Commissioned Research
Top 10 Best Drupal Services of 2026

GITNUXSOFTWARE REVIEW

Technology & Digital Media

Top 10 Best Drupal Services of 2026

Compare drupal services and key tradeoffs for teams shortlisting vendors, with practical notes on delivery, process, and fit.

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

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

Drupal service providers handle the work that turns a data model and content workflow into a maintainable build, including configuration management, API integration, and governance for RBAC and audit logs. This comparison helps teams weigh the tradeoff between long-term platform support and specialized delivery for design, decoupled architecture, and content-scale performance.

QED42 is the best choice for teams that need Drupal delivery plus long-run production support because it covers live operations, upgrades, and headless integration with a maintenance-plus approach, while Four Kitchens is a strong fit for ongoing iteration thanks to its release-ready configuration and custom module work.

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

QED42

Maintenance-plus-delivery coverage that spans live Drupal operations, upgrades, new builds, and headless content integration.

Best for: Fits when teams need Drupal delivery plus long-run production support and migration execution.

2

Four Kitchens

Editor pick

End-to-end Drupal delivery that pairs custom module work with release-ready configuration practices for ongoing iteration.

Best for: Fits when teams need Drupal engineering plus integration depth for long-lived sites with frequent releases.

3

Palantir.net

Editor pick

Combines legacy transition planning with ongoing release control for custom Drupal platforms and multisite consolidation.

Best for: Fits when teams need Drupal modernization plus controlled releases across multiple environments.

Comparison Table

1
QED42Best overall
agency
9.5/10
Overall
2
specialist
8.7/10
Overall
3
specialist
8.6/10
Overall
4
agency
8.5/10
Overall
5
specialist
8.3/10
Overall
6
7.9/10
Overall
7
7.6/10
Overall
8
agency
7.2/10
Overall
9
agency
6.8/10
Overall
10
agency
6.6/10
Overall
#1

QED42

agency

Drupal development agency offering design, engineering, and long-term support.

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

Maintenance-plus-delivery coverage that spans live Drupal operations, upgrades, new builds, and headless content integration.

QED42 supports existing Drupal platforms with post-launch production work aimed at stability and timely updates, which matches teams that must keep editorial publishing consistent. It also supports legacy modernization through Drupal upgrades or migrations that preserve content behavior and editorial workflows. Delivery for custom Drupal sites focuses on tailoring modules, themes, and component publishing behavior to the organization’s requirements.

A key tradeoff is that headless-style projects require clear ownership of frontend integration work, because Drupal can provide the content and API surface while the application layer still drives end-to-end user experience. QED42 is a strong fit when Drupal is the system of record and teams need both long-term operational support and implementation that aligns with editorial workflows.

Pros
  • +Production support geared to keeping live Drupal sites stable
  • +Drupal upgrades and migrations that preserve editorial workflows
  • +Custom Drupal builds that align modules, themes, and publishing behavior
  • +API-oriented Drupal integration for headless content consumption
Cons
  • –Headless outcomes depend on strong coordination with frontend teams
  • –Full governance depth may require additional internal process alignment
Use scenarios
  • Digital experience teams

    Launch a custom Drupal site

    Working CMS platform aligned to requirements

  • Drupal ops owners

    Run an existing Drupal platform

    Ongoing platform maintenance

Show 2 more scenarios
  • Enterprise content stakeholders

    Modernize a legacy Drupal platform

    Modernized site with migrated content

    QED42 coordinates Drupal upgrades or migrations to preserve content behavior and editorial workflows.

  • Product and engineering teams

    Build a headless Drupal content platform

    Managed content for frontend applications

    QED42 connects Drupal content workflows to frontend applications via API consumption and update flows.

Best for: Fits when teams need Drupal delivery plus long-run production support and migration execution.

#2

Four Kitchens

specialist

Web development agency specializing in Drupal and headless CMS implementations.

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

End-to-end Drupal delivery that pairs custom module work with release-ready configuration practices for ongoing iteration.

Four Kitchens fits teams that want Drupal build work delivered with engineering discipline, not only page design or module selection. Typical engagements cover Drupal core and contributed module configuration, custom modules and Twig-based theming, and content modeling with structured fields and entity behavior. Integrations often extend to external data flows via Drupal endpoints and supporting code, so site features remain controllable during ongoing iterations.

A common tradeoff is that deeper engineering work can require clearer internal governance for environments, release sequencing, and stakeholder review cycles. Four Kitchens works best when content architects, developers, and product owners can align on entity structure and workflow behavior before major builds. Teams that need measurable throughput in iterative releases and long-term maintainability tend to see the most value.

Pros
  • +Strong custom module delivery for tailored Drupal functionality
  • +Practical Views implementations for content-driven interfaces
  • +Configuration management focus supports safer repeated releases
  • +Thorough theming with Twig templates and maintainable front-end structure
Cons
  • –Requires disciplined stakeholder decisions on content model and workflows
  • –Deeper Drupal engineering work can extend timelines for early scoping gaps
  • –Integration complexity can shift effort toward build coordination
Use scenarios
  • Content platforms teams

    Model content and build UI views

    Consistent UX across content types

  • Digital product engineering

    Deliver custom features on Drupal

    Maintainable feature delivery

Show 2 more scenarios
  • Marketing and web ops

    Scale multilingual site building

    Faster localized launches

    They implement multilingual-friendly configurations that reduce rework during expansions.

  • Systems integration teams

    Connect Drupal with external data flows

    More stable cross-system updates

    They implement endpoint-driven integrations while keeping Drupal-side behavior predictable.

Best for: Fits when teams need Drupal engineering plus integration depth for long-lived sites with frequent releases.

#3

Palantir.net

specialist

Drupal-focused digital agency delivering design, development, and accessibility consulting.

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

Combines legacy transition planning with ongoing release control for custom Drupal platforms and multisite consolidation.

Palantir.net fits organizations that already have a Drupal baseline and need a structured modernization or consolidation path. It aligns engineering execution with a documented transition plan for legacy Drupal transition and with repeatable deployment practices for controlled Drupal releases. The main engagement signals are migration-oriented assessment work and implementation delivery focused on sustaining change across staging and production.

A tradeoff appears when the scope needs extensive new product development beyond Drupal core and site-specific customization, because delivery focus stays anchored to Drupal modernization, consolidation, and release control. Palantir.net becomes most practical when departmental site consolidation must handle multisite operations and shared Drupal structure for consistent publishing.

Pros
  • +Legacy Drupal transition planning with a documented modernization path
  • +Controlled Drupal releases using repeatable deployment and configuration workflows
  • +Healthcare modernization delivery combining research and Drupal implementation
  • +Multisite or shared structure approach for departmental site consolidation
Cons
  • –Best fit depends on having an existing Drupal baseline to modernize
  • –Requires clear internal ownership to sustain release discipline over time
  • –More limited when teams need entirely greenfield product engineering
  • –Complex consolidation efforts take longer when governance processes are immature
Use scenarios
  • Platform engineering teams

    Modernize aging Drupal deployments

    Documented transition path

  • Custom site development teams

    Control updates across environments

    More controlled updates

Show 2 more scenarios
  • Healthcare web teams

    Modernize patient-facing Drupal sites

    Structured public-facing site

    Combines research and Drupal development for updated healthcare web programs.

  • University web operations

    Consolidate distributed departmental sites

    More consistent content operations

    Helps centralize publishing using a managed multisite or shared Drupal structure.

Best for: Fits when teams need Drupal modernization plus controlled releases across multiple environments.

#4

Forum One

agency

Digital agency building Drupal websites for nonprofits, foundations, and government clients.

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

Managed website operations paired with controlled releases, integration assistance, and ongoing operational guidance for public Drupal sites.

Forum One helps teams deliver Drupal implementations with an emphasis on research-informed messaging and operational continuity for public-facing sites. The service has a track record of structuring Drupal content models and component builds to align with publishing workflows and multi-stakeholder review.

Pros
  • +Drupal delivery focused on maintainable publishing workflows and stakeholder review
  • +Managed operations that support controlled releases after implementation
  • +Campaign delivery assistance for public engagement and communications checkpoints
  • +Accessibility improvement program that turns findings into remediation work
Cons
  • –Complex custom Drupal content models may require strong internal governance
  • –Automation and API integration depth is less explicit than the strongest specialists
Use scenarios
  • Government communications teams

    Drupal campaign messaging and approvals

    Coordinated communications with easier reviews

  • Public-sector CMS modernization

    Drupal content models and components

    Maintainable CMS implementation

Show 2 more scenarios
  • Web operations teams

    Drupal support and controlled releases

    More reliable publishing operations

    Provides continuing Drupal support with release control, integration help, and operational guidance for reliability.

  • Accessibility and compliance teams

    Drupal accessibility remediation roadmap

    Actionable accessibility improvement roadmap

    Audits interfaces and organizes findings into prioritized remediation work backed by evidence and sequencing.

Best for: Fits when Drupal teams need managed operations, accessibility remediation, and review-ready publishing processes.

#5

Lullabot

specialist

Drupal strategy, design, and development consultancy serving large publishers and enterprises.

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

Structured training and guidance embedded into Drupal delivery to transfer ownership to internal teams.

Lullabot delivers end-to-end Drupal implementation work that pairs engineering with structured enablement for internal teams. Its core capabilities focus on complex Drupal builds, custom module and theme work, and long-term maintainability through disciplined delivery practices.

Pros
  • +Drupal builds with strong engineering discipline and maintainable patterns
  • +Structured enablement helps internal teams run Drupal administration and publishing
  • +Delivery supports multi-site governance and consistent reuse across properties
  • +Custom extensions fit specialized publishing and integration requirements
Cons
  • –Deep customization and integration work requires committed internal coordination
  • –Admin governance often benefits from established internal documentation habits
Use scenarios
  • Drupal team enablement leads

    Build Drupal capability in-house

    Higher internal confidence

  • Enterprise digital program managers

    Run multiple Drupal sites consistently

    More consistent operations

Show 2 more scenarios
  • Publisher and modernization teams

    Rebuild legacy Drupal websites

    Maintainable Drupal platform

    Replaces or modernizes existing platforms with updated architecture and redesigned publishing workflows.

  • Product and engineering teams

    Extend Drupal for unique business needs

    Platform behavior tailored

    Creates custom modules, themes, and platform behavior for specialized content and operational requirements.

Best for: Fits when large teams need Drupal implementation plus training for ongoing operation and publishing.

#6

Valuebound

agency

Drupal agency specializing in media, publishing, and higher-education platforms.

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

Managed Drupal release coordination that keeps configuration changes aligned with staged deployments.

Valuebound delivers Drupal implementation and ongoing support with a focus on integration work across content, front-end experience, and operations. The service tends to center on custom modules, theme work, and deployment workflows that keep configuration changes manageable.

Pros
  • +Drupal delivery experience across builds and ongoing enhancements
  • +Custom module and theme work that supports specific UI needs
  • +Configuration-focused implementation for repeatable site changes
  • +Practical workflow support for editors and release coordination
Cons
  • –Automation and API surface depth is not prominent in public materials
  • –Heavier governance effort may be required for frequent releases
  • –Complex integrations may depend on partnering for edge components
  • –Admin tooling guidance is less specific than engineering deliverables
Use scenarios
  • Marketing operations teams

    Multisite Drupal rollout with workflows

    Faster launch with fewer regressions

  • Platform engineering teams

    Custom modules for feature delivery

    Reduced implementation rework

Show 2 more scenarios
  • IT governance leads

    Controlled configuration change management

    Safer releases for change windows

    Valuebound emphasizes repeatable configuration updates to support consistent releases and rollback planning.

  • Enterprise program managers

    Ongoing enhancements to existing Drupal

    Continuous improvements with structure

    Valuebound helps teams iterate on existing sites with coordinated delivery rather than one-off fixes.

Best for: Fits when mid-market teams need end-to-end Drupal builds plus controlled iteration cycles.

#7

MD Systems

agency

Swiss Drupal agency providing development, consulting, and long-term maintenance.

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

Upgrade-aware Drupal maintenance that integrates dependency management with release planning for long-lived sites.

MD Systems focuses on Drupal delivery with a long-running implementation and maintenance pattern rather than only project-based build work. Its core capabilities center on Drupal site development, custom module and theme work, and ongoing upgrades that keep contributed dependencies aligned.

Pros
  • +Drupal development coverage across custom modules, themes, and maintenance releases
  • +Clear emphasis on upgrade path planning for contributed dependency churn
  • +Practical integration work between content modeling and front-end template rendering
  • +Repeatable delivery approach for configuration-driven site changes
Cons
  • –Deeper governance controls like granular RBAC modeling need explicit specification
  • –API-focused integration requires early scope alignment to avoid late refactors
  • –Automation depth for CI and deployment orchestration depends on project maturity
  • –Complex multilingual rollouts can increase review cycles for translation workflows
Use scenarios
  • Marketing operations teams

    Evolving campaigns on Drupal

    Faster campaign iteration

  • Engineering teams

    Custom features beyond contributed modules

    Feature delivery in sprints

Show 2 more scenarios
  • Platform teams

    Dependency upgrades and stability

    Lower regression risk

    Upgrade planning reduces breakage from contributed module changes and Drupal core shifts.

  • Content governance teams

    Workflow and moderation refinements

    More consistent publishing

    Adjustments to content structures and moderation flows align editorial behavior with production releases.

Best for: Fits when Drupal teams need implementation plus upgrade-aware maintenance for evolving requirements.

#8

Druid

agency

Finnish digital agency specializing in Drupal development and design.

7.2/10
Overall
Features7.2/10
Ease of Use7.3/10
Value7.1/10
Standout feature

Delivery approach that couples custom module work with repeatable deployment and release governance.

Druid is a Drupal service provider positioned for teams that need ongoing delivery work rather than just module installs. The core capability centers on building and maintaining Drupal sites through custom development, contributed module integration, and structured release support.

Pros
  • +Clear focus on Drupal implementation and ongoing site maintenance
  • +Practical integration work for frontend rendering and backend endpoints
  • +Maintainable custom development with attention to upgrade compatibility
  • +Structured release workflows that reduce deployment surprises
Cons
  • –Stronger fit for implementation depth than for purely advisory engagements
  • –Automation and governance require discipline to stay consistent across releases
Use scenarios
  • Marketing operations teams

    Ship campaigns with controlled releases

    Fewer release disruptions

  • Platform engineering teams

    Integrate Drupal with external services

    Reliable integration endpoints

Show 1 more scenario
  • Enterprise web teams

    Maintain Drupal through upgrades

    Smoother upgrade path

    Custom code and contributed module choices are handled with upgrade-aware practices to reduce rework.

Best for: Fits when mid-market teams need managed Drupal delivery and integration-ready endpoints without heavy internal capability gaps.

#9

Linnovate

agency

Open-source development agency with deep Drupal and decoupled architecture expertise.

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

Configuration-first Drupal delivery that keeps changes trackable from development to production.

Linnovate delivers Drupal builds and long-term site support, with an emphasis on engineering work that fits existing team workflows. Core capabilities center on custom module and theme implementation, Drupal configuration management, and migrations that reduce manual content reshaping.

Pros
  • +Custom Drupal module and theme delivery tailored to specific requirements
  • +Configuration management focused approach for controlled site changes
  • +Migration experience that reduces manual content remapping
  • +Clear documentation and handoff artifacts for ongoing operations
Cons
  • –Automation and deployment workflows require active team collaboration
  • –Complex governance like RBAC and audit logging needs added specification up front
  • –Advanced headless integration depends on specific engagement scope
  • –Tight iteration cycles may slow when content modeling shifts frequently
Use scenarios
  • Marketing engineering teams

    New Drupal build with custom components

    Faster feature rollout

  • Content operations teams

    Drupal migration from legacy CMS

    Less post-migration rework

Show 1 more scenario
  • Platform engineering teams

    Repeatable release process for updates

    Lower regression risk

    Linnovate supports configuration management practices that keep deployments consistent across environments.

Best for: Fits when teams need Drupal implementation and migration work with controlled release handoffs.

#10

Dropsolid

agency

Belgian Drupal agency offering development, managed hosting, and digital experience services.

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

Delivery practice around configuration consistency and release repeatability across environments, not one-off fixes.

Dropsolid delivers Drupal builds and ongoing engineering support for teams that need controlled delivery across multiple release cycles. Its differentiator is attention to integration depth, with work centered on connecting contributed modules, custom code, and deployment automation into a repeatable delivery path.

Pros
  • +Strong integration handling across contributed modules and custom code
  • +Repeatable configuration management and environment alignment work
  • +Practical performance tuning tied to Drupal caching behavior
  • +Codebase maintenance support that supports long-lived sites
Cons
  • –Automation and API surfaces depend on the existing stack
  • –Complex governance asks may require tight team coordination
  • –Migration planning depth varies by intake detail and module choices
  • –Admin process documentation can lag during rapid iteration cycles
Use scenarios
  • Enterprise web teams

    Multi-release Drupal program support

    Fewer deployment regressions

  • Drupal product owners

    Feature delivery with custom modules

    More predictable releases

Show 2 more scenarios
  • Content operations teams

    Publishing workflow stabilization

    Cleaner publishing operations

    Dropsolid supports revisions, moderation workflows, and editorial tooling tied to site requirements.

  • Platform engineering teams

    Performance and caching adjustments

    Lower page latency

    Dropsolid tunes cache behavior and render performance around Drupal cacheability metadata patterns.

Best for: Fits when teams need disciplined Drupal delivery across releases, with integration-heavy functionality and ongoing support.

Conclusion

After evaluating 10 drupal, QED42 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
QED42

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 Drupal

How do Drupal service providers handle integrations and API exposure after go-live?
Druid structures repeatable delivery work around API-ready data flows by pairing Drupal changes with consistent endpoint behavior. Four Kitchens connects external systems through custom module work and release-ready configuration practices so Views-driven UI and backend behavior stay aligned. QED42 supports headless and API-first scenarios by mapping Drupal content workflows to frontend consumption patterns.
What SSO and security controls differ between managed Drupal operations and build-only engagements?
Forum One focuses on operational continuity for public-facing Drupal sites, which typically includes keeping access changes stable through controlled releases. Lullabot transfers ownership to internal teams through enablement tied to disciplined delivery, which reduces the risk of access rule drift across environments. MD Systems emphasizes long-running upgrades and dependency alignment, which matters when security fixes require coordinated module updates.
How is Drupal data migration handled when content models evolve over multiple releases?
Linnovate centers migration work on reducing manual reshaping by applying configuration-first change tracking from development into production. Palantir.net handles modernization as a migration planning and transition program tied to controlled change management for custom codebases. Four Kitchens supports migration approaches that keep content modeling and Views-driven UI consistent with configuration management over time.
Which team controls the Drupal admin workflow during implementation and ongoing operations?
Valuebound coordinates managed Drupal release cycles where governance and release coordination determine how admin-side changes land in staged environments. Dropsolid runs controlled delivery across release cycles with a focus on predictable configuration management workflows and maintainable practices. Forum One structures multi-stakeholder review processes around publishing reliability, which shapes how admin workflows operate post-launch.
What breaks when configuration management is weak across environments in a Drupal program?
Dropsolid builds around configuration consistency to avoid drift between development, staging, and production, which otherwise causes unexpected behavior changes in production. Palantir.net ties configuration synchronization to repeatable deployments, so missing or inconsistent config changes do not silently fork environments. Lullabot’s disciplined delivery and enablement reduce the chance that manual changes bypass the configured promotion path.
When does Drupal extensibility require custom modules instead of contributed modules?
Druid pairs custom module development with structured release support when integration behavior needs to match a specific data model and endpoint contract. Four Kitchens uses custom module and theming work when Views-driven UI must reflect bespoke content operations and external system behavior. Lullabot takes on complex Drupal builds where standard configuration cannot cover required publishing and integration behavior.
How should onboarding be structured so internal teams can keep a Drupal site stable after handoff?
Lullabot embeds training and guidance into delivery so internal teams can operate the Drupal platform using the same release and maintenance patterns used during implementation. MD Systems pairs long-running maintenance with upgrade-aware planning so handoff includes dependency and upgrade execution discipline. Forum One provides operational guidance for controlled releases so internal admin workflows remain stable after transitions.
Which providers are better suited for upgrade-aware maintenance versus fresh builds?
MD Systems emphasizes upgrade-aware Drupal maintenance that integrates dependency management with release planning for long-lived sites. QED42 runs production reliability support that covers upgrades and long-run operations alongside new builds and migrations. Palantir.net blends legacy transition planning with ongoing release control for custom Drupal platforms that need modernization.
How do Drupal teams approach auditability and change tracking for security and compliance needs?
Dropsolid focuses on repeatable release governance and configuration consistency, which improves traceability of what changed across environments. Valuebound’s managed release coordination keeps configuration changes aligned with staged deployments, which supports reliable review cycles. Linnovate’s documented handoffs and configuration-first delivery practices help teams audit operational changes that affect content workflows and publishing behavior.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Drupal

In Drupal selections, the separation usually comes from how far each option goes with extensibility and day-to-day administration. We focus on criteria like configuration management so you can keep site changes predictable across releases.

Extensibility API depth

Why it matters

Extensibility API depth determines how well your team can add behavior without fighting the framework. In Drupal, it’s what makes custom code and contributed work stay maintainable.

How to check

On a demo, ask how the system exposes extension points and event hooks for common tasks like form changes and page rendering. Look for documented hooks/classes and a sample module you can inspect.

Configuration management workflow

Why it matters

Configuration management workflow matters because Drupal sites change constantly and you need repeatable deployments. It reduces drift between environments when modules or settings evolve.

How to check

Ask how the product exports and reimports configuration changes, and what happens when content or configuration collide. In the demo, review whether changes show up as clear diffs and whether rollback is documented.

Role-based access and permissions

Why it matters

Role-based access and permissions determine how safely different editors can work in Drupal. It’s the difference between controlled publishing and accidental exposure.

How to check

Request a permission matrix example and test at least two roles with different capabilities (edit, moderate, administer). Verify that permissions apply to both admin actions and content operations you care about.

Content moderation and review states

Why it matters

Content moderation and review states help teams coordinate submissions without relying on manual discipline. In Drupal, it affects auditability and how predictable editorial handoffs feel.

How to check

In the demo, create a content item and move it through states you choose (draft, review, published). Check whether state changes are visible in history and whether reviewers can act only on the intended items.

Automation and provisioning surface

Why it matters

Automation and provisioning surface matters when Drupal sites must be updated consistently. The stronger the automation, the fewer one-off steps your team repeats.

How to check

Ask what command-line or scripted workflows exist for enabling modules, deploying config, and clearing caches. In the demo, watch whether a fresh environment can be brought to the same state using documented steps.

Red flags

  • Permissions look usable in admin, but content actions ignore role differences.
  • Configuration changes can’t be exported as diffs or reimported cleanly between environments.
  • Moderation states exist, but history and audit details aren’t consistently recorded.

Fit by situation

  • If our team releases updates on a schedule, prioritize configuration management workflow.
  • If many editors collaborate with different responsibilities, prioritize role-based access and permissions.
  • If we expect frequent feature additions, prioritize extensibility API depth.
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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