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Top 10 Best Cisco Configuration Backup Software of 2026

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Top 10 Best Cisco Configuration Backup Software of 2026

Compare cisco configuration backup software options for network teams, with tradeoffs for taking Cisco config snapshots and managing retention.

20 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

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also 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 rankings. Editorial policy

This comparison targets network analysts and operators who manage Cisco switches and routers and need reliable configuration archives, fast rollback, and traceable change history. The decision tradeoff centers on how each platform models configuration data, automates backups through integration and API workflows, and supports restore and compliance reporting for change windows and incident recovery.

Auvik is the best pick for SMB network teams that need ongoing Cisco config history because discovery-driven archival keeps backup targets current as the inventory changes, whereas BackBox is a strong alternative for enterprises that want scheduled SSH-based archives with diff and config-delta viewing built into the workflow.

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

Auvik

Discovery-driven configuration archival keeps backup targets current as Cisco inventory changes.

Best for: Fits when teams need ongoing Cisco config history tied to discovery and diff-based change review.

2

BackBox

Editor pick

BackBox’s revision comparison and config-delta viewing is built into the backup workflow, not a separate reporting step.

Best for: Fits when teams need scheduled SSH-based Cisco configuration archives with reviewable change history and diff views.

3

ManageEngine Network Configuration Manager

Editor pick

Built-in config change detection that ties stored archives to human-readable diff outputs for drift triage.

Best for: Fits when network teams need repeatable scheduled Cisco config backups with diff-based change review.

Comparison Table

1
AuvikBest overall
SMB
9.1/10
Overall
2
enterprise
8.9/10
Overall
3
8.6/10
Overall
4
8.3/10
Overall
5
8.0/10
Overall
6
7.7/10
Overall
7
7.6/10
Overall
8
7.1/10
Overall
9
enterprise
6.8/10
Overall
10
6.6/10
Overall
#1

Auvik

SMB

Cloud network management platform with automated device backups and configuration visibility.

9.1/10
Overall
Features9.1/10
Ease of Use9.1/10
Value9.1/10
Standout feature

Discovery-driven configuration archival keeps backup targets current as Cisco inventory changes.

Auvik collects Cisco running-config snapshots on a schedule and preserves historical versions for later comparison and rollback planning. It also maintains an inventory model based on live discovery, which reduces the manual work needed to keep the backup scope synchronized with device lifecycle changes. Engineers can review configuration changes through diff views and can tie those changes back to the specific device context Auvik learned during discovery.

Auvik's tradeoff is that reliable capture depends on device reachability and credentials that support the required polling methods, so edge networks with limited management access need extra planning. Auvik fits best in networks where configuration capture is paired with ongoing inventory updates and where teams want audit-style review of configuration deltas rather than one-off exports. A common usage situation is a change-management workflow where teams review diffs after deployment, alert on unexpected drift, and then retain configuration archives for incident reconstruction.

Pros
  • +Discovery-linked backup scope keeps Cisco targets aligned with live inventory
  • +Configuration archive supports diff review across historical snapshots
  • +Automation via API enables scripted reporting and backup validation checks
  • +Alerting turns unexpected changes into actionable operational signals
Cons
  • –Credential and reachability requirements can slow onboarding for segmented sites
  • –High-volume change review needs disciplined tagging and device grouping
Use scenarios
  • Network operations teams

    Track Cisco config drift after change windows

    Fewer drift surprises

  • Compliance and audit teams

    Retain configuration history for reviews

    Faster evidence assembly

Show 2 more scenarios
  • Automation-focused engineers

    Schedule and verify backup coverage via API

    More reliable controls

    Scripts can pull inventory and backup status to enforce operational checks across sites.

  • Multi-site network managers

    Maintain consistent Cisco backup scope

    Lower operational overhead

    Discovery updates reduce manual rework when new Cisco devices enter or leave the network.

Best for: Fits when teams need ongoing Cisco config history tied to discovery and diff-based change review.

#2

BackBox

enterprise

Network and security device backup automation platform for configuration management and recovery.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

BackBox’s revision comparison and config-delta viewing is built into the backup workflow, not a separate reporting step.

BackBox is used to pull Cisco device configurations on a schedule or via polling, then store them as a configuration archive for later review. It supports running-config backups over SSH with credential handling for device access and uses repeatable polling patterns to capture changes over time.

BackBox keeps backups organized by device and target group so operators can see where configuration drift appears and compare revisions. Built-in diff and change-focused viewing reduces the work needed to review config delta before rollback or remediation.

Pros
  • +Device targeting by groups keeps Cisco fleet backups organized
  • +SSH polling with credential management reduces manual per-device work
  • +Config diffs help review changes without exporting everything
  • +Retention-focused configuration archive supports longer-term history
Cons
  • –Event-driven backup is limited compared with reactive approaches
  • –Credential governance and role separation need deliberate setup
  • –Coverage for non-standard Cisco access paths can require tuning
  • –Large fleets may need polling schedule discipline to avoid load
Use scenarios
  • Network operations teams

    Run recurring Cisco running-config backups

    Historical configs for recovery

  • Network operations and security analysts

    Compare configs to find drift

    Faster config-difference reviews

Show 2 more scenarios
  • Network automation engineers

    Verify rollout changes across device groups

    More consistent updates

    BackBox supports staged change workflows that keep backups linked to device groups for review.

  • IT auditors and infrastructure managers

    Produce configuration audit reports

    Traceable audit evidence

    BackBox turns configuration snapshots into device and network-area reports tied to archived history.

Best for: Fits when teams need scheduled SSH-based Cisco configuration archives with reviewable change history and diff views.

#3

ManageEngine Network Configuration Manager

enterprise

Configuration backup, change tracking, compliance, and firmware workflow management for network devices.

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

Built-in config change detection that ties stored archives to human-readable diff outputs for drift triage.

ManageEngine Network Configuration Manager centralizes Cisco configuration backup and change monitoring through scheduled device polling and stored configuration archives. It captures configuration snapshots over SSH and supports network reachability via standard transport options used by enterprise network management tools.

The tool then runs config diff and change notifications so teams can trace when a running configuration diverges from a baseline. Administrators also get inventory-driven device targeting to scope backups and reporting across network segments.

Pros
  • +Config diff views support fast review of changes between stored snapshots
  • +Device inventory-driven targeting reduces backup scope mistakes across large estates
  • +Change alerting supports operational workflows for config drift triage
  • +Configuration archives support retention-based governance for rollback planning
Cons
  • –SSH polling configuration and credential handling require careful upfront setup
  • –Event-driven backup coverage is limited compared with tools that react to triggers
  • –Large-scale polling schedules can increase device load if intervals are not tuned
  • –Automation and API access for custom pipelines is weaker than Git-backed workflows
Use scenarios
  • Network operations teams

    Schedule Cisco config backups over SSH

    A maintained config repository

  • Network administrators

    Detect divergence from a baseline

    Clear change attribution

Show 2 more scenarios
  • Infrastructure managers

    Target backups by device inventory

    Focused backup coverage

    Administrators scope scheduled polling and reporting by inventory-driven device targeting.

  • Change management teams

    Confirm config outcomes after changes

    Reduced change uncertainty

    Teams use diffs and notifications to validate that observed states match expected outcomes.

Best for: Fits when network teams need repeatable scheduled Cisco config backups with diff-based change review.

#4

SolarWinds Network Configuration Manager

enterprise

Network configuration backup and change management for Cisco and other network devices.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Configuration diff and rollback workflow uses archived snapshots rather than ad hoc downloads during incidents.

Network Configuration Manager collects configurations through credentialed access and can run on a recurring schedule to capture updates without manual SCP or TFTP operations. It keeps a configuration archive and produces configuration diffs so operators can identify what changed between polls, then link those diffs to the device inventory it maintains. RBAC in the product supports role-based access to viewing, configuration actions, and administrative functions so backup data does not become a broad-access artifact.

Pros
  • +Scheduled config polling with archived snapshots for running-config and startup-config
  • +Configuration diffing speeds change review for specific devices and time windows
  • +RBAC controls limit who can view archives and execute rollback actions
  • +Central device inventory ties configuration history to managed endpoints
Cons
  • –Operational governance needs planning for credential access, retention, and rollback approvals
  • –Advanced automation requires more scripting around exported artifacts
  • –Large fleets can raise polling workload that needs tuning to avoid collection gaps
Use scenarios
  • Network operations teams

    Weekly Cisco change verification

    Faster change validation

  • IT compliance teams

    Evidence for configuration history

    Audit-ready change records

Show 1 more scenario
  • Network engineers

    Rollback after failed changes

    Reduced downtime

    Operators can restore from archived snapshots when a change breaks routing or access policies.

Best for: Fits when network teams need recurring Cisco configuration archives with diffs and controlled rollback actions.

#5

rConfig

SMB

Network device configuration backup and change management software with Cisco device support.

8.0/10
Overall
Features8.0/10
Ease of Use8.0/10
Value8.0/10
Standout feature

Git-oriented configuration archive output that pairs each backup with diff artifacts for review workflows.

rConfig is a good fit when Cisco backups need repeatable automation and an auditable configuration repository. It organizes exports as configuration archive snapshots, then generates diffs to highlight changes between polls. The workflow is designed around device targeting and repository history, which helps when multiple sites must be kept in sync.

Pros
  • +Scheduled SSH polling produces repeatable Cisco configuration snapshots
  • +Repository history supports straightforward config diff and review
  • +Device targeting keeps backup scope controlled across sites
  • +Change visibility through diff artifacts reduces manual inspection
Cons
  • –Higher polling frequency increases connection load
  • –Operational success depends on clean inventory and credential discipline
  • –Event-driven triggers are not the primary workflow
Use scenarios
  • Network operations teams

    Daily Cisco running-config backups

    Faster incident and change triage

  • Compliance and audit teams

    Periodic configuration archive evidence

    Stronger audit trail

Show 1 more scenario
  • Managed service providers

    Multi-site device credential workflows

    Lower operational variance

    Uses inventory-driven targeting to standardize polling across customer environments.

Best for: Fits when teams need scheduled Cisco backups with Git-style history and diff-based change review.

#6

Unimus

SMB

Network configuration backup and change management software for routers, switches, firewalls, and other devices.

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

Group-based targeting plus diff-first change review workflow for many devices with minimal manual triage.

Unimus is a Cisco configuration backup tool focused on automated retrieval and storage of device configs into a configuration repository.

Pros
  • +Scheduled SSH polling with config diff output for quick change review
  • +Device group targeting reduces repetitive per-switch configuration
  • +Configuration archive supports retention-oriented workflows over time
  • +Role-based access supports separating backup operations from review
Cons
  • –Event-driven backup support is limited compared with polling-first designs
  • –Large device counts require careful tuning of credential and poll intervals
  • –Rollback automation is not built into every change-review workflow
  • –Extensibility relies on defined integrations rather than full custom hooks
Use scenarios
  • Network operations teams

    Archive Cisco configs on a schedule

    Centralized historical repository

  • Network governance and compliance teams

    Review compliance against required baselines

    Structured deviation visibility

Show 2 more scenarios
  • Network deployment teams

    Support staged Cisco rollout workflows

    More consistent rollouts

    Unimus coordinates staged configuration pushes with records and review-ready history before and after changes.

  • Security operations teams

    Identify unauthorized configuration modifications

    Drift investigation support

    Unimus compares scheduled snapshots with approved or prior states to surface unexpected modifications.

Best for: Fits when network teams need scheduled Cisco config polling with diffs and archive retention.

#7

EMCO Network Inventory

SMB

Windows-based network inventory software that includes collection and backup of device configurations from network equipment.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Inventory-linked configuration archive records backups against managed device identities for clearer change tracking.

EMCO Network Inventory can perform scheduled Cisco configuration backups by polling devices over SSH and exporting configuration files into a managed configuration repository. The product also builds and maintains a network device inventory that ties backup records to device identity, which helps when teams group devices for configuration review and rollback workflows.

Pros
  • +Scheduled configuration polling with SSH-based collection across Cisco fleets
  • +Configuration archive ties snapshots to a maintained inventory record
  • +Built-in config diff and snapshot comparison for change identification
  • +RBAC-style administration supports controlled access to backups
Cons
  • –Setup requires careful device grouping and credential mapping
  • –Backups depend on reachability and polling reliability for device reach
  • –Multi-protocol targeting can require additional integration work
  • –Automation and API extensibility are not as documented as top competitors
Use scenarios
  • Network operations teams

    Poll Cisco devices and store configs

    Backups with retention

  • Network administrators

    Tie backup history to device identity

    Faster device-level traceability

Show 2 more scenarios
  • Security and governance teams

    Audit configuration changes over time

    Audit-ready configuration history

    Built-in comparison and archive retention support auditing how stored snapshots changed across intervals.

  • IT administrators

    Limit access to stored credentials and archives

    Tighter access control

    The product provides RBAC-style administration and credential handling to control who can access backup materials.

Best for: Fits when teams need inventory-linked Cisco config backups with periodic snapshot comparison and archive retention.

#8

LAN-Secure Configuration Center

SMB

Configuration management software for routers, switches, and firewalls with automated backup and restore workflows.

7.1/10
Overall
Features7.1/10
Ease of Use7.1/10
Value7.1/10
Standout feature

Device-targeted archive retention with role-based access controls tied to backup and viewing workflows.

LAN-Secure Configuration Center centralizes Cisco configuration backups with credential-aware collection workflows and a retained configuration archive. The system supports scheduled polling and change-focused exports into a configuration repository designed for later diff and review.

Pros
  • +Central configuration archive with searchable device grouping
  • +Credential-aware backup jobs reduce manual collection steps
  • +Config diff and change review workflows stay inside one UI
  • +Access controls limit who can view or act on archived configs
Cons
  • –Cisco-first workflow can require extra work for heterogeneous vendors
  • –Event-driven backup depth is thinner than scheduled polling coverage
  • –Backup job tuning takes governance discipline to avoid noisy history
  • –Integrations for downstream Git workflows are less direct than generic exporters
Use scenarios
  • Network operations teams

    Run scheduled Cisco config polling

    Consistent configuration snapshots

  • Network governance teams

    Control access to archived configurations

    Reduced archive exposure

Show 2 more scenarios
  • Change management teams

    Review diffs after configuration updates

    Quicker post-change verification

    Backups flow into a repository designed for later diff and review during change validation steps.

  • Compliance and audit teams

    Maintain auditable configuration history

    Auditable configuration timeline

    LAN-Secure centralizes running-config snapshots into a review-ready history to support auditable change records.

Best for: Fits when network teams want controlled Cisco config snapshotting and in-console diff review for change governance.

#9

NetBrain

enterprise

Network automation and visibility platform that includes configuration assessment and backup-related operational workflows.

6.8/10
Overall
Features6.8/10
Ease of Use6.8/10
Value6.8/10
Standout feature

Inventory-aware configuration collection that ties exported snapshots to NetBrain’s network model for faster change triage.

NetBrain focuses on network discovery and visual operations, then ties that live model to configuration backup and change tracking workflows. Scheduled polling, interactive device reachability tests, and automated config exports support both periodic snapshots and investigation-driven collection.

Pros
  • +Topology and device model context improves navigation during config reviews
  • +Config exports link to reachability tests and troubleshooting workflows
  • +Change comparison workflows reduce time spent finding config deltas
  • +Credential handling supports multi-device scheduled collection workflows
Cons
  • –Initial setup requires careful credential and device inventory alignment
  • –Cisco configuration workflows can involve more moving parts than basic polling tools
Use scenarios
  • Network administrators

    Review archived Cisco states with context

    Better incident context

  • Change managers

    Validate expected conditions using workflows

    Consistent validation checks

Show 2 more scenarios
  • NOC analysts

    Trace outages using dependency-aware paths

    Faster fault isolation

    NOC analysts use topology views and guided workflows to trace outages across devices and links.

  • Network engineering and operations

    Turn recurring troubleshooting into runbooks

    Standardized troubleshooting

    Network teams reuse diagnostic procedures as workflows connected to live topology context and config tracking outputs.

Best for: Fits when network teams need configuration backups integrated with topology-based investigation and change review.

#10

Cisco Prime Infrastructure

enterprise

Cisco network management platform that includes configuration archive, template deployment, and device administration features.

6.6/10
Overall
Features6.6/10
Ease of Use6.5/10
Value6.7/10
Standout feature

Configuration archive workflow in Prime Infrastructure links collected snapshots to device inventory, job runs, and diff views.

Cisco Prime Infrastructure is a network management suite that includes configuration archive and change-tracking workflows for Cisco estates. It can collect running configuration from managed devices using scheduled polling and uses its archive to support configuration rollback planning and audit-style comparisons.

Pros
  • +Archive-centered workflows tie configuration copies to device inventory and job history
  • +Supports scheduled polling for configuration capture rather than only ad hoc exports
  • +Built-in comparison views help produce config diffs tied to collected snapshots
  • +Role-based access and managed job execution reduce backup sprawl
Cons
  • –Heavier deployment footprint compared with purpose-built config backup products
  • –Best results depend on Prime collecting device configurations reliably at scheduled intervals
  • –Multi-vendor coverage is weaker than tools built around broad NETCONF or RESTCONF polling
  • –Operational overhead grows as device counts and polling jobs scale
Use scenarios
  • Network administrators

    Run scheduled config backups as managed jobs

    Backups run as scheduled tasks

  • Change management teams

    Compare configs for audit-style reviews

    Clear audit comparisons

Show 2 more scenarios
  • Network operations teams

    Plan rollback using archived history

    Rollback planning support

    Teams use the configuration archive to support rollback planning with references to previous configuration states.

  • IT administrators

    Control backup access with role-based permissions

    Role-controlled operations

    Prime Infrastructure uses Prime user roles and job scheduling so configuration backups run under controlled operational permissions.

Best for: Fits when Cisco-focused network teams need managed configuration archive with job history and change comparisons.

Conclusion

After evaluating 10 cisco configuration backup software, Auvik 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
Auvik

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 Cisco Configuration Backup Software

How do Auvik and rConfig handle scheduled polling for Cisco running-config backups?
Auvik polls Cisco devices over SSH and stores snapshots in a searchable configuration archive tied to its discovery model. rConfig also performs scheduled SSH polling and writes running-config and startup-config into a Git-backed configuration archive with diff artifacts for review.
Which tool provides a configuration diff workflow linked to device inventory context for Cisco change triage?
NetBrain builds configuration backup workflows around a live device inventory and topology context, then exports configs into its archive for investigation-driven comparison. EMCO Network Inventory links configuration backup records to a managed device identity, which improves traceability when reviewing differences over time.
When should config rollback be planned from archived snapshots instead of manual downloads?
SolarWinds Network Configuration Manager supports configuration rollback directly from archived snapshots, which supports incident response and audit follow-up with repeatable restore paths. Cisco Prime Infrastructure also uses its archive and diff views to plan rollback actions as managed jobs tied to device inventory and job history.
How do ManageEngine Network Configuration Manager and BackBox present config drift between runs?
ManageEngine Network Configuration Manager runs config diff and produces change notifications that administrators use to trace divergence from a baseline. BackBox includes revision comparison and config-delta viewing inside the backup workflow so operators review deltas before rollback or remediation.
Which products support configuration backup workflows that fit RBAC and audit-style review in a console?
LAN-Secure Configuration Center controls access to archived configs and operational actions using role-based access features tied to backup and viewing workflows. EMCO Network Inventory applies RBAC-style administration to limit access to device access material and backup archives while maintaining inventory-linked records for comparison.
How do integrations and APIs differ between Auvik and SolarWinds Network Configuration Manager for automating backup validation?
Auvik exposes integration and API surfaces that help automate backup validation and operational guardrails across multi-vendor environments. SolarWinds Network Configuration Manager emphasizes consistency through integration with the SolarWinds ecosystem, which keeps reporting and workflow automation aligned with SolarWinds operations.
What breaks if credentials handling and access controls are not governed for scheduled Cisco backups?
LAN-Secure Configuration Center can restrict who accesses archived configs and viewing actions, so weak credential governance creates gaps in audit trails and review. Unimus relies on controlled device targeting and access control workflows for large inventories, so mis-scoped credentials can lead to missed backups or diffs that do not cover intended device groups.
How does rConfig’s Git-backed archive change the data model compared with a file-based configuration repository approach?
rConfig stores Cisco configuration backups into a structured Git-oriented archive and pairs each backup with diff artifacts, which makes change history behave like a versioned repository. SolarWinds Network Configuration Manager organizes backups into an archive-grade configuration repository with diffing and rollback from snapshots, which centers workflows on archived restore actions rather than Git-style history.
Which option is best when configuration backups must be tied to topology-aware troubleshooting and where changes occurred?
NetBrain fits topology-based investigations because it ties the configuration archive to its device inventory and topology context before comparison. Auvik fits teams that need backup targets to stay aligned with live inventory because discovery-driven archival keeps the backup set current as Cisco inventory changes.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Cisco Configuration Backup Software

We separate options by how they handle configuration backup correctness over time, not by the UI. Look hardest at schedule and trigger control, then at credential and device targeting so the right running configuration gets captured from the right devices.

Backup trigger control

Why it matters

Backup trigger control affects whether changes get captured when they happen and whether you get duplicates or missed windows. For configuration backups, timing determines audit value.

How to check

In a demo, ask for both timed backups and change-based options, and show how each behaves during an intentional config change. Run a short pilot and confirm you can explain the exact reason a backup occurred.

Device targeting scope

Why it matters

Device targeting scope matters because incomplete coverage undermines your configuration history. Good tools let us target groups and verify what was actually included.

How to check

Show how the tool selects devices for a run using groups, tags, or inventory filters. Then export or view a run report listing which devices were included and which failed.

Credential and RBAC controls

Why it matters

Credential and RBAC controls determine who can run backups and who can view stored outputs. Mis-scoped permissions can create audit gaps or operational risk.

How to check

Ask to see RBAC roles for backup execution and read access to saved configurations. For credentials, verify how the tool supports per-device or per-role access and what audit log records.

Transport and command handling

Why it matters

Transport and command handling affects whether the tool can reach devices reliably and capture the full configuration. Edge cases like timeouts or partial outputs show up as broken backups.

How to check

During the demo, simulate one failed session and one slow device, then show how the tool reports the error and retries. Confirm the tool records connection method details and whether the captured output is complete.

Restore and comparison workflow

Why it matters

Restore and comparison workflow impacts how quickly we can recover after a bad change. Without clear comparison and restore steps, backups become storage instead of protection.

How to check

Ask for a sample restore from a previous backup and show what it compares against. Confirm you can identify the exact version and restore target, with validation steps or clear failure messages.

Retention and integrity checks

Why it matters

Retention and integrity checks affect whether history stays usable and whether backups are trustworthy. If outputs expire too soon or integrity signals are missing, investigations stall.

How to check

Review retention controls for how many versions or how long they persist, and show deletion behavior. Then check whether the tool flags incomplete captures (for example, truncated output) and how that is surfaced in reports.

Red flags

  • Backups happen without a clear reason you can trace
  • Run reports don’t list which devices were included and failed
  • Restore requires guesswork because version identification is unclear

Fit by situation

  • If we must capture config changes during business hours with minimal gaps, prioritize Backup trigger control.
  • If we manage many sites and want coverage to be provable per group, prioritize Device targeting scope.
  • If we need rapid recovery after a bad change, prioritize Restore and comparison workflow.
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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