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Top 10 Best Draw Diagram Software of 2026

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Top 10 Best Draw Diagram Software of 2026

Compare draw diagram software options and use cases, with tools like Microsoft Visio and Whimsical for teams picking diagram tooling.

19 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

These picks help analysts and technical operators compare diagram drawing tools by how they model diagrams for reuse, automation, and shared editing across teams. The key tradeoff centers on whether diagram structure is best handled through native canvases, Markdown-style generation, or an API-driven data model that supports review, versioning, and controlled provisioning.

Whimsical is the best pick for teams that want fast, collaborative process mapping because real-time coauthoring with shape-anchored comments keeps diagram review conversational and traceable, whereas Microsoft Visio is the better choice when you must preserve Visio file intent during edits and revision cycles.

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

Whimsical

Realtime coauthoring with shape-anchored comments keeps diagram review conversational and traceable.

Best for: Fits when teams need fast collaborative process mapping and lightweight diagram documentation without heavy modeling constraints.

2

Microsoft Visio

Editor pick

Visio file compatibility and shape-to-connector behavior preserve existing diagram intent during edits and revision cycles.

Best for: Fits when diagram documents must stay compatible with Visio ecosystems and Microsoft 365 review workflows.

3

Mermaid Live Editor

Editor pick

Live Mermaid syntax rendering turns diagram edits into quick text iterations with immediate visual feedback.

Best for: Fits when documentation teams need repeatable diagram updates from text with reviewable changes.

Comparison Table

1
WhimsicalBest overall
SMB
9.5/10
Overall
2
enterprise
8.8/10
Overall
3
8.6/10
Overall
4
8.4/10
Overall
5
8.0/10
Overall
6
enterprise
7.8/10
Overall
7
7.6/10
Overall
8
enterprise
7.0/10
Overall
9
API-first
6.8/10
Overall
10
6.5/10
Overall
#1

Whimsical

SMB

Visual workspace for flowcharts, wireframes, and mind maps.

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

Realtime coauthoring with shape-anchored comments keeps diagram review conversational and traceable.

Whimsical’s core draw flow supports quick layout and legible linking for process mapping and planning diagrams. Realtime coauthoring helps multiple stakeholders shape the same diagram during review sessions, and diagram comments keep discussion anchored to specific shapes. The tool also supports embedding diagrams in external pages, which reduces the need to screenshot diagrams for meetings.

A tradeoff is that complex standards-heavy notations and deep diagram semantics are not the focus, so strict UML-style workflows and highly structured enterprise modeling may require other tools. It fits best when teams need frequent diagram updates during product discovery, design review, and cross-functional process alignment.

Pros
  • +Realtime coauthoring keeps diagram changes aligned during live reviews
  • +Comment threads attach discussion to shapes for faster decision tracing
  • +Auto connector behavior keeps edits readable as diagrams evolve
  • +Diagram sharing and embedding reduce reliance on static exports
Cons
  • –Limited support for standards-complete, semantics-rich enterprise diagram notations
  • –Advanced diagram layout controls are less granular than CAD-style diagram tools
Use scenarios
  • Product teams

    Process mapping for feature discovery

    Shared decisions with fewer follow-ups

  • Design teams

    Wireframe annotation handoff diagrams

    Faster review cycles

Show 2 more scenarios
  • Operations teams

    Workflow diagrams for change management

    Current SOP alignment

    Teams update flows as process steps change and keep iteration history for audits.

  • Engineering enablement

    Architecture overview for onboarding

    Lower onboarding friction

    Teams publish diagrams for onboarding decks using exports and embeds for consistent visuals.

Best for: Fits when teams need fast collaborative process mapping and lightweight diagram documentation without heavy modeling constraints.

#2

Microsoft Visio

enterprise

Advanced diagramming tool for complex flowcharts and organizational charts.

8.8/10
Overall
Features8.8/10
Ease of Use8.8/10
Value8.8/10
Standout feature

Visio file compatibility and shape-to-connector behavior preserve existing diagram intent during edits and revision cycles.

Microsoft Visio is used to build diagramming canvas work with vector shapes, connectors, and template-driven documents. It has deep compatibility with Visio files and strong interoperability with Microsoft 365 workflows, including diagram embedding and round-trips via common Office contexts.

Standard exports include SVG and PDF, and Visio supports import of existing Visio drawings for revision work. Automation is available through Microsoft ecosystems such as add-ins and integration patterns that fit enterprise document management.

Pros
  • +Template library and stencil organization make repeatable business diagrams fast
  • +Excellent fidelity when exchanging and revising existing Visio files
  • +SVG and PDF export keep shapes legible outside Visio
  • +Works naturally with Microsoft 365 embedding and document review workflows
Cons
  • –Real-time coauthoring is limited compared with web-first diagram tools
  • –Cross-device editing friction increases when teams mix desktop and web workflows
  • –Diagram automation and add-ins require Microsoft-centric tooling discipline
  • –Advanced collaboration features often depend on tenant and file handling setup
Use scenarios
  • Analysts and documentation teams

    Build routed spider relationship diagrams

    Structured relationship maps for review

  • IT infrastructure and network teams

    Draft rack and topology diagrams

    Editable network documentation

Show 2 more scenarios
  • Enterprise governance teams

    Maintain standardized process and org visuals

    Reusable diagrams with consistent standards

    Apply shared templates, symbols, and layout conventions across diagram types.

  • Technical writers and communicators

    Export vector diagrams for publishing

    Portable visuals for reuse

    Export diagrams for documents, portals, and presentations in common static formats.

Best for: Fits when diagram documents must stay compatible with Visio ecosystems and Microsoft 365 review workflows.

#3

Mermaid Live Editor

API-first

Browser-based editor for generating diagrams from Markdown-inspired syntax.

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

Live Mermaid syntax rendering turns diagram edits into quick text iterations with immediate visual feedback.

Mermaid Live Editor’s core workflow is writing Mermaid syntax and seeing the diagram update immediately, which reduces the time spent on canvas drawing and connector alignment. The editor also provides diagram embedding options so rendered output can be placed into documentation pages that accept Mermaid content. Diagram version history supports rollback when syntax changes break a rendering.

A key tradeoff is that Mermaid diagrams are constrained by the syntax model, so complex custom layouts and highly tailored wireframes require more work than general-purpose diagramming tools. Mermaid Live Editor fits process mapping drafts, architecture sketches, and documentation diagrams where text-based change reviews matter.

Pros
  • +Text-first Mermaid syntax with live render reduces manual layout work
  • +SVG and PNG exports fit documentation and slide workflows
  • +Real-time coauthoring supports diagram edits during reviews
  • +Diagram embedding keeps documentation and source in sync
Cons
  • –Fine-grained control for custom drawing layouts takes more effort
  • –Complex diagram styling options remain limited versus full canvas tools
Use scenarios
  • Engineering documentation teams

    Maintain architecture diagrams in docs

    Faster updates during reviews

  • DevRel and technical writers

    Ship consistent sequence diagrams

    Lower diagram rework

Show 2 more scenarios
  • Software teams in code review

    Review diagram changes as text

    Clearer change intent

    Captures diagram logic in plain text so changes are easier to compare and discuss.

  • Project analysts

    Draft process maps quickly

    Quicker first drafts

    Creates flow-style diagrams for early process mapping without complex canvas operations.

Best for: Fits when documentation teams need repeatable diagram updates from text with reviewable changes.

#4

Gliffy

SMB

Cloud-based diagramming tool integrated with Atlassian Confluence and Jira.

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

SVG and PDF export preserve vector output for documentation and design review.

Gliffy provides a shape-and-connector drawing workflow that suits process mapping and documentation diagrams without requiring desktop tools. Template coverage helps teams start quickly for flowcharts and wireframes, while the editor’s connector behavior keeps diagrams readable as nodes move. Shared diagrams can be embedded for documentation use, and exports produce SVG, PDF, and PNG outputs for handoff to systems that do not render the Gliffy editor.

Pros
  • +Template library covers flowcharts, wireframes, and org charts
  • +Connector routing keeps diagrams readable during layout changes
  • +Exports include SVG and PDF for consistent documentation handoff
  • +Comments and diagram version history support review and rollback
Cons
  • –Automation and API integration are limited for custom diagram pipelines
  • –Complex modeling formats get less depth than diagram-specialist tools
Use scenarios
  • product documentation teams

    Maintain diagrams inside living documentation

    Faster updates across documentation

  • operations and process owners

    Map and revise workflows with comments

    Clearer process alignment

Show 2 more scenarios
  • HR and org ops teams

    Publish org charts for internal planning

    Fewer manual redraws

    Draft org charts in the browser and use version history to track structural changes.

  • UX and wireframe reviewers

    Review page structures with exports

    Lower review friction

    Build wireframes from templates and share outputs as PNG or PDF for critique.

Best for: Fits when teams need fast diagram authoring plus exports for documentation workflows.

#5

SmartDraw

SMB

Diagram software for flowcharts, mind maps, and floor plans.

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

Template-based diagram generation that converts structured inputs into formatted diagrams using SmartDraw automation and API workflows.

SmartDraw delivers diagramming through a template-first editor with shape libraries and built-in formatting rules. It supports flowcharting, org chart, and system architecture diagrams, with export options like SVG and PDF and file import from Visio.

Pros
  • +Template-driven layouts reduce manual alignment and styling work
  • +Visio import plus SVG and PDF export covers common handoff paths
  • +Object-linked diagram comments support review inside the canvas
  • +Real-time coauthoring keeps diagrams editable during collaboration
Cons
  • –Diagram generation via API requires schema-like mapping of template elements
  • –Advanced notation coverage is weaker for specialized standards than niche tools
  • –Large diagrams can feel slower when many connected objects are selected
  • –Governance needs extra discipline for consistent templates across teams
Use scenarios
  • Operations and quality teams

    Generate fishbone diagrams from templates

    Shared analysis visuals

  • Electrical teams and small businesses

    Produce wiring layouts and schematics

    Easier revisions and sharing

Show 2 more scenarios
  • Software teams and educators

    Create UML class and sequence diagrams

    Consistent system diagrams

    Use guided templates to generate consistent UML diagrams for design and teaching materials.

  • IT administrators and network teams

    Standardize device and port documentation

    Review-ready network documentation

    Create readable network diagrams with reusable layouts and consistent formatting rules.

Best for: Fits when teams need fast, template-driven diagram production with reliable import and export.

#6

ConceptDraw

enterprise

Business graphics suite for diagrams, mind maps, and project charts.

7.8/10
Overall
Features7.8/10
Ease of Use7.9/10
Value7.7/10
Standout feature

Template-driven diagram creation with extensive built-in shape libraries tuned to many diagram types.

ConceptDraw targets diagram-heavy work like flowcharts, org charts, mind maps, network diagrams, and architecture drawings with built-in templates and shape libraries. It emphasizes vector editing on a dedicated canvas with connector routing and export to common image and document formats.

Pros
  • +Large built-in shape and template set for common diagram categories
  • +Connector routing helps keep diagrams readable during frequent edits
  • +Visio import supports migration of legacy diagram assets
  • +Vector-first editing supports clean scaling and exports
Cons
  • –Collaboration tooling is limited compared with web-first coauthoring tools
  • –API and automation surface is not a primary focus for integrations
  • –Advanced diagram automation like auto-layout is constrained for complex graphs
  • –Governance controls like RBAC and audit logs are not a clear strength
Use scenarios
  • Communications and documentation teams

    Export diagrams for manuals and decks

    Reusable assets in office workflows

  • IT and network teams

    Document connected infrastructure topology

    Reusable network diagrams

Show 2 more scenarios
  • Systems analysts and technical doc teams

    Model data flows with reusable elements

    Reusable data flow diagrams

    Create structured data flow diagrams with reusable diagram components across analysis documents.

  • Engineers and technical illustrators

    Produce vector technical illustrations

    Editable technical visuals

    Create editable vector-based technical drawings for structured documentation and illustration needs.

Best for: Fits when diagram authors need strong vector editing and template-driven standards for static deliverables.

#7

OmniGraffle

SMB

macOS and iOS diagramming app for precise vector graphics.

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

Object-level style reuse with layers and structured templates designed for keeping large diagram libraries consistent.

OmniGraffle turns macOS sketching into production diagrams by combining a vector canvas with precise connectors and style controls. It supports diagram templates, layers, and reusable graphic styles so teams can keep complex wireframes, org charts, and system architecture diagrams consistent.

Pros
  • +Vector drawing and connector routing geared toward crisp diagram typography
  • +Layers and reusable styles keep large diagram sets consistent
  • +SVG and PDF exports work well for documentation and design handoff
  • +Visio import supports migration of existing enterprise diagrams
Cons
  • –Platform focus on macOS limits cross-platform collaboration scenarios
  • –Automation and integration require scripting knowledge rather than a simple API
Use scenarios
  • Technical documentation teams

    Generate recurring diagrams via scripts

    Less manual diagram work

  • Software architects and engineers

    Map architecture with reusable symbols

    Consistent architecture documentation

Show 2 more scenarios
  • Consultants and educators

    Publish multi-page diagram sets

    Publication-ready visuals

    Create polished diagrams and multi-page drawing sets for reviews, reports, and printed materials.

  • Operations teams and business analysts

    Create swimlane process flowcharts

    Clear process representations

    Use flowcharting with routed connectors to represent decisions and responsibilities clearly.

Best for: Fits when documentation teams need precise vector diagram control on macOS.

#8

Miro

enterprise

Visual collaboration platform with robust diagramming capabilities.

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

Shape comments and threaded discussion persist on the canvas for iterative diagram reviews.

Miro is a diagramming canvas built for teams that need more than static diagrams. It supports real-time coauthoring, templates for common diagram types, and comment threads tied to shapes.

Pros
  • +Real-time coauthoring with shape-level comments for diagram review workflows
  • +Large template library for planning artifacts and standard diagram layouts
  • +Export to SVG, PDF, and PNG for downstream documentation and sharing
  • +Connector behavior maintains connections as shapes move on the canvas
Cons
  • –Dense diagrams can become slow to pan and edit on large boards
  • –Advanced diagramming layouts need manual tuning beyond basic templates
  • –Text-heavy diagram readability depends on careful styling and spacing
  • –Cross-board reuse requires cloning or linking patterns that add overhead
Use scenarios
  • Analysts and organizational planners

    Represent stakeholders and information flows

    Shared model for discussion

  • Educators and learning teams

    Run collaborative training board activities

    Replayable activity materials

Show 2 more scenarios
  • Agile teams and managers

    Capture retro feedback in context

    Traceable review record

    Collect feedback and annotate board artifacts with comment threads tied to the diagram objects.

  • Business leaders and planning teams

    Turn strategy notes into execution plans

    Reviewable visual plan

    Translate strategy inputs into visual roadmaps and milestone trackers for shared execution planning.

Best for: Fits when teams want editable diagram boards with real-time collaboration and shareable exports for documentation.

#9

Graphviz

API-first

Open-source graph visualization software using the DOT language.

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

DOT-driven layout and rendering pipeline that converts text graph specs into consistent SVG or PDF outputs.

Graphviz turns diagramming into a text-first workflow where node and edge definitions are rendered by layout engines.

Pros
  • +Text-based DOT makes diagrams reproducible in version control
  • +Automatic layout handles large graphs without manual positioning
  • +Exports include SVG and PDF for documentation workflows
  • +Cluster and subgraph grouping supports structured diagrams
Cons
  • –Editing complex diagrams in text can slow iteration
  • –Limited interactive authoring compared with canvas-based editors
  • –Advanced styling and routing often need DOT tuning
  • –Collaboration and governance controls are not built in
Use scenarios
  • Infrastructure and network engineers

    Visualize logical component relationships

    Versionable diagram outputs

  • Engineering and operations teams

    Regenerate workflow diagrams after edits

    Consistent flow diagrams

Show 2 more scenarios
  • Documentation teams and researchers

    Render graph diagrams for published notes

    Diagrams ready for documents

    Export rendered outputs into vector or image formats for reports and technical materials.

  • Analysts and technical researchers

    Model entities and relationships as graphs

    Compact entity relationship map

    Create compact relationship maps from text-defined views suited for conceptual analysis.

Best for: Fits when diagram output must be generated, versioned, and exported via scripts for technical documentation.

#10

Creately

SMB

Visual workspace for diagramming, whiteboarding, and project management.

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

Element-linked diagram comments that organize feedback around specific shapes and connectors during coauthoring.

Creately pairs a diagramming canvas with tight collaboration features, including real-time coauthoring and shared comment threads. It covers common diagram types like flowcharts, org charts, and BPMN workflows with a large shape and template library.

Pros
  • +Real-time coauthoring with diagram comments that stay attached to elements
  • +Large template and shape library that speeds up first drafts
  • +Connector routing that keeps relationships clear during node edits
  • +Export options for PNG and PDF that preserve diagram readability
Cons
  • –Advanced layout needs can feel manual on dense diagrams
  • –Extensive library usage increases UI clutter for quick sketch workflows
  • –Complex documentation needs may require careful structuring of pages and groups
  • –Import and round-trip fidelity for non-native diagram formats can be inconsistent
Use scenarios
  • Educators and investigators

    Adapt templates for structured explanations

    Reusable tailored diagrams

  • Software architects and system designers

    Draw UML and architecture diagrams

    Consistent design documentation

Show 2 more scenarios
  • Business analysts and requirements teams

    Create use case and requirements visuals

    Reviewable stakeholder models

    Map actors and use cases in UML-oriented canvases with relationship connectors and review comments.

  • Marketing and communications teams

    Produce infographic and visual documents

    Shareable visual documents

    Combine templates, shapes, layers, and formatting controls to create publication-ready visual assets.

Best for: Fits when teams need collaborative diagram editing with templates, comments, and frequent file exports.

Conclusion

After evaluating 10 draw diagram software, Whimsical 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
Whimsical

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 Draw Diagram Software

How do diagrams.net and Miro handle real-time coauthoring and review comments?
Miro supports real-time coauthoring with comment threads tied to shapes on a shared board. diagrams.net focuses on collaborative editing with diagram sharing, while review feedback typically relies on comments and exports rather than persistent threaded review on the canvas.
Which tools support API integration for automating diagram generation workflows?
SmartDraw provides an API and automation connectors designed to generate formatted diagrams from structured inputs. Graphviz is automation-friendly through scriptable DOT rendering and file-based outputs, but it does not provide an interactive API surface for diagram editing.
How does Mermaid Live Editor compare with Graphviz for repeatable diagrams in documentation pipelines?
Mermaid Live Editor renders diagrams from Mermaid text and supports SVG or PNG export that fits reviewable documentation updates. Graphviz generates diagrams from DOT syntax using layout engines, producing consistent SVG or PDF outputs that match script-driven pipelines.
What breaks if a team relies on Figma for diagramming style rules instead of Visio or SmartDraw?
Figma is built around design components and wireframing workflows, so teams often lose diagram-specific formatting conventions that Visio and SmartDraw enforce through shape and connector behavior. Visio file compatibility also matters for revision cycles, while SmartDraw automation ties template formatting to generated diagrams.
When is Visio file import the deciding factor for migration from existing diagram libraries?
Microsoft Visio is the strongest option when teams must preserve Visio drawing structure during round-trip edits. OmniGraffle supports Visio file import for partial migration, and SmartDraw also imports Visio files to keep prior diagrams usable during transitions.
How do SVG and PDF exports differ between Gliffy and Creately for documentation embedding?
Gliffy provides SVG and PDF exports aimed at vector-preserving documentation workflows. Creately also outputs PNG and PDF for publishing, but Gliffy’s emphasis on vector export makes it more suitable when diagrams must stay crisp at varying zoom levels.
Which tool formats best support text-driven diagram specs with automatic layouts for system diagrams?
Graphviz excels at text-driven node and edge definitions and uses layout engines to produce consistent directed graphs and clustered structures. Mermaid Live Editor supports code-driven diagrams from Mermaid syntax, but it is most effective for notations it implements rather than arbitrary graph structures.
How do SmartDraw and OmniGraffle differ in controlling diagram consistency across large libraries?
OmniGraffle uses layers, reusable graphic styles, and structured templates to enforce consistent appearance across large macOS diagram libraries. SmartDraw uses template-driven generation and formatting rules, which helps standardize outputs when diagrams are produced from recurring structured inputs.
What are the common security and governance gaps when teams use web-based diagram canvases like Miro versus Microsoft Visio?
Miro’s shared board workflow increases exposure to collaborator access paths unless organization-wide controls are configured for RBAC and audit log retention. Microsoft Visio fits tighter Microsoft 365 governance patterns for enterprise environments, while web-canvas collaboration still requires explicit permission configuration.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Draw Diagram Software

We separate options in draw diagram software by what happens to your diagrams after you create them: how reliably diagrams export, how well the app handles data and layouts at scale, and how much control it gives over collaboration changes. The best match depends on the formats, edit behaviors, and governance you need for your diagrams to stay consistent.

Export and import fidelity

Why it matters

Export and import fidelity determines whether shapes, connectors, text, and styling survive when you move diagrams between tools or teams. It reduces rework when diagrams leave the authoring app.

How to check

Create a small diagram with a few labeled nodes and curved or right-angle connectors, then export it to the common formats offered. Re-import the exported file and compare spacing, connector endpoints, and font sizes to the original.

Automatic and manual layout control

Why it matters

Layout control matters because diagrams quickly become unreadable if auto-layout fights your structure or reorders elements unexpectedly. Good controls let you preserve intent during edits.

How to check

Build a diagram with multiple groups and connectors, then drag one node and run any auto-layout feature. Verify whether it keeps your grouping/edge routing choices or rewrites the diagram in ways you cannot undo.

Concurrent editing conflict handling

Why it matters

Concurrent editing conflict handling affects whether teammates can update diagrams without creating broken connectors or duplicated elements. It becomes critical when changes happen in parallel.

How to check

Open the same diagram in two browser tabs and make conflicting edits (e.g., rename a node while another tab moves it). Watch what the app does to the connectors and whether it preserves both intentions.

Data-driven diagram generation

Why it matters

Data-driven diagram generation helps when diagram content comes from structured sources, not manual drawing. It also keeps diagrams consistent with changing datasets and labels.

How to check

Look for an import workflow where node labels and connections can be created from a file or table. Ask for a demo that regenerates a diagram from updated input and confirm what remains editable afterward.

Version history and audit trail

Why it matters

Version history and an audit trail matter when a diagram changes after review. They help you identify what changed and roll back without guessing.

How to check

Modify a diagram multiple times (move nodes, change text, change connectors) and then review the app’s history view. Confirm whether you can see who changed what and revert to a specific revision safely.

Red flags

  • Exports that break connectors or scramble text alignment
  • Auto-layout that rewrites your diagram despite manual layout choices
  • History that can’t explain who changed what between revisions

Fit by situation

  • If you frequently share diagrams with other teams and tools, prioritize export and import fidelity.
  • If multiple people edit the same diagram in the same day, prioritize concurrent editing conflict handling.
  • If diagram content comes from changing datasets, prioritize data-driven diagram generation.
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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