Commissioned Research
Top 10 Best Kits Software of 2026

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Manufacturing Engineering

Top 10 Best Kits Software of 2026

Compare kits software tools for building and managing prototypes, with tradeoffs and use cases for teams selecting the right option.

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 rankings. Editorial policy

Kits software matters for teams that must ship consistent UI or template frameworks while keeping governance tight across projects and vendors. This comparison helps technical evaluators weigh integration depth and configuration control, and it maps tradeoffs among Dassault, Oracle, and SAP PLM ecosystems when provisioning component assets into enterprise workflows.

Storybook is the best pick for teams that need CI-gated component previews, since its story-driven states with add-on hooks make reviews and visual regression validation repeatable, while Bootstrap is the easier alternative for small teams wanting a consistent responsive component baseline without kit manifests or publishing workflows.

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

Storybook

Story-driven component states with add-on hooks for controls, accessibility, and visual regression validation.

Best for: Fits when teams need CI-gated component previews with reusable story states and add-on automation.

2

Bit

Editor pick

Bit’s manifest-driven component workspace ties versions, dependencies, and build targets together for repeatable consumption.

Best for: Fits when engineering teams need a versioned component library with controlled imports across many apps.

3

Bootstrap

Editor pick

Responsive grid and component styling driven by utility classes and documented markup patterns across all breakpoints.

Best for: Fits when a technical team needs a consistent UI component library baseline without kit manifests or publishing workflows.

Comparison Table

1
StorybookBest overall
enterprise
9.3/10
Overall
2
enterprise
8.7/10
Overall
3
8.6/10
Overall
4
8.4/10
Overall
5
enterprise
8.3/10
Overall
6
7.7/10
Overall
7
enterprise
7.5/10
Overall
8
7.2/10
Overall
9
6.8/10
Overall
10
6.6/10
Overall
#1

Storybook

enterprise

Front-end workshop for building UI components and pages in isolation.

9.3/10
Overall
Features9.3/10
Ease of Use9.4/10
Value9.2/10
Standout feature

Story-driven component states with add-on hooks for controls, accessibility, and visual regression validation.

Storybook centers on a story format that binds component renders to named variants, so teams can document and verify UI behavior in isolation. It generates a browsable UI that works with existing bundlers, and it can store story outputs for review and automated checks. Add-ons attach to the preview runtime to add prop controls, accessibility scanning, and testing hooks without rewriting component code. Delivery usually focuses on dev preview and CI-gated checks around the rendered stories rather than around full application flows.

A key tradeoff is that Storybook automation covers the component rendering contract, not end-to-end product behavior, so workflows still need separate integration and system tests. It fits best when component teams need a shared kit-style component library surface with consistent preview states and reusable story definitions across multiple applications.

Pros
  • +Story-driven component states make UI review and regression targeting repeatable
  • +Add-on ecosystem covers controls, accessibility, and visual regression workflows
  • +Integrates with common bundlers so stories render with real build configuration
  • +Extensibility model supports custom renderers and preview instrumentation
Cons
  • –Story coverage can miss real navigation, data fetching, and backend edge cases
  • –Managing many stories can require governance of naming and state conventions
  • –Advanced interactions can demand careful mock and decorator setup
  • –Large component trees can slow preview builds without caching discipline
Use scenarios
  • Frontend component teams

    Document and test component states

    Faster review and fewer regressions

  • QA and automation engineers

    Gate releases with visual diffs

    CI catches UI rendering changes

Show 2 more scenarios
  • Design systems leads

    Standardize a shared library surface

    Consistent component behavior reporting

    A single story workspace organizes components and interaction states across multiple apps.

  • Platform engineers

    Embed custom preview instrumentation

    Centralized component quality signals

    Custom add-ons and integrations attach to the preview runtime for environment-specific checks.

Best for: Fits when teams need CI-gated component previews with reusable story states and add-on automation.

#2

Bit

enterprise

Platform for building, sharing, and composing independent component kits across projects and teams.

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

Bit’s manifest-driven component workspace ties versions, dependencies, and build targets together for repeatable consumption.

Bit builds and publishes shareable UI and code components as a versioned component library, with a manifest-driven workspace flow. It includes configuration and dependency metadata so teams can install components into new apps with consistent versions.

Bit also supports environment-aware builds so a component can be compiled and tested for multiple targets. Automation relies on a defined CLI toolchain and an API surface for importing, exporting, and publishing component versions.

Pros
  • +Component versioning is tied to a workspace and publish flow
  • +Dependency metadata improves predictable installs into consuming projects
  • +Environment-aware builds support multiple targets for the same component
  • +CLI and API surface cover import, export, and publish automation
Cons
  • –Governance across many contributors needs explicit RBAC and release discipline
  • –Template editing and drag-and-drop assembly are not the primary workflow
  • –Large-scale refactors can be time-consuming when re-pinning dependency graphs
  • –Cross-repo onboarding requires familiarity with Bit’s component boundaries
Use scenarios
  • Frontend teams and designers

    Review shareable component previews across branches

    Faster change approval

  • Design system maintainers

    Publish interactive docs with API details

    Quicker component adoption

Show 2 more scenarios
  • Multi-repo engineering orgs

    Reuse components without monorepo consolidation

    Reusable code across apps

    Teams share versioned components across repositories while keeping existing local development workflows.

  • QA and frontend engineers

    Run tests using packaged component dependencies

    More reliable component testing

    Teams test isolated components with the same packaged instances and dependency state used for publishing.

Best for: Fits when engineering teams need a versioned component library with controlled imports across many apps.

#3

Bootstrap

SMB

Open-source CSS, HTML, and JavaScript toolkit for responsive web development.

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

Responsive grid and component styling driven by utility classes and documented markup patterns across all breakpoints.

Bootstrap is a front-end UI toolkit from getbootstrap.com that standardizes responsive layouts, components, and styling conventions. It is distinct for its opinionated CSS grid, prebuilt component set, and theme-friendly class-based customization approach.

The solution covers reusable UI building blocks like navigation, forms, modals, and alert patterns, along with optional JavaScript helpers for interactive behaviors. It serves as a foundation for teams that assemble interfaces from a consistent component library rather than generating kits from a visual editor.

Pros
  • +Opinionated responsive grid and layout utilities reduce layout drift across pages
  • +Extensive component coverage for common UI patterns like navbars and modals
  • +Class-based theming works with minimal custom build tooling
  • +Well-defined markup patterns make component reuse straightforward in templates
Cons
  • –Not a kit builder workflow with a manifest or kit publishing pipeline
  • –Customization often depends on CSS overrides rather than structured configuration
  • –JavaScript helpers can feel dated compared with component frameworks
  • –Cross-team governance for component versions needs external process
Use scenarios
  • Product teams shipping responsive web apps

    Build consistent layouts and components quickly

    Faster UI implementation cycles

  • Design systems and front-end platform teams

    Create class-based styling conventions

    Lower maintenance of UI

Show 2 more scenarios
  • Engineering teams building admin dashboards

    Implement common UI patterns consistently

    More consistent user experiences

    Prebuilt navigation, forms, modals, and alerts speed up dashboard workflows without custom scaffolding.

  • Freelancers and small startups

    Prototype interactive marketing and landing pages

    Quicker time to prototype

    Reusable components and responsive defaults help teams launch functional pages with fewer front-end decisions.

Best for: Fits when a technical team needs a consistent UI component library baseline without kit manifests or publishing workflows.

#4

Tailwind CSS

SMB

Utility-first CSS framework for rapidly building custom user interfaces.

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

Class content scanning and on-demand generation cut output to only detected utilities based on the configured content paths.

Tailwind CSS compiles utility classes into styles using a configurable build step and an extensible design system. It supports responsive, state, and custom variant generation so components stay consistent across templates.

Pros
  • +Utility-first styling stays consistent across templates through shared configuration
  • +Plugin API generates utilities, components, and variants via the same compilation pipeline
  • +Content scanning reduces unused CSS by limiting output to classes present in templates
  • +Theme customization centralizes tokens like spacing, colors, and typography for reuse
Cons
  • –Class-heavy markup can slow reviews and increase merge conflicts in shared UI
  • –Custom variants and plugins require build-time configuration discipline
  • –Large teams can struggle with naming conventions and component boundaries
  • –Non-Tailwind UI patterns need careful integration to avoid style duplication
Use scenarios
  • Frontend developers

    Build responsive layouts with breakpoint variants

    Responsive pages with shared rules

  • Product development teams

    Iterate UI quickly by composing utilities

    Faster interface changes

Show 2 more scenarios
  • Frontend platform teams

    Extend utilities and variants per project needs

    Tailored styling system

    Teams add custom utilities and variants through the same configuration pipeline without forking Tailwind.

  • Marketing and web developers

    Create consistent, editable landing page templates

    Quicker landing page revisions

    Teams reuse configured visual tokens and responsive utilities to update promotional pages consistently.

Best for: Fits when teams need a configurable UI scaffold with consistent tokens and component output across many kit templates.

#5

Expo

enterprise

Development platform and toolkit for building, deploying, and updating React Native apps.

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

EAS build profiles let release pipelines run with environment-specific settings while keeping the same Expo configuration surface.

Expo pairs a template-focused workflow with a native build pipeline so teams can ship mobile apps with one codebase. Its Expo SDK centers on React Native integration and provides device-ready APIs for camera, location, and notifications.

Pros
  • +Expo SDK provides consistent cross-device capabilities via maintained modules
  • +EAS build profiles support repeatable build settings across environments
  • +Config-driven project settings reduce per-project wiring for common features
  • +Extensible module system enables adding native features without a full eject
Cons
  • –Native code still requires platform-specific work for deep OS integration
  • –Governance across many repos is limited compared with enterprise app lifecycle tooling
  • –Dependency upgrades can force coordinated changes across SDK and modules
  • –Kit-style reuse depends on compatible SDK and configuration patterns
Use scenarios
  • Mobile release and operations teams

    Patch eligible fixes without new binaries

    Faster delivery of compatible changes

  • Mobile product teams

    Ship Android and iOS from one codebase

    Reusable application logic

Show 2 more scenarios
  • React Native application developers

    Add device features via Expo modules

    Mobile features with less setup

    Expo SDK modules and configuration-based support reduce manual native wiring for common capabilities.

  • iOS and cross-platform development teams

    Produce iOS build artifacts from managed workflow

    Repeatable iOS release pipeline

    The managed workflow turns React Native code into repeatable iOS release artifacts for distribution.

Best for: Fits when mobile teams need configuration-driven app kits and repeatable build profiles without heavy native forks.

#6

Tabler

SMB

Open-source admin dashboard kit built with Bootstrap providing hundreds of components and page templates.

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

Plugin-powered asset and rendering extension that integrates into the kit authoring pipeline without editing core tooling.

Tabler is a kits software tool focused on creating and publishing reusable UI assets and layouts through a kit-centered workflow. Its core capabilities center on a kit manifest and a library-style editor flow that keeps assembled kits consistent when imported into projects.

Pros
  • +Kit manifest workflow keeps imports consistent across environments and versions
  • +Plugin architecture extends asset sources and generation without changing core authoring
  • +Reusable layout and UI asset packs reduce repeated hand assembly
  • +Import and export flow supports moving kits between repositories
Cons
  • –Governance controls focus on kit publishing, not fine-grained permission scoping per asset
  • –Automation is lighter than API-first kit builders for large-scale provisioning
  • –Complex kit structures can require more authoring discipline to avoid duplication
  • –Dependency handling for multi-kit assemblies is less transparent than code-first toolchains
Use scenarios
  • Design systems teams

    Publish reusable kit layouts for products

    Fewer inconsistencies across applications

  • Front-end engineers

    Import kits into apps with consistency

    Faster UI implementation cycles

Show 2 more scenarios
  • Platform engineering leads

    Add asset sources via plugins

    Lower maintenance for UI updates

    Plugins extend Tabler to support new sources and rendering behaviors without forking workflows.

  • Product governance admins

    Control published kits across environments

    Reduced risk of bad UI

    Admin oversight restricts which kits and assets can be published and consumed across environments.

Best for: Fits when teams publish and reuse UI kit content across multiple apps and need repeatable kit imports.

#7

Ant Design

enterprise

Enterprise-grade React UI component library with a comprehensive design system.

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

Design tokens and theme configuration let generated screens share typography, colors, and spacing through one theme layer.

Ant Design supplies ready-to-use form controls, tables, navigation components, and feedback widgets that map well to typical internal tooling screens. Its theming model lets teams adjust styles at the design-token level so multiple UI modules in a scaffold share typography, colors, and spacing. The library also exposes configuration points for localization and component-level behavior so generated UI stays consistent across pages and modules.

Pros
  • +Large React component set for forms, tables, and navigation
  • +Token-driven theming keeps multi-screen scaffolds visually consistent
  • +Predictable component APIs reduce custom UI drift across modules
  • +Good localization hooks support internationalized admin interfaces
Cons
  • –No native kit manifest, registry, or publisher workflow for modules
  • –Advanced customization can require build and styling configuration work
  • –Component completeness varies by domain-specific widgets
  • –Not a source-code kit builder for non-React stacks
Use scenarios
  • Front-end engineering teams

    Scaffold admin panels with shared UI

    Reduced UI inconsistency across screens

  • Product ops tooling teams

    Build workflow dashboards fast

    Faster time-to-screen

Show 1 more scenario
  • Design system maintainers

    Apply brand theming across modules

    Consistent branding across releases

    Teams adjust token-level theme settings so new kit-based modules inherit the brand palette.

Best for: Fits when React-based kit scaffolds need consistent admin UI modules without building kit plumbing.

#8

shadcn/ui

SMB

Collection of reusable React components built with Radix UI and Tailwind CSS.

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

Copyable component source files let teams tailor markup, state handling, and styling boundaries per app.

shadcn/ui provides a large set of components that can be added by copying source files into a project, which keeps teams close to their existing codebase structure. Many components assume a specific styling and utility approach, and they rely on common UI building blocks like Radix-style behaviors and icons utilities for consistent interaction patterns. The result is predictable integration when the project already uses the same underlying stack and conventions for class composition and component composition.

Pros
  • +Code-first components that teams can edit without wrapper abstractions
  • +Consistent interaction patterns across modals, dropdowns, and menus
  • +Covers both primitives and higher-level UI like data tables and forms
  • +Good alignment with utility-based styling and predictable class composition
Cons
  • –Manual merges are needed when upstream components change
  • –Some components depend on specific supporting libraries and patterns
  • –Large codebases can accumulate near-duplicate component variants
Use scenarios
  • Product engineering teams

    Build a new admin interface quickly

    Faster UI implementation

  • Frontend platforms teams

    Standardize UI across multiple apps

    Consistent UX across apps

Show 2 more scenarios
  • Design systems owners

    Implement form flows with custom validation

    Lower friction for form UX

    Developers adapt input, select, and form patterns to match app-specific data entry rules.

  • Engineering teams doing UX refactors

    Replace legacy components without redesign

    Reduced regression risk

    Teams swap components while keeping existing layout structure and event contracts intact.

Best for: Fits when teams want code-level control of UI components without relying on heavy theming layers.

#9

Mantine

SMB

Full-featured React component library with hooks, themes, and 100-plus components.

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

Centralized theming with shared style tokens that propagate across forms, layout, and feedback components.

Mantine is a component library and UI framework that reduces friction for building typed React interfaces with consistent styling. It ships with prebuilt components such as forms, notifications, modals, and data display widgets that work together through shared theming and layout primitives.

Pros
  • +Typed React components with shared theme tokens for consistent UI behavior
  • +Integrated form and validation components reduce custom wiring
  • +Theme configuration centralizes style changes across multiple component families
  • +Accessible component defaults for keyboard navigation and ARIA attributes
Cons
  • –Not a kit builder or template editor for assembling deliverables
  • –Extending deeper component styling can require understanding Mantine internals
  • –Large component surface increases bundle size if tree shaking is misconfigured
  • –Advanced governance like RBAC and audit logs is not part of the library
Use scenarios
  • React product teams building admin UIs

    Ship consistent CRUD screens with less glue code

    Faster development of admin features

  • Design system owners standardizing UI

    Update tokens and propagate changes across components

    Consistent UI across the app

Show 2 more scenarios
  • Frontend engineers needing typed components

    Build accessible dialogs and notifications reliably

    Fewer UI regressions

    Mantine provides typed component APIs for modals, notifications, and behavior configuration while supporting accessibility attributes.

  • Teams integrating React hooks and state

    Manage form validation and UI state cohesively

    Cleaner state management

    Mantine includes hooks and configuration points that coordinate component behavior so state changes update consistently.

Best for: Fits when teams need a consistent UI component baseline for application kits.

#10

DaisyUI

SMB

Tailwind CSS component plugin providing prebuilt UI elements and themes.

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

Theme configuration ties DaisyUI component styling to Tailwind tokens so brands change via theme updates.

DaisyUI adds ready-to-use Tailwind UI themes and component styles that let teams ship consistent interfaces without writing bespoke CSS. Core capabilities center on themable component primitives, theme tokens, and a configuration-first workflow that fits directly into Tailwind builds.

Pros
  • +Theme switching is configuration-driven and works across Tailwind-based components
  • +Component classes cover common UI patterns like navbars, forms, and modals
  • +Custom themes can be defined to align tokens with brand requirements
  • +Extending styles stays consistent with Tailwind utility conventions
Cons
  • –No kit manifest, kit export, or kit publisher workflow for application module packaging
  • –No built-in admin governance controls like RBAC or audit logs
  • –There is no API or webhook surface for provisioning UI bundles across environments
  • –Governance discipline is needed to prevent class drift when multiple apps customize themes
Use scenarios
  • Frontend teams shipping admin dashboards

    Produce consistent form and table UI quickly

    Faster UI delivery across teams

  • Product teams building marketing sites

    Apply theme tokens to landing pages

    Higher design consistency

Show 2 more scenarios
  • Design system maintainers

    Extend component primitives using Tailwind patterns

    Lower maintenance effort

    Custom theming and overrides preserve design alignment while staying utility-based.

  • Developers standardizing multi-app UIs

    Reuse consistent styles across applications

    Reduced cross-app UI drift

    A configuration-first workflow supports shared tokens for multiple Tailwind builds.

Best for: Fits when teams need consistent Tailwind UI components and theme tokens across front ends.

Conclusion

After evaluating 10 kits software, Storybook 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
Storybook

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 Kits Software

How do Storybook and Bit differ in how they package and share reusable UI work?
Storybook organizes work as story-defined component states that render inside a preview environment and run with add-ons for testing and validation. Bit packages components into versioned artifacts with manifest metadata, dependency tracking, and CLI/API-driven import and publish flows.
Which tool supports code-level theming control most directly for React component work?
shadcn/ui aligns with code-level control because its copyable, file-based component sources let teams edit markup, state handling, and styling boundaries directly in the repository. Ant Design centralizes control through a design system token layer rather than per-file component source edits.
When does Tabler fit better than a UI framework like Bootstrap for repeatable kit consumption?
Tabler fits when reusable UI assets and layouts need kit-manifest consistency across projects and repeatable kit imports. Bootstrap fits when teams need a responsive UI toolkit baseline with class-based customization, without kit packaging, manifest distribution, or plugin-driven asset sourcing.
What breaks if teams use Tailwind CSS or DaisyUI where a runtime kit workflow is required?
Tailwind CSS and DaisyUI generate and theme styles through a build pipeline, so they do not provide manifest-driven kit publishing or runtime orchestration for assembling application modules. Tabler and Bit cover repeatable distribution via kit or versioned component manifests, which these style-focused libraries do not replace.
How do plugins and extensions work in Tabler compared with Storybook add-ons?
Tabler’s plugin model extends the kit authoring pipeline for new asset sources and rendering behaviors without modifying core kit tooling. Storybook add-ons extend the component preview workflow for controls, accessibility checks, and visual regression validation inside the story-rendering loop.
How should teams choose between Expo and Mantine when the primary goal is repeatable assembly across environments?
Expo supports environment-aware build profiles through EAS so release pipelines can run with consistent configuration for device-ready apps. Mantine is primarily a typed React UI framework with centralized theme tokens, so it standardizes component behavior and styling but does not provide a mobile app release configuration pipeline.
Which approach is better for access control and auditability when many projects consume shared components?
Tabler provides admin oversight focused on which kits and assets can be published and consumed across environments, which supports governance around distribution. Bit also supports controlled consumption through versioned artifacts and manifest dependency metadata, but it emphasizes library version control rather than enterprise governance workflows.
How do Bit and Storybook handle multi-target builds when components must run in different environments?
Bit includes environment-aware builds so a component can be compiled and tested for multiple targets with dependency metadata tied to the workspace manifest. Storybook focuses on rendering scenarios for component states in preview tooling, so multi-target packaging depends on the surrounding build setup rather than versioned multi-target compilation baked into the component publish model.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Kits Software

What separates kits software options is how each one turns your inputs into repeatable kits and then keeps that output traceable. We focus on the kits builder workflow and its auditability: versions, change history, and export outputs that match your real fulfillment needs.

Kit building workflow and validation

Why it matters

A clear kit building workflow and validation reduces mistakes when parts change or quantities must be exact. For kits software, this is where users feel the product most: whether it guides correct assembly logic before you ship.

How to check

Create a small kit from a few components and set quantities and options. Run the product through its validation step and confirm it blocks missing required selections and flags obvious inconsistencies before export.

BOM structure and quantity rules

Why it matters

BOM structure and quantity rules determine whether the kit output is usable in day-to-day operations. Kits software can store similar items, but the way it models quantities and substitutions changes what you can trust later.

How to check

Edit a kit so one component is replaced and another changes quantity. Check how the output represents effective quantity per kit line, including whether substitutions keep the correct counts.

Change history with audit log

Why it matters

Change history with an audit log matters because kit definitions drift over time. In kits software, you need to know what changed, when, and by whom so downstream teams can reconcile older outputs.

How to check

Make two edits to the same kit (e.g., quantity tweak, component swap). Open the audit trail and verify it records the specific fields changed and ties them to a timestamp and user identity.

Versioning and effective dates

Why it matters

Versioning and effective dates help you manage when a kit definition becomes valid. Kits software that mixes live and historical definitions makes it hard to reproduce what shipped for prior orders.

How to check

Create a new version of a kit and set it to become effective on a chosen date. Then preview which definition the software uses for an order created before versus after the effective date.

Export formats for kit outputs

Why it matters

Export formats for kit outputs determine whether the result fits the tools you already use. Kits software must produce consumable outputs that reflect the exact kit definition you validated.

How to check

Export a kit and inspect the output for component lines, quantities, and identifiers. If the product offers multiple formats, compare them and confirm they carry the same kit definition details.

Red flags

  • Validation that lets obvious missing selections pass
  • Audit logs that only show “updated” with no field-level detail
  • Exports that don’t match the kit definition you reviewed

Fit by situation

  • If you frequently revise kits for different variants, prioritize Versioning and effective dates.
  • If you need to reconcile what shipped in past orders, prioritize Change history with audit log.
  • If exports feed other workflows, prioritize Export formats for kit outputs.
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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