IT admins for endpoint recovery

    Restore corrupted Windows systems

    Faster, safer recovery decisions

  • MSP technicians managing client fleets

    Clone multi-partition client disks

    Consistent fleet imaging

Show 1 more scenario
  • Data center operators running maintenance windows

    Test restores during change rollout

    Reduced downtime risk

    Generate bootable media to rehearse restores and validate image structure via mounting.

Best for: Fits when administrators need repeatable partition-aware system restores with mounted image inspection.

#2

R-Drive Image

vertical specialist

Disk imaging software for Windows systems, drive cloning, and disaster recovery.

8.7/10
Overall
Features8.7/10
Ease of Use8.7/10
Value8.7/10
Standout feature

Sector-by-sector capture plus verification for validating boot-critical data before restoration.

R-Drive Image focuses on disk imaging and disk cloning for Windows systems with a workflow built around creating and restoring image files. It supports sector-by-sector capture to preserve boot records, partitions, and filesystem structures when restoring to the same or similar hardware.

Restoration can use verification and mounting-like workflows for inspecting image contents before writing back. Administrative workflows are oriented around scripted backups, consistent job settings, and controlled creation and restoration of images.

Pros
  • +Sector-by-sector imaging preserves partition layout and boot-critical sectors
  • +Image verification checks integrity of created images before restoration
  • +Job-based scheduling supports repeatable backup and restore workflows
  • +Disk cloning supports faster migrations than full image restore in some cases
Cons
  • –Best results depend on careful storage layout and capacity planning
  • –Automation relies on Windows job setup rather than an explicit API surface
  • –Incremental and differential workflows are less central than full image capture
  • –Cross-platform recovery workflows are limited by Windows-focused operation
Use scenarios
  • Recovery technicians and admins

    Capture images from unreadable disk sectors

    More recoverable information preserved

  • Small business and home users

    Run recurring disk and partition backups

    System recovery points available

Show 2 more scenarios
  • IT operations and lab admins

    Duplicate workstations with consistent layouts

    Consistent workstation deployments

    Creates and restores repeatable disk images so multiple targets get the same partition and filesystem structure.

  • Windows administrators and users

    Mount an image to retrieve files

    Files retrieved without full restore

    Mounts or verifies image contents so selected files can be recovered without writing a full restore.

Best for: Fits when Windows admins need reliable image creation and restore workflows for disaster recovery testing.

#3

Rescuezilla

vertical specialist

Graphical disk imaging and recovery utility compatible with Clonezilla images.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Image mounting and verification are integrated into the recovery workflow to validate images before writing them back.

Rescuezilla centers its workflow around creating bootable recovery media, then using a GUI to collect disk and partition data into image files or clone targets. The session supports common image formats for compatibility with recovery workflows and downstream tools, plus a verification step to reduce silent corruption risks. Restoration flows include selecting the target disk or partition layout before applying the saved image.

A key tradeoff is that the GUI workflow is best suited to interactive recovery rather than fully automated imaging at scale. Rescuezilla fits scenarios like lab cloning, drive-to-drive replacements, and incident response where an operator needs predictable controls without scripting.

For operators who need strict governance or enterprise-grade automation, Rescuezilla provides limited integration depth compared with products that expose APIs, centralized policies, or audit logging.

Pros
  • +GUI-first imaging workflow reduces operator mistakes during recovery
  • +Image verification helps catch corruption before restoration
  • +Image mounting supports browse and file-level recovery checks
  • +Bootable recovery media enables offline imaging without OS installs
Cons
  • –Automation and orchestration are limited to interactive sessions
  • –No enterprise RBAC controls or centralized policy management
  • –Advanced storage targets can require extra operator steps
  • –Forensic-grade workflows need additional tooling beyond built-in options
Use scenarios
  • IT technicians

    Recover failed systems quickly

    Faster system return to service

  • Small IT teams

    Clone drives for replacements

    Consistent replacements across devices

Show 2 more scenarios
  • Incident responders

    Validate image integrity after acquisition

    Lower risk of bad restores

    Responders run image verification and mount images to confirm expected contents before restoration.

  • Lab administrators

    Maintain consistent test environments

    Repeatable test system baselines

    Lab administrators capture and restore images to reset test machines to a known state.

Best for: Fits when onsite operators need guided disk imaging and restoration without scripting automation.

#4

MiniTool ShadowMaker

SMB

Windows backup software with system imaging, disk cloning, synchronization, and recovery media.

8.4/10
Overall
Features8.4/10
Ease of Use8.3/10
Value8.5/10
Standout feature

Incremental image chains with built-in validation to reduce re-imaging time while keeping backup correctness checks.

MiniTool ShadowMaker is strongest when a system image needs to be captured and reapplied with minimal steps, including validation during the backup cycle. The restore path supports bringing an image back to the original disk layout or selected partitions, which helps when drives are replaced. Recovery media creation supports offline boot scenarios, including environments where Windows cannot start. This makes the tool practical for system rebuilds after hardware swaps or failed OS updates.

Pros
  • +Image verification runs with the backup job flow
  • +Bootable recovery media creation supports offline restore
  • +Incremental image capture reduces repeated backup size
  • +Partition-focused restore supports targeted recovery
Cons
  • –Limited automation and API surface for enterprise orchestration
  • –Fewer governance controls than server-grade backup platforms
Use scenarios
  • IT support teams

    Recover failed workstations

    Faster rebuild after outages

  • MSP technicians

    Disaster recovery testing

    Lower recovery test risk

Show 1 more scenario
  • Device fleet admins

    Post-update rollback

    Reduced downtime per device

    Take periodic system images and roll back individual partitions when updates break devices.

Best for: Fits when technicians need repeatable system-image capture and offline restore without scripting.

#5

Clonezilla

enterprise

Open-source disk cloning and imaging software for individual systems and deployment environments.

8.2/10
Overall
Features8.2/10
Ease of Use8.2/10
Value8.2/10
Standout feature

Image mounting and verification support helps validate captured images and extract data without immediately restoring a full system.

Clonezilla creates disk images and supports disk cloning with bootable recovery media for systems that need offline, hardware-independent capture. It emphasizes low-level capture workflows using a wizard-led interface on the target machine, with options for compression, encryption, and restoring partitions from the image.

Pros
  • +Bootable imaging workflow that runs without installing an OS agent
  • +Supports partition-level restore from captured disk images
  • +Provides image verification and mounting for post-capture checks
  • +Encryption options help protect image files at rest
Cons
  • –Incremental and differential imaging are limited compared with enterprise backup tools
  • –Restoration control requires careful selection of target disks and partitions
  • –Automation and API integration are minimal outside scripting the media workflow
  • –Resizing behavior needs planning to avoid alignment and filesystem issues
Use scenarios
  • Systems deployment teams

    Capture a prepared disk, then redeploy

    Consistent system images

  • Backup and compliance operations

    Validate images before relying on them

    Higher confidence in recovery media

Show 2 more scenarios
  • Workshop and lab support teams

    Provision identical disks on removable drives

    Bit-for-bit media copies

    Duplicates controlled disk images across USB or other removable devices for repeatable provisioning tasks.

  • IT technicians and desktop admins

    Migrate an operating system to new storage

    Replacement drive mirrors source

    Clones or images an entire drive to replicate the source system and partition structure on a replacement drive.

Best for: Fits when imaging and cloning must run offline for bare-metal recovery and repeat lab deployments.

#6

EaseUS Todo Backup

SMB

Windows and macOS backup software with disk imaging, cloning, and recovery features.

7.7/10
Overall
Features7.7/10
Ease of Use7.7/10
Value7.7/10
Standout feature

Bootable recovery media paired with image mounting for selective restore after verifying backup contents.

EaseUS Todo Backup focuses on disk image workflows that blend system-image creation with practical restore testing. It supports incremental and differential image chains so recurring backups do not require full rewrites every run.

Pros
  • +Incremental and differential image chains reduce redundant full image creation
  • +Image mounting supports browsing and restoring selected contents
  • +Bootable recovery media accelerates bare-metal recovery scenarios
  • +Disk cloning covers both whole disk and partition level moves
Cons
  • –Automation and API surface are limited for scripted provisioning across fleets
  • –Restore options are less granular than tools built around forensic acquisition workflows
  • –Large multi-volume layouts can require careful selection during restore
  • –Verification and integrity reporting is less detailed than sector-level imaging tools
Use scenarios
  • Small business administrators

    Schedule disk images for PCs and small servers

    Image-based recovery points available

  • PC technicians and owners

    Clone systems to replacement or upgraded storage

    System moves to new storage

Show 2 more scenarios
  • Users and IT support technicians

    Recover a single file from an image

    Selected files recovered

    Mounts images to retrieve selected files without restoring an entire system volume.

  • Technicians and backup operators

    Verify backups and cloned disks

    Unusable results detected early

    Runs verification steps on cloned disks and backup images to spot unusable results earlier.

Best for: Fits when small teams want guided system images, periodic increments, and practical restore media for disaster recovery testing.

#7

Acronis Cyber Protect Home Office

SMB

Consumer backup software that creates full disk images and supports recovery to different hardware.

7.4/10
Overall
Features7.4/10
Ease of Use7.4/10
Value7.4/10
Standout feature

Built-in recovery media creation tied to the same backup task configuration.

Acronis Cyber Protect Home Office creates and restores disk and partition images with built-in recovery media creation for offline disaster scenarios. Its core workflow centers on bare-metal backup, plus image mounting and restoration options for selective recovery without booting the full system.

Pros
  • +Bare-metal recovery media builder supports offline restore workflows
  • +Image mounting enables file-level access from backup images
  • +Scheduling and retention policies reduce manual cleanup of old images
  • +Task-based console keeps imaging and recovery actions in one place
Cons
  • –Image creation and restore flows are slower than single-purpose cloning tools
  • –Advanced imaging options require deeper configuration in the protection task settings
  • –Recovery testing depends on managing restore media and boot order
  • –Mount and restore operations add steps versus direct partition image utilities
Use scenarios
  • Home IT users and small businesses

    Clone or restore an image to SSD storage

    System moved to replacement storage

  • Home users and small-office admins

    Rebuild a computer after drive failure

    Working system restored

Show 2 more scenarios
  • Home users and office administrators

    Browse images to recover specific documents

    Specific documents recovered

    Browses or mounts backup images to retrieve selected files without restoring the entire computer.

  • Home users and small businesses

    Rollback after unstable updates or installs

    System returns to working state

    Restores an earlier image set to return the computer to a known working state after changes break stability.

Best for: Fits when home users want controlled imaging, offline restore media, and task-based recovery testing.

#8

FOG Project

enterprise

Open-source network imaging platform for deploying and managing computer disk images.

7.0/10
Overall
Features7.0/10
Ease of Use7.0/10
Value7.0/10
Standout feature

Central server scheduling and task-driven imaging over PXE lets administrators run consistent, repeatable deployments at scale.

FOG Project performs automated disk imaging from a PXE boot environment into reusable image tasks managed by a central server. It supports cloning and image restoration workflows through scripted imaging services rather than single-host USB tooling.

Pros
  • +PXE-driven mass imaging with server-managed task orchestration
  • +Centralized task configuration for consistent cloning and restores
  • +Image repository supports repeatable redeployments across endpoints
  • +Boot environment can be served remotely for staged deployments
Cons
  • –Requires PXE infrastructure setup and network boot troubleshooting
  • –Advanced workflows depend on careful server and client configuration
  • –Operational safety relies on disciplined job planning
  • –On-prem deployments tend to need ongoing maintenance of imaging services
Use scenarios
  • SMB and enterprise IT administrators

    Clone workstations through network tasks

    Centralized cloning at scale

  • IT support and infrastructure teams

    Restore failed endpoints with stored images

    Bare-metal recovery faster

Show 2 more scenarios
  • Endpoint management teams

    Deploy a reference OS to endpoint groups

    Faster deployment waves

    Captures a reference system and deploys it to groups for consistent OS deployment waves.

  • Systems administrators

    Rebuild servers with scripted restore steps

    Repeatable rebuild configuration

    Applies stored images and scripted configuration during rebuilds for structured server recovery workflows.

Best for: Fits when IT teams deploy and restore many bare-metal systems using PXE-managed imaging workflows.

#9

DiskGenius

vertical specialist

Windows disk utility with partition imaging, cloning, recovery, and data management features.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Image mounting plus repair tools in the same workflow lets technicians inspect recovered content before committing to restoration.

DiskGenius combines disk image creation with a long list of recovery and partition-management tools in a single Windows utility. It supports block-level copying and can build and restore common image formats while also letting images be mounted for file-level browsing.

Pros
  • +Integrated partition repair, cloning, and imaging workflows in one app
  • +Image mounting supports file browsing without full restore cycles
  • +Sector-level style copy workflows help preserve low-level disk data
  • +Format handling covers common image and virtual disk use cases
Cons
  • –Automation and scripting coverage is thin compared with CLI-first imaging tools
  • –Large-image performance can lag on slower disks and older CPUs
  • –Governance controls like RBAC and audit logs are not designed for IT departments
  • –Recovery-oriented UI choices can slow down repeat imaging runs
Use scenarios
  • Recovery operators and incident responders

    Mount images and copy selected files

    Targeted files extracted

  • IT technicians and PC repair professionals

    Image or clone while skipping unreadable sectors

    More readable data preserved

Show 2 more scenarios
  • IT technicians and small business admins

    Wipe disks or partitions with overwrite checks

    Wipe completed with checks

    Erases storage using overwrite patterns and can verify sector reads to confirm write failures.

  • Windows support technicians

    Repair MBR and boot-sector structures

    Improved disk boot access

    Inspects and repairs MBR entries and boot-sector structures when a Windows system cannot start or mount volumes.

Best for: Fits when technicians need both disk cloning or imaging and hands-on partition recovery in one workstation tool.

#10

AOMEI Backupper

SMB

Windows backup software for system images, disk cloning, partition backups, and synchronization.

6.5/10
Overall
Features6.5/10
Ease of Use6.5/10
Value6.5/10
Standout feature

Bootable recovery media with a guided restore wizard that supports restoring an image when Windows cannot start.

AOMEI Backupper is a Windows disk imaging tool focused on creating bootable recovery media and restoring system and partition backups with a guided workflow. It supports sector-by-sector disk imaging and common restore paths such as mounting images for file-level recovery and restoring bare-metal to dissimilar hardware.

Pros
  • +Bootable recovery media builder supports offline system restore workflows
  • +Sector-by-sector disk imaging option helps when data layout fidelity matters
  • +Image mounting enables selective file recovery without a full restore
  • +Image verification and integrity checks reduce silent corruption risk
Cons
  • –Thin automation surface for scheduled cloning across fleets without scripting
  • –Incremental and differential options add complexity to retention management
  • –For dissimilar hardware restores, driver preparation can be manual
  • –Image formats and compatibility paths can require validation per target restore
Use scenarios
  • Windows users and PC technicians

    Migrate to an SSD with partition resize

    Migrated installation on SSD

  • Power users and administrators

    Rollback after risky update or config changes

    Rollback to known state

Show 2 more scenarios
  • Windows administrators and lab operators

    Verify image and clone integrity

    Corruption found before recovery

    Runs verification and checksum checks to identify potentially corrupted images before using them for recovery.

  • Home users and small-office admins

    Restore a failing Windows computer offline

    Offline recovery path available

    Creates system images and bootable rescue media to recover after boot failure or OS corruption.

Best for: Fits when teams need repeatable offline disaster recovery for Windows systems and occasional partition-level recovery.

Conclusion

After evaluating 10 disk image software, Paragon Hard Disk Manager stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
Paragon Hard Disk Manager

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Disk Image Software

Which tools support repeatable incremental image workflows for recurring backups?
MiniTool ShadowMaker supports incremental image chains and pairs the workflow with image verification to reduce re-imaging time. EaseUS Todo Backup also supports incremental and differential chains, with bootable recovery media to validate and apply backups after verifying contents.
How does image verification work when writing an image back to a disk?
R-Drive Image focuses on sector-by-sector capture and verification aligned to boot-critical data, so verification runs before restoration. Rescuezilla integrates image verification into its guided recovery flow and also offers image mounting for pre-write validation.
When does a sector-by-sector workflow matter more than a file-based approach?
R-Drive Image uses sector-by-sector capture to preserve boot records, partitions, and filesystem structures during restore to the same or similar hardware. AOMEI Backupper also supports sector-by-sector disk imaging and adds verification options to reduce unusable-image outcomes.
What breaks if an administrator restores to a different disk size or mismatched partition layout?
Paragon Hard Disk Manager includes configuration around layout handling and target fit, which reduces failure modes when restores land on different disk geometry. Tools that default to narrow restore assumptions can still restore, but partitions may need manual adjustment when the layout does not match.
Where does image mounting fit into a recovery workflow for selective inspection?
Rescuezilla provides image mounting inside the recovery workflow, letting operators browse verified contents before writing to a target disk. DiskGenius also supports mounting images for file-level browsing alongside block-level copy and partition recovery tools.
Which tools generate bootable recovery media for offline restoration when Windows will not start?
MiniTool ShadowMaker builds recovery media as part of its image capture and restore workflow for offline recovery. Paragon Hard Disk Manager and AOMEI Backupper both support bootable recovery media so administrators can restore system images when Windows cannot start.
How does PXE-based imaging change operations compared with USB-based cloning tools?
FOG Project runs imaging from a PXE boot environment and centralizes image tasks on a server, so endpoint provisioning becomes policy-driven. That workflow contrasts with single-host USB imaging tools like Rescuezilla, which are centered on local disk selection and direct cloning on the operator’s machine.
What tradeoff appears when choosing a guided, visual imaging workflow over a scripted or centralized approach?
Rescuezilla prioritizes a guided visual process with integrated selection controls for drives and partitions, which reduces operator setup time for one-off imaging. FOG Project trades that simplicity for centralized task scheduling and repeatable imaging across many endpoints using server-managed policies.
When is disk cloning enough, and when does a system image restore with offline boot media become necessary?
Clonezilla can handle local disk cloning and image restoration offline using bootable recovery media when hardware access is direct and repeat lab deployments are the goal. Acronis Cyber Protect Home Office adds bare-metal backup plus recovery media creation tied to backup task configuration, which supports controlled offline recovery testing and selective restoration.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Disk Image Software

The differences we see in disk image software usually show up in how reliably it captures and restores data, how well it verifies integrity, and whether it automates repeatable backups via API and scheduling. Pay attention to Restore reliability, Image verification, and API-based automation—those are the practical switches that change outcomes.

Restore success across hardware states

Why it matters

Restore reliability decides whether the image actually boots and recovers applications after changed drives, controller mode, or moved partitions. If it fails here, verification won’t matter.

How to check

Ask for a demo restore into a test machine with a different disk size and one partition layout change. Confirm you can boot the restored system and that drivers/boot configuration are handled or guided, not left as manual guesswork.

Post-capture verification and checks

Why it matters

Image verification protects you from silent capture problems and storage corruption. In disk image workflows, “finished” should include evidence it’s readable and intact.

How to check

Look for verification options that run after capture (not just a UI checkbox). Run a small capture, then intentionally interrupt or corrupt a stored image and confirm the tool detects the issue and reports it clearly.

API and scheduling for unattended jobs

Why it matters

API-based automation and scheduling reduce human error and make disk image software fit recurring workflows. It also helps you integrate job start/stop with your operational change windows.

How to check

Ask whether you can create jobs via API, including selecting source, destination, retention behavior, and restore/test workflows. In a demo, schedule a recurring capture, then change a setting via API and confirm the next run uses it.

Deduplication and compression behavior

Why it matters

Storage efficiency controls affect both throughput and how predictable your archive growth will be. When compression/deduplication behaves unexpectedly, jobs slow down and restores can become inconsistent.

How to check

Request a small benchmark on realistic data types (OS files plus large media or databases). Compare job duration and archive size with each major setting on/off, and check whether the tool reports throughput and any deduplication statistics per run.

Granular restore without full reimage

Why it matters

Granular restore options can cut recovery time when you only need one file or folder after an incident. Disk image software that forces full restores increases downtime even if the image is correct.

How to check

During a demo, restore a single file or directory from an existing image without rebuilding the whole system. Ask how it behaves with encrypted images and whether it supports restoring to a different path or location safely.

Red flags

  • Restore success depends on a perfect match of target hardware and partition layout
  • Verification is superficial or missing offline checks after capture
  • Unattended jobs cannot be configured and controlled predictably via API and scheduling

Fit by situation

  • If you need dependable recovery after hardware or partition changes, prioritize Restore success across hardware states.
  • If you want evidence that captures are usable months later, prioritize Post-capture verification and checks.
  • If your backups must run consistently without operators, prioritize API and scheduling for unattended jobs.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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