Commissioned Research
Top 10 Best Cloud Hotel Management Software of 2026

GITNUXSOFTWARE REVIEW

Tourism Hospitality

Top 10 Best Cloud Hotel Management Software of 2026

Compare cloud hotel management software options for hotel teams, including RMS Cloud, WebRezPro, and Hotelogix, with key tradeoffs.

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 our reviews. Editorial policy

Cloud hotel management software centralizes reservations, room inventory, guest profiles, and front desk workflows on a shared data model so teams can automate operational handoffs. This comparison helps operators and technical evaluators weigh integration depth, API and provisioning patterns, RBAC and audit logging, and reporting fit when selecting platforms that must handle live throughput and changing booking channels.

RMS Cloud is the best pick for portfolio operators that want consistent room-status and housekeeping workflows tied to reservations because its configurable operational sequences keep front-desk and housekeeping actions in sync, whereas WebRezPro fits multi-property front-desk teams that need role-based control and an audit trail when bookings change.

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

RMS Cloud

Configurable room-status and housekeeping workflows run as connected operational sequences, not detached task lists.

Best for: Fits when a portfolio needs consistent room-status and housekeeping workflows tied to reservations.

2

WebRezPro

Editor pick

Role-based access plus audit trail coverage that records booking edits across front-desk and reservation workflows.

Best for: Fits when multi-property front-desk teams need controlled workflows and consistent reservation-to-room updates.

3

Hotelogix

Editor pick

Automation around reservation-to-arrival and room-status workflow supports consistent front-desk throughput.

Best for: Fits when operators need operational workflow automation plus integration depth for bookings and inventory alignment.

Comparison Table

1
RMS CloudBest overall
vertical specialist
9.1/10
Overall
2
8.7/10
Overall
3
8.6/10
Overall
4
vertical specialist
8.5/10
Overall
5
enterprise
8.2/10
Overall
6
7.9/10
Overall
7
7.5/10
Overall
8
7.0/10
Overall
9
6.8/10
Overall
10
6.7/10
Overall
#1

RMS Cloud

vertical specialist

RMS Cloud supports property management, reservations, payments, and operations for accommodation businesses.

9.1/10
Overall
Features9.1/10
Ease of Use9.0/10
Value9.2/10
Standout feature

Configurable room-status and housekeeping workflows run as connected operational sequences, not detached task lists.

RMS Cloud is built for hotel operators managing multiple properties who need one place for booking, check-in workflows, and room readiness tasks. Operational control is driven through configurable room-status workflows and housekeeping task assignment rules tied to stay and folio context. The system also supports group and reservation workflows that feed front-desk and operational views without manual re-keying.

A practical tradeoff is that workflow accuracy depends on correct room-type and rate-plan mapping across properties, which adds setup time during onboarding and later changes. RMS Cloud is a good fit when an operator wants to standardize room-status handling and task progression across a portfolio while keeping channel connectivity and reservation intake centralized.

Pros
  • +Multi-property workflow controls reduce duplicated front-desk procedures
  • +Room-status and housekeeping tasks stay linked to stay and folio context
  • +Reservation changes propagate into operational views without separate re-entry
  • +Integration points support channel connectivity and reporting data handoff
Cons
  • –Accurate room-type and rate-plan mapping is required for clean inventory sync
  • –Deep configuration takes time when standardizing workflows across properties
Use scenarios
  • Hotel operations managers

    Track room readiness across shifts

    Fewer late room turn overs

  • Front-desk supervisors

    Handle multi-property reservation edits

    Faster incident resolution

Show 1 more scenario
  • Revenue operations teams

    Standardize rate-plan behavior

    Cleaner availability reporting

    Rate-plan and room-type mapping supports consistent inventory behavior across properties.

Best for: Fits when a portfolio needs consistent room-status and housekeeping workflows tied to reservations.

#2

WebRezPro

SMB

WebRezPro supplies cloud property management software for hotels, resorts, and specialty lodging.

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

Role-based access plus audit trail coverage that records booking edits across front-desk and reservation workflows.

WebRezPro is geared for hotel operators that need a cloud hotel property management system with multi-property coordination, where reservation actions and room status updates stay consistent. Reservation workflows tie into guest profile management so check-in, modifications, and folio-related steps reflect the same booking source of truth. Admin control includes RBAC for staff access boundaries and an audit trail that records key edits to reservations and operational records.

A tradeoff appears in change-control overhead, because role design and workflow settings need deliberate configuration to keep front-desk and reservations staff aligned. WebRezPro fits best for operators running multiple properties that must support recurring booking changes and room status updates while maintaining controlled access for reservations teams and night staff.

Pros
  • +Multi-property workflows keep reservation edits and room status synchronized
  • +RBAC limits staff actions across reservations, arrivals, and operational modules
  • +Audit trail records key booking and operational changes for traceability
  • +Automation reduces manual re-entry between front-desk updates and inventory
Cons
  • –Workflow configuration requires careful ownership to avoid staff mismatches
  • –Some operational edge cases depend on proper room-type and mapping setup
  • –Complex channel behavior may require operational playbooks for support
  • –Reporting depth can lag behind operators needing deep custom analytics
Use scenarios
  • Multi-property hotel operations teams

    Coordinating reservations and room status changes

    Fewer inconsistencies at handoffs

  • Front desk managers

    Tracking modifications and approvals

    Faster issue resolution

Show 2 more scenarios
  • Reservations staff

    Managing group and booking edits

    Lower risk of accidental changes

    Controlled access helps limit who can alter booking details during peak periods.

  • IT and system administrators

    Governed integrations for availability updates

    More predictable operations

    RBAC and operational logs support controlled administration when syncing availability and rates.

Best for: Fits when multi-property front-desk teams need controlled workflows and consistent reservation-to-room updates.

#3

Hotelogix

SMB

Hotelogix offers cloud hotel PMS functions for reservations, front desk, housekeeping, and reporting.

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

Automation around reservation-to-arrival and room-status workflow supports consistent front-desk throughput.

Hotelogix is positioned as a cloud property management system that connects reservations handling to front-desk processing and operational reporting inside a single working record for each stay. The software supports common hospitality workflows such as booking capture, check-in and check-out operations, folio updates, and room-status driven handoffs between front desk and room readiness teams.

A key tradeoff appears in integration-heavy deployments where channel inventory mapping and room-to-rate-plan alignment require deliberate configuration across connected systems. Hotelogix fits best when automation needs cover recurring operational steps like reservation-to-arrival processing and room status updates, not just manual front-desk data entry.

Pros
  • +End-to-end stay workflow ties reservations to folio updates
  • +Room-status driven operations reduce handoff gaps
  • +Automation supports repeatable front-desk processing steps
  • +Integration options help coordinate distribution and inventory
Cons
  • –Room and rate mapping needs careful setup for accuracy
  • –Complex multi-channel scenarios can increase operational testing effort
Use scenarios
  • Front-office operations teams

    Handle arrivals and folio updates

    Fewer manual steps per stay

  • Hotel revenue teams

    Coordinate rates across distribution

    More reliable rate visibility

Show 1 more scenario
  • Multi-property operators

    Standardize room readiness workflows

    More predictable room turnover

    Centralized operational visibility supports consistent room-status handling across properties.

Best for: Fits when operators need operational workflow automation plus integration depth for bookings and inventory alignment.

#4

Cloudbeds

vertical specialist

Cloudbeds combines hotel property management, booking, payments, and channel distribution.

8.5/10
Overall
Features8.5/10
Ease of Use8.5/10
Value8.5/10
Standout feature

Room-status workflow links housekeeping and front-desk actions through a shared operational state, reducing reconciliation between departments.

Cloudbeds suits hotel operators that need a cloud-native PMS core with multi-property support and direct channel connectivity. It covers reservations to folio management, front-desk workflows, housekeeping status, and billing handoffs with POS and payment integrations.

Pros
  • +Multi-property workflows support centralized settings and consistent operations
  • +Two-way availability and rate synchronization reduces manual inventory correction
  • +Housekeeping and room-status workflow ties into front-desk check-in operations
  • +Extensibility enables integration with hospitality systems via documented interfaces
Cons
  • –Room-type and rate-plan mapping requires disciplined setup for clean channel sync
  • –Automation depth depends on integration build choices and partner connections
Use scenarios
  • Multi-property hotel operators

    Coordinate stays across multiple properties

    Consistent processes across locations

  • Revenue and distribution teams

    Control inventory and rate updates

    Fewer allocation discrepancies

Show 2 more scenarios
  • Independent hotels and operators

    Manage direct bookings with shared context

    Coordinated direct and channel workflow

    Operators accept direct reservations with a booking engine while keeping inventory and reservation context aligned to operations.

  • Front-desk and reception teams

    Run folios from unified reservation records

    Less handoff work daily

    Teams manage check-in, checkout, room assignments, and folios from shared operational reservation data.

Best for: Fits when multi-property hotels need cloud PMS workflows plus dependable channel synchronization and integration extensibility.

#5

Stayntouch

enterprise

Stayntouch delivers cloud hotel property management with front desk, guest, and reporting tools.

8.2/10
Overall
Features8.2/10
Ease of Use8.1/10
Value8.3/10
Standout feature

Front-desk to housekeeping room-status workflow designed for fast, consistent room state updates across properties.

Stayntouch is a cloud hotel management system built around front-desk, housekeeping, and operator workflows for single and multi-property groups. Core capabilities include room-status and folio workflows, guest profile handling, and integrations for rate and availability connectivity.

Pros
  • +Strong room-status workflow that reduces desk to housekeeping handoff gaps
  • +Clear folio operations with practical front-desk transaction flows
  • +Integration path for availability and rate connectivity with common booking channels
  • +Admin controls support consistent operations across multiple properties
Cons
  • –Some advanced automation needs careful configuration before it matches real SOPs
  • –Limited visibility into deeper revenue management controls compared with RMS-first stacks
Use scenarios
  • Hotel reservation and front-office teams

    Connect reservation changes to operations

    Reservation activity stays connected

  • Motel managers and night auditors

    Run repeatable daily close workflows

    Repeatable closing workflow

Show 2 more scenarios
  • Hotels adopting contactless service

    Enable mobile check-in and kiosks

    More self-service arrival options

    Properties run mobile check-in, kiosks, messaging, and key-related workflows for guest arrival and support.

  • Hotel and resort front-desk teams

    Handle arrivals on tablets

    Fewer workstation handoffs

    Staff use tablet workflows for check-in, check-out, room changes, payments, and other arrival or departure tasks.

Best for: Fits when hotel groups need strong operational workflows with integration-friendly connectivity to channels and reservation systems.

#6

innRoad

SMB

innRoad provides cloud PMS, booking, channel management, and guest marketing for hotels.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Night audit workflow that ties posting finalization to room-status outcomes for end-of-day operational control.

innRoad is a cloud hotel management system focused on workflow and property operations. It supports core front-desk functions like folio management, room-status updates, and night audit processes for daily closing.

Pros
  • +Strong front-desk workflow coverage from arrival through nightly close
  • +Inventory synchronization supports two-way updates with channel and distribution partners
  • +Folio management keeps charges, payments, and postings connected during stay changes
  • +Audit trail records operational changes across reservations and folios
Cons
  • –Room-type and rate-plan mapping effort can be heavy for complex property catalogs
  • –Multi-property setup can require disciplined configuration to keep statuses consistent
Use scenarios
  • Multi-property hotel operators

    Standardize processes across properties

    More consistent operations

  • Front-office and finance operations staff

    Complete end-of-day folio tasks

    More traceable daily postings

Show 2 more scenarios
  • Independent hotels and lodging marketers

    Sell direct online reservations

    Direct reservations follow rules

    Operators publish room availability, rates, policies, and stay restrictions through a guest-facing booking engine.

  • Hotel front-desk teams

    Manage stay changes from one workflow

    More consistent stays through checkout

    Teams manage arrivals, departures, room assignments, guest details, and folio activity from connected front-desk workflows.

Best for: Fits when mid-size hotel groups need reliable front-desk operations plus controlled channel sync.

#7

Preno

SMB

Preno offers cloud hotel management, reservations, housekeeping, reporting, and channel tools.

7.5/10
Overall
Features7.5/10
Ease of Use7.5/10
Value7.5/10
Standout feature

Workflow-driven room-status and housekeeping coordination using configurable operational rules.

Preno acts as a cloud property management system centered on multi-property hotel operations. It coordinates front-desk workflows with reservation and folio handling, then pushes room-status updates into housekeeping tasks.

Pros
  • +Configurable room-status and housekeeping workflows reduce manual coordination
  • +Multi-property operations stay organized with consistent property-level settings
  • +Audit-oriented admin views help track operational changes across workflows
  • +Operational rules automate routine front-desk handoffs
Cons
  • –Channel connectivity coverage needs validation against specific OTA workflows
  • –Deep customization of edge-case workflows can require governance discipline
  • –Reporting depth for revenue workflows may lag specialized RMS tools
  • –Integration breadth depends heavily on supported booking and payments paths
Use scenarios
  • Property managers and guest-service teams

    Maintain guest records through stays

    More consistent guest information

  • Independent hotel and lodging operators

    Accept direct reservations with availability

    Connected booking to execution

Show 2 more scenarios
  • Hotel owners and operations managers

    Review occupancy and daily activity

    Shared view of current activity

    Managers view occupancy, arrivals, reservation activity, and room status as part of daily operational monitoring.

  • Hotel administrators and property managers

    Reconcile stay finances from folios

    Less manual reconciliation

    Teams use folios, invoicing, payment records, and reconciliation workflows to support back-office processing.

Best for: Fits when multi-property teams need configurable front-desk and housekeeping workflows with admin governance.

#8

Amenitiz

SMB

Amenitiz combines property management, direct booking, channel management, and payments for hotels.

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

Room-status workflow that links front-desk updates to housekeeping outcomes without rebuilding processes per property.

Amenitiz handles reservation processing, front-desk operations, and guest folio management in a single operational workspace.

Pros
  • +Reservation to front-desk workflow reduces manual handoffs
  • +Channel integration supports two-way availability updates
  • +Folio management supports consolidated guest billing views
  • +Role-based access limits staff exposure to restricted actions
Cons
  • –Some advanced automation needs careful configuration to match workflows
  • –Room-type and rate-plan mapping can become complex across channels
Use scenarios
  • Hotels with restaurant venues

    Coordinate lodging and dining schedules

    Fewer team handoffs

  • Independent hotel front desks

    Run reservation workflows across shifts

    More consistent shift handling

Show 2 more scenarios
  • Hotels seeking more direct bookings

    Centralize direct booking and policies

    Centralized direct booking process

    Operators run direct booking flows with branded checkout, availability controls, confirmations, and booking policies.

  • Serviced apartment operators

    Manage unit availability for long stays

    Unified longer-stay operations

    Operators manage unit availability, extended stays, guest documents, housekeeping, and maintenance follow-up.

Best for: Fits when mid-market operators need connected reservations and front-desk operations with controlled staff access.

#9

Little Hotelier

SMB

Little Hotelier provides simple PMS, booking, channel management, and payment tools for small properties.

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

Housekeeping status and room workflow updates connect directly back into the operational room allocation process.

Little Hotelier is a cloud hotel management system built for small and independent properties that need front-desk and back-office coordination in one place. It covers guest profiles, room allocations, housekeeping status tracking, and folio-style billing workflows while keeping operations focused on day-to-day arrivals and departures.

Pros
  • +Housekeeping workflow tracks room states and task progress in a single operational view
  • +Guest profile history stays tied to reservations and folio billing activities
  • +Room and rate configuration supports practical mapping for common property setups
  • +Front-desk workflows reduce manual handoffs during arrival and departure cycles
Cons
  • –Multi-property management depth is limited versus enterprise cloud PMS suites
  • –Advanced reporting and analytics granularity can be narrower for complex portfolios
Use scenarios
  • Independent hotels selling online

    Synchronize inventory and rates across channels

    Less repetitive channel work

  • Small hotel and B&B front desks

    Manage bookings and room assignments

    Consistent view of stays

Show 2 more scenarios
  • Lean boutique property teams

    Organize daily operations by room readiness

    Fewer cross-checks

    Teams use room status, arrival, and departure views to coordinate daily workflows with fewer cross-checks.

  • Owners and managers of small stays

    Review occupancy and performance

    Basic visibility into trends

    Operators use occupancy and performance information for routine decisions about the property.

Best for: Fits when a small hotel needs a configurable cloud PMS plus housekeeping coordination without enterprise complexity.

#10

Oracle OPERA Cloud

enterprise

OPERA Cloud manages reservations, rooms, guests, rates, and hotel operations through Oracle Cloud.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

OPERA Cloud’s night audit and folio processing workflows are designed to run as a controlled end-of-day operational cycle for hotel teams.

Oracle OPERA Cloud focuses on hotel operations built around Oracle’s established OPERA workflow set, including front desk, housekeeping, and reservations within one cloud suite. The system supports multi-property setups with centralized configuration for rate and inventory logic, plus extensibility through hospitality APIs for external integrations.

Pros
  • +End-to-end hotel workflows across front desk and housekeeping under one operational model
  • +Multi-property configuration supports consistent operational behavior across locations
  • +Role-based access and audit trails support governance for daily operations
  • +Hospitality API surface supports integration with booking, payments, and third-party systems
Cons
  • –Room-status workflows can require disciplined configuration to match local operating rules
  • –Some extended capabilities depend on integrations and partner add-ons for breadth
Use scenarios
  • Hotel operations teams

    Run front desk and housekeeping together

    Unified hotel workflows

  • Multi-property operators

    Centralize rate and inventory configuration

    Consistent selling rules

Show 2 more scenarios
  • IT and integration teams

    Connect external hospitality systems

    Extensible system integrations

    Teams integrate external systems using hospitality APIs for connectivity beyond core modules.

  • Property governance teams

    Maintain audit trails and access control

    Better operational governance

    Teams use role-based access and audit trails to govern tasks across teams and properties.

Best for: Fits when standardized OPERA workflows and governance controls matter more than quick setup.

Conclusion

After evaluating 10 cloud hotel management software, RMS Cloud 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
RMS Cloud

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 Cloud Hotel Management Software

How do cloud hotel management systems keep front-desk, reservations, and room status aligned without manual re-entry?
Hotelogix uses automation around reservation-to-arrival timing and room-status workflow to keep front-desk updates consistent with operational state. innRoad also ties its night audit workflow to room-status outcomes, which helps close daily records without separate reconciliation.
Which tools support multi-property operations with centralized configuration while still running property-level workflows?
RMS Cloud supports multi-property configuration so portfolio standards apply while each property runs its room-status and housekeeping task flows. Cloudbeds adds centralized configuration for shared room types and rate plans, and it links housekeeping state back into front-desk and billing handoffs.
How do integrations and APIs affect channel manager connectivity for availability and rate synchronization?
Cloudbeds provides a defined extensibility surface for hospitality API use cases and supports direct channel connectivity for inventory and rate updates. Oracle OPERA Cloud also exposes extensibility through hospitality APIs so external channel and payment ecosystems can integrate into OPERA Cloud workflows.
When an integration needs data exchange for reservations and operational events, what integration surface should be evaluated first?
Stayntouch prioritizes documented integrations for automation that connects hotel processes to external systems and structured data exchange. Amenitiz focuses on hospitality API and room-status workflow event connections so front-desk actions feed housekeeping outcomes through its integrated task flows.
How is access controlled for different roles across front-desk, housekeeping, and reservations workflows?
WebRezPro uses role-based access plus operational audit trail coverage across front-desk and reservation workflows. Oracle OPERA Cloud includes role-based access and audit trails designed for governance across teams and properties, especially in workflow-based operational cycles like night audit.
What audit logging covers booking and operational changes in these cloud systems?
WebRezPro’s standout is audit trail coverage that records booking edits across front-desk and reservation workflows. innRoad also includes an audit trail for key changes across stays and reservations, with governance oriented around daily operational tasks.
What breaks if a team does not plan data migration around the system’s room-type, rate-plan, and room-status data model?
Cloudbeds Centralized configuration depends on consistent room types and rate plans, so mismatched mappings can cause incorrect inventory and billing handoffs even if front-desk screens look correct. Little Hotelier also relies on structured configuration for room, rate, and booking rules, so migration gaps can produce incorrect room allocation and housekeeping status tracking.
How do nightly close and folio processing workflows differ across popular options?
innRoad centers end-of-day control with a night audit workflow that ties posting finalization to room-status outcomes. Oracle OPERA Cloud runs a controlled end-of-day cycle with night audit and folio processing workflows built into its OPERA workflow set.
Where does extensibility matter most for teams that need custom automation between operational events and external systems?
RMS Cloud targets extensibility by using an integration surface that connects external channels and reporting systems through defined operational triggers. Preno also uses configurable workflows and operational rules to reduce manual handoffs, which makes it fit when custom automation must enforce room-status and housekeeping coordination consistently.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Cloud Hotel Management Software

Cloud options differ most in how deeply they automate core hotel workflows and how far their integration depth reaches across your booking, operations, and data. We focus on integration breadth via each data model and the control depth you get through admin and governance controls.

API coverage for rates and availability

Why it matters

When API coverage for rates and availability is broad, we avoid manual re-entry and rate mismatches across channels. For cloud hotel management software, this often determines whether automation reduces errors or just shifts work elsewhere.

How to check

In a demo, ask what the system supports for automated two-way updates between availability, rates, and stays. Request a sample integration spec or a sandbox workflow that shows how the system handles changes during the day.

Room, rate, and mapping transparency

Why it matters

Room, rate, and mapping transparency matters because channel and internal naming rarely match perfectly. Clear mapping reduces operational friction when you change room types, rate plans, or restrictions.

How to check

Look for a mapping screen that shows source-to-destination rules and how conflicts are resolved. Ask the team to walk through one scenario: a new room type and a changed rate plan, and how the system propagates both.

Automation rules for operational status changes

Why it matters

Automation rules for operational status changes help keep guest-facing timelines consistent, especially when occupancy changes quickly. In this category, the difference is whether status updates are configurable or rely on manual edits.

How to check

Ask to see configurable triggers for room status and task creation during a typical workflow (arrival, departure, modification). Confirm what happens when a status update is delayed or corrected and whether the system logs the outcome.

RBAC and audit log traceability

Why it matters

RBAC and audit log traceability are what let us run day-to-day operations without losing control over sensitive changes. This is a practical divider between “it works” and “we can manage changes safely.”

How to check

Check role permissions for front desk, housekeeping, and managers, then verify whether each role can view or edit booking-critical fields. In the audit log, pick a sample change (like rate or guest record field) and confirm you can trace who changed what and when.

Extensibility for custom fields and workflows

Why it matters

Extensibility for custom fields and workflows helps keep your internal processes without breaking integrations. It matters most when you need extra data points for operations, reporting, or partner requirements.

How to check

Request a live example of adding a custom field or workflow step and see how it appears across relevant screens and exports. Ask how the system handles that field in integrations—what’s sent, what’s stored, and what’s editable.

Red flags

  • Rate and availability updates require manual re-entry or spreadsheet work
  • Mappings are hidden or “auto” without showing rules and conflict handling
  • Audit activity is incomplete, hard to search, or missing key change details

Fit by situation

  • If our team connects multiple channels and needs consistent pricing, prioritize API coverage for rates and availability.
  • If we often add room types or adjust rate plans, prioritize room, rate, and mapping transparency.
  • If we correct operational statuses during busy shifts, prioritize automation rules for operational status changes.
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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