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Technology Digital MediaTop 10 Best Uml Class Diagram Software of 2026
Top 10 roundup of uml class diagram software options for teams comparing modeling features and tradeoffs, with tools like Creately.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
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Eraser is the best pick for engineering teams that want consistent UML class diagram authoring and smooth XMI exchange, since it keeps models transferable while collaboration stays diagram-first; Sparx Systems Enterprise Architect is a stronger alternative for large orgs needing round-trip UML-to-artifact workflows.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Eraser
XMI exchange supports moving class diagram models across tools without rebuilding diagrams manually.
Best for: Fits when teams need consistent UML class diagram authoring with XMI exchange and collaborative documentation workflows.
Sparx Systems Enterprise Architect
Editor pickRound-trip engineering from UML class models to generated artifacts using Enterprise Architect templates and transformation settings.
Best for: Fits when teams need UML class modeling plus repository-based collaboration and code round-tripping.
Creately
Editor pickClass diagram editing built around relationship connectors and attribute compartments, optimized for fast readability tuning.
Best for: Fits when product teams document class structures and circulate diagrams for design reviews without heavy code generation.
Comparison Table
Eraser
SMBDiagramming tool designed for engineering teams that supports UML class diagrams through sketch-like visuals and text-based generation.
XMI exchange supports moving class diagram models across tools without rebuilding diagrams manually.
Eraser is a modeling-focused UML editor that emphasizes creating and maintaining class diagrams using UML notation elements like multiplicities and visibility modifiers. It provides diagram-level interactions for adding members, adjusting relationships, and maintaining consistent class hierarchy links within a single canvas. Model exchange is practical for collaboration when teams need XMI import and export between tools and workflows.
A tradeoff appears in automation surface coverage since Eraser’s UML modeling actions are mostly interactive rather than programmable through a public API. Eraser fits best when teams want controlled, repeatable diagram construction for reviews and documentation rather than high-throughput scripted diagram generation.
- +Interactive class diagram editing with fast relationship and attribute adjustments
- +XMI import and export for model transfer between modeling workflows
- +Consistent UML element handling for class hierarchy and member definitions
- +Diagram layout controls that reduce manual connector cleanup
- –Limited external automation since there is no widely used public API for scripting edits
- –Round-trip fidelity can vary when importing models created in other tools
- –Large diagrams can feel heavy compared with lighter canvas-only editors
- –Advanced constraint expressions are not a primary focus
software architecture teams
Review class hierarchy and relationships
Fewer interpretation gaps
enterprise modeling teams
Share UML via XMI
Cross-tool consistency
Show 1 more scenario
reverse engineering analysts
Import diagrams for documentation
Reduced rework
Analysts import existing UML artifacts, refine class members, and produce readable documentation diagrams.
Best for: Fits when teams need consistent UML class diagram authoring with XMI exchange and collaborative documentation workflows.
Sparx Systems Enterprise Architect
enterpriseEnterprise-level modeling platform offering comprehensive UML class diagram capabilities, model simulation, and traceability.
Round-trip engineering from UML class models to generated artifacts using Enterprise Architect templates and transformation settings.
Sparx Systems Enterprise Architect generates and edits UML class diagrams with modeling constructs like classes, interfaces, stereotypes, and multiplicities. It supports model repository work so teams can manage class hierarchies, link relationships, and diagram views in a shared dataset.
Enterprise Architect also provides XMI import and export plus round-trip engineering features that connect design models to generated artifacts. Automation can be driven through scripting and model transformation workflows, which helps when class diagram content must stay consistent across multiple diagrams and packages.
- +Strong round-trip engineering between UML class models and code
- +XMI import and export supports data exchange with other tooling
- +Model repository workflows support multi-user class hierarchy management
- +Scriptable modeling automation helps keep diagram content consistent
- –UML diagram layout can need manual tuning for dense class graphs
- –Governance depends on disciplined model structure and naming conventions
- –Advanced modeling tasks can require training in EA-specific tooling patterns
- –Some diagram refinements rely on specialized editor operations
Software architecture teams
Model class structures for system design
Consistent architecture models
Systems engineering teams
Define system structures with traces
Traceable verification paths
Show 2 more scenarios
Architecture governance teams
Produce repeatable architecture baselines
More consistent deliverables
Generate diagrams and release documentation from governed model packages and templates.
Enterprise architecture teams
Map applications and system dependencies
Traceable system landscape
Maintain a connected repository view of systems, dependencies, and interfaces for architecture mapping.
Best for: Fits when teams need UML class modeling plus repository-based collaboration and code round-tripping.
Creately
SMBVisual workspace for diagramming that includes predefined UML class diagram templates and real-time collaboration.
Class diagram editing built around relationship connectors and attribute compartments, optimized for fast readability tuning.
Creators can build class diagrams using UML notation elements and then refine readability with auto-routing and style controls for connectors and text compartments. Collaboration is oriented around shared canvases where multiple people can work on the same model view without creating separate files. For teams that maintain diagrams as living artifacts, Creately’s workspace organization and revision-friendly diagram editing help keep references consistent across sessions.
A key tradeoff appears with code-adjacent workflows that require strict model enforcement, because Creately’s class-diagram validation guidance is not positioned as a full metamodel-driven engineering loop. Creately fits teams that document domain structures and design intent using class hierarchy views, then circulate diagrams for reviews and handoffs rather than generating authoritative code from UML.
- +UML-focused class diagram elements reduce manual notation setup
- +Auto-routing improves connector clarity on dense class hierarchy diagrams
- +Collaboration on shared canvases supports concurrent diagram editing
- +Workspace organization keeps related diagrams grouped for reuse
- –Model validation is lighter than full round-trip engineering workflows
- –Some advanced UML constraints and profiles need manual workarounds
Product design and system owners
Model domain classes and relationships
Faster design alignment
Software engineering managers
Review class hierarchy changes
Fewer rework loops
Show 1 more scenario
QA and technical documentation teams
Maintain traceable design references
Quicker root-cause mapping
Organize diagram versions in workspaces so defect investigations can reference the latest class structure.
Best for: Fits when product teams document class structures and circulate diagrams for design reviews without heavy code generation.
Astah
SMBUML modeling tool offering class diagram creation, mind mapping, and code generation features for software design.
Interactive class relationship management that updates the class model while keeping diagram structure consistent.
Astah provides a dedicated class diagram workspace with interactive creation of classes, interfaces, and relationships, including multiplicity and aggregation or composition semantics. The editor keeps diagram edits close to model changes, which reduces the gap between drawing and UML intent for teams that iterate frequently. XMI import and export supports round-trip handoffs with other UML environments when those tools can interpret Astah’s UML model structure.
- +Fast class diagram editing with immediate UML element creation and wiring
- +XMI import and export supports model-based interchange beyond screenshots
- +Clear mapping from model elements to diagram compartments like attributes and operations
- +Keyboard-friendly workflow for frequent refactoring of class relationships
- –Collaboration and review workflows are limited compared with web diagram tools
- –Automation and API options are not the primary strength for integration-heavy pipelines
Software architects
Iterate class models for architecture reviews
Cleaner architecture documentation drafts
Modeling teams
Exchange models with other UML tools
Less rework across toolchains
Show 1 more scenario
Enterprise documentation owners
Maintain consistent UML visuals in drafts
Lower diagram maintenance effort
Owners update attributes, operations, and visibility to reflect refactors without rebuilding diagrams manually.
Best for: Fits when a modeling owner needs fast UML class iteration and reliable XMI handoffs.
Visual Paradigm Online
enterpriseVisual Paradigm Online provides flowcharts, UML diagrams, BPMN models, and other technical diagrams.
Connected browser workspace keeps class diagram artifacts organized for ongoing UML documentation work.
Visual Paradigm Online lets teams draft UML class diagrams inside a connected browser workspace with diagram editing focused on software design documentation. It supports model management around diagram artifacts so class hierarchies and relationships stay consistent across iterative updates.
- +Browser-based class diagram editing reduces tool switching for modeling sessions
- +Consistent UML diagram artifacts support repeatable software design documentation
- +Export-focused workflows fit documentation reviews and project reporting
- +Multi-diagram UML modeling supports connected design documentation
- –Model navigation can feel heavy for large class diagrams
- –Advanced diagram layouts may need manual cleanup for dense relationships
Software analysts and developers
Create UML class diagrams with relationships
Consistent design documentation
Documentation and project teams
Export class diagrams into reports
Portable visual artifacts
Show 2 more scenarios
Quality and operations teams
Model class context for investigation
Presentable cause-and-effect analysis
Teams pair UML modeling work with fishbone diagram activity to structure cause-and-effect investigation output.
Business analysts and operations
Link class design to workflows
Shareable process documentation
Teams document operational workflows alongside UML diagram work for structured, shareable process documentation.
Best for: Fits when teams need browser-based UML class diagrams that export cleanly for reviews.
EdrawMax
SMBAll-in-one diagramming software featuring UML class diagram templates, extensive symbol libraries, and cross-platform support.
XMI import and export that keeps class diagram structure transferable between UML authoring tools.
EdrawMax targets UML class diagram work with a large shape library and a worksheet-like canvas for fast drawing. The editor supports UML-specific symbols such as attributes, operations, and visibility modifiers, plus diagram styling controls for consistent notation.
- +Quick class creation with built-in UML compartments for attributes and operations
- +Auto-routing keeps links readable in dense class diagrams
- +XMI import and export supports file-based integration with other UML tools
- +Layout tools help reorganize class hierarchy views without redrawing
- –Model validation and constraint expression support is limited for rigorous OCL workflows
- –Reverse engineering into a fully structured UML model can require manual cleanup
- –Advanced metamodel controls and profile depth are not as comprehensive as code-first tools
- –Large diagrams can slow down when many elements require frequent redraws
Developers and technical teams
Create UML diagrams for design review
Editable design documentation
Crime scene investigation teams
Annotate evidence layouts using layers
Report-ready scene diagrams
Show 2 more scenarios
Technical drafting teams
Generate consistent 2D engineering visuals
Consistent handoff documents
Produce blueprint-style architectural, engineering, and piping diagrams from reusable drawing components.
Business analysts and educators
Build decision trees and workflows
Clear process explanations
Use templates, conditions, nodes, and connectors to visualize branching logic and procedures.
Best for: Fits when teams need fast UML class diagram drafting with file-based interchange and manageable complexity.
Gleek
API-firstText-to-diagram tool that generates UML class diagrams and sequence diagrams from typed commands.
Model-driven diagram synchronization reduces drift between class definitions and what the class diagram displays.
Gleek is a UML class diagram software for teams that need model-based diagramming with a workflow tied to a shared model. It supports defining class structures with visibility, relationships, and diagram organization, then keeps the diagram synchronized with model edits.
- +Model-first editing keeps class relationships consistent while diagrams change
- +Class notation controls for visibility and typed attributes improve readability
- +XMI export supports moving class structures into other modeling tools
- +Project organization helps keep multi-diagram class hierarchies manageable
- –Advanced UML constructs like constraint expressions and profile modeling are limited
- –Automation and API surface for provisioning and governance is not geared for enterprise workflows
- –Layout auto-routing can take manual passes for dense class diagrams
- –Round-trip engineering depth for complex models is weaker than diagram-first competitors
Developers and systems analysts
Generate UML diagrams from text
Repeatable UML outputs
Developers maintaining codebases
Create UML views from source context
Faster structural documentation
Show 2 more scenarios
Product engineering teams
Model system boundaries for requirements
Clearer requirements relationships
Define actors, use cases, and relationships to clarify requirements discussions with structured artifacts.
Engineering review stakeholders
Share diagrams during architecture feedback
Consistent review materials
Use synchronized visual artifacts to gather feedback during architecture, interface, and module reviews.
Best for: Fits when teams maintain class structures in a shared model and need diagram updates without heavy diagram refactoring.
Gliffy
SMBDiagramming application integrated with Atlassian Confluence and Jira offering UML class diagram templates.
Relationship editing stays fast on the canvas with multiplicity label changes that update existing connectors instantly.
Gliffy provides a browser-based class diagram editor with drag-and-drop UML shapes and diagram-wide styling controls. It supports UML-specific semantics such as relationships, multiplicity labels, and class member compartments, which keeps diagrams readable without manual formatting.
- +Drag-and-drop class shapes with built-in compartments for attributes and operations
- +Auto-routing options reduce manual line cleanup for dense class graphs
- +Multiplicity and relationship labeling stays editable after placement
- +Collaboration via in-diagram comments and shareable views
- –UML fidelity is limited versus tools that support deeper metamodel features
- –XMI export and round-trip workflows are not the core focus
- –Constraint expression workflows like OCL are not a first-class modeling path
- –Complex layout control can require iterative manual adjustments
Software developers and architects
Draw class diagrams for documentation
Readable design artifacts
Project teams and documentation owners
Update diagrams inside shared documentation
Up-to-date project visuals
Show 2 more scenarios
Cross-functional review groups
Comment on shared diagram versions
Consolidated feedback
Enable distributed contributors to review diagrams using comments and shareable views with revisions.
IT teams and technical writers
Document systems and infrastructure visually
Consistent system visuals
Assemble reusable icons and connectors to create consistent system visuals for technical documentation.
Best for: Fits when teams need quick UML class diagram drafts and collaborative review without model-code round-tripping.
Altova UModel
enterpriseUML modeling application supporting class diagrams, reverse engineering of code, and forward engineering across multiple languages.
Round-trip engineering that maps UML class structures back to code artifacts for iterative refinement.
Altova UModel targets UML class modeling workflows that mix diagram editing with engineering tasks tied to code.
- +Round-trip engineering links class diagrams with source-code structure
- +XMI import and export supports UML model interchange across tools
- +OCL constraint expressions keep domain rules attached to UML elements
- +UML profile support enables reusable stereotypes and conventions
- –Less diagram-focused than general-purpose diagram tools for quick sketching
- –Advanced validation and constraints work best with disciplined modeling practices
Software engineering teams
Edit class diagrams with model sync
Synchronized modeling artifacts
Developers tied to code
Use code-linked class diagram workflows
Diagram and engineering alignment
Show 2 more scenarios
Architects moving models between tools
Move UML class diagrams via XMI
Portable class models
Import and export class diagrams through XMI to transfer modeling work between toolchains.
Systems architects
Model inheritance and interface structures
Clear structural relationships
Create class diagrams with inheritance and interfaces using synchronized UML class diagram constructs.
Best for: Fits when teams need UML class models tied to code generation or code audits.
Mermaid
API-firstJavaScript-based diagramming and charting tool that renders UML class diagrams from Markdown-inspired text definitions.
Generate class diagrams from plain text definitions that render via Mermaid’s client-side initialization, enabling tight docs-as-code integration.
Mermaid turns UML class diagrams into text definitions that render through a diagram layout engine, which makes versioning and code review practical. Class models use Mermaid’s concise syntax for classes, relationships, multiplicity, and basic styling controls.
- +Text-first class diagrams fit into Git-based review workflows
- +Quick relationship modeling with multiplicity annotations
- +Browser rendering uses a consistent diagram layout engine
- +Styling and link labels work well for readable documentation
- –UML coverage is limited versus diagram editors with richer metamodel support
- –Advanced model validation and constraint expression like OCL is not a native workflow
- –Large class diagrams can become hard to manage without external tooling
- –Round-trip engineering workflows are not the focus of the authoring approach
Developers and data modelers
Maintain class structure in text
Text-maintained class views
Technical writers and documentation maintainers
Render diagrams in Markdown docs
Rendered diagrams in docs
Show 2 more scenarios
Engineering teams in version control
Review diagram diffs in pull requests
Traceable diagram updates
Keep diagram source in repositories so teams inspect changes through version history and commit reviews.
Software architects and engineers
Document architecture components with text
Updatable architecture diagrams
Describe service relationships and components using text-based diagrams that update with source documentation.
Best for: Fits when documentation needs class diagrams from text definitions with fast iteration in developer tooling.
Conclusion
After evaluating 10 uml class diagram software, Eraser 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.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right Uml Class Diagram Software
Teams comparing uml class diagram software usually start with Lucidchart, diagrams.net, and PlantUML workflows, then shift to tooling that can preserve class relationships during interchange. This guide narrows the field to Eraser, Creately, Astah, Visual Paradigm, Sparx Systems Enterprise Architect, Mermaid, EdrawMax, Altova UModel, Gliffy, and Gleek based on how modeling edits carry across diagrams, files, and repositories.
The evaluation emphasis centers on integration depth through XMI exchange, automation and API surfaces when present, and governance controls like model consistency enforcement in day-to-day editing. The tools covered also differ sharply in how they manage round-trip behavior between UML class models and other artifacts.
UML class diagram capabilities that decide interchange and fidelity
UML class diagram software succeeds when edits to classes and relationships keep meaning across files and tool switches. The most reliable tools treat structure as a model and then render diagrams from that model so connectors and attributes stay consistent.
For class hierarchy work, XMI import and export determine whether teams can exchange models without rebuilding class diagrams manually. Automation and a documented API matter most when diagram updates must be triggered by CI pipelines or other systems that manage modeling artifacts.
XMI exchange for class diagram transfer
Eraser supports XMI import and export so class diagram models move between modeling workflows without rebuilding diagrams manually. Astah also supports XMI import and export to hand off models beyond screenshots.
Diagram-to-model consistency during interactive editing
Astah updates the class model while keeping diagram structure consistent during relationship edits. Gleek uses model-driven diagram synchronization to reduce drift between class definitions and what the diagram shows.
Round-trip engineering between UML models and code artifacts
Visual Paradigm runs round-trip engineering to move between code artifacts and UML class models while preserving structure. Sparx Systems Enterprise Architect uses round-trip engineering with generated artifacts from UML class models using transformation settings.
Text-to-diagram iteration for docs-as-code workflows
Mermaid generates class diagrams from plain text definitions and renders through Mermaid initialization for fast iteration in developer tooling. This approach fits teams that treat class diagrams as versioned text rather than a shared modeling repository.
Dense-diagram readability with routing and connector behavior
Creately improves connector clarity with auto-routing on dense class hierarchy diagrams. EdrawMax also uses auto-routing options to keep links readable when many relationships overlap.
Pick a UML workflow by interchange format and round-trip expectations
UML class diagram projects split into two practical philosophies. Some teams want file-based model interchange using XMI while others require model-to-code round-trip engineering from managed repositories.
After interchange strategy is chosen, the next fork is how updates enter the diagram. Text-first tools like Mermaid fit docs-as-code pipelines, while interactive editors like Eraser, Astah, Creately, and Gliffy fit manual modeling with collaboration around the diagram canvas.
Choose XMI as the interchange backbone when multiple UML tools are involved
Select Eraser when teams must exchange UML class diagram structure across tools using XMI without rebuilding diagrams manually. Select Astah when the team needs fast interactive class diagram editing plus XMI-based handoffs.
Choose round-trip engineering when UML diagrams must stay tied to code artifacts
Select Visual Paradigm when reverse engineering into class diagrams and forward engineering from diagrams must preserve structure using round-trip settings. Select Sparx Systems Enterprise Architect when repository-based collaboration and transformation settings must connect UML models to generated artifacts.
Choose docs-as-code when class definitions originate as text
Select Mermaid when class diagrams should be generated from plain text definitions and rendered through Mermaid’s client-side initialization. Avoid relying on Mermaid for advanced metamodel fidelity and constraint expression workflows that are not native to this text-first approach.
Choose interactive readability and connector control for dense class hierarchies
Select Creately when relationship connectors and attribute compartments need readability tuning with auto-routing on dense diagrams. Select EdrawMax when quick drafting requires auto-routing to keep many links legible.
Choose model-driven diagram synchronization when diagrams must not drift
Select Gleek when class relationships must remain consistent as diagrams change because model-first synchronization reduces refactoring work. Use this choice when a shared model is the source of truth and updates must propagate without manual diagram edits.
Choose file-based interchange tools when collaboration is lighter than model governance
Select EdrawMax when teams need XMI import and export for file-based interchange and manageable class diagrams. Select Gliffy when collaborative review drafts matter more than deep XMI and round-trip workflows because XMI export is not the core focus.
Teams and workflows that match UML class diagram tool behavior
UML class diagram software fits different organizational rhythms depending on whether UML is treated as a model that must round-trip with code or as documentation that updates from text or manual edits.
The following segments map tool behavior to concrete workflows using the capabilities each tool emphasizes.
Architecture and platform teams exchanging UML class models across tooling
Eraser and Astah fit when teams need XMI import and export so class structure changes can move between modeling workflows without rebuilding diagrams manually.
Engineering teams running UML-to-code and code-to-UML loops
Visual Paradigm and Sparx Systems Enterprise Architect fit when round-trip engineering must preserve class model structure and connect to generated artifacts from UML.
Developer teams producing diagrams inside a version control review process
Mermaid fits when class diagrams originate as plain text definitions that render quickly with Mermaid initialization and align with Git-based review habits.
Product teams documenting class structures for design reviews with frequent diagram edits
Creately fits when readable relationship connectors and attribute compartments must stay clear through auto-routing on dense class hierarchies.
Shared modeling owners trying to prevent diagram drift over time
Gleek fits when model-driven diagram synchronization keeps the diagram aligned with class definitions as relationships and visibility controls change.
Common failure points when evaluating UML Class Diagram Software
Most UML class diagram issues show up as drift, broken structure, or degraded readability after import, export, or model updates.
These pitfalls become predictable when tool capabilities are chosen for the wrong integration shape or when constraints and advanced modeling features are assumed to be handled automatically.
Assuming XMI interchange preserves diagram intent without checking round-trip fidelity
Eraser supports XMI import and export for model transfer, but round-trip fidelity can vary for models created in other tools. Test the specific class hierarchy and relationship patterns before committing to XMI as the sole interchange path.
Expecting full constraint expression workflows from text-first class diagram generation
Mermaid focuses on generating class diagrams from plain text definitions and does not provide advanced constraint expression workflows like OCL as a native modeling path. Teams that require constraints tied to UML semantics should select a diagram editor with richer modeling support.
Buying a round-trip workflow tool but underestimating layout and model governance needs
Visual Paradigm and Sparx Systems Enterprise Architect rely on consistent model structure so diagrams and generated artifacts do not diverge. Dense class graphs can require manual layout tuning that should be planned for governance, naming, and structure discipline.
Choosing for quick drafting while skipping dense-diagram connector behavior testing
Creately and EdrawMax both emphasize auto-routing for link clarity, but teams still need to validate readability on the actual class hierarchy density. Validate whether multiplicity labels remain readable at the scale of real models.
Ignoring the automation surface when diagram updates must run from external systems
Eraser’s limited external automation stems from a lack of widely used public API for scripting edits. If diagram creation or updates must be triggered by CI or provisioning workflows, prioritize tools with the integration and automation behavior that matches that pipeline.
How We Selected and Ranked These Tools
We evaluated Eraser, Creately, Astah, Visual Paradigm, Sparx Systems Enterprise Architect, Mermaid, EdrawMax, Altova UModel, Gliffy, and Gleek using features 40%, ease 30%, and value 30%. Features weighted XMI import and export behavior, round-trip engineering capability from UML class models, and how class relationship edits preserve diagram structure.
Ease weighted how quickly teams can create classes, wire relationships, and keep attribute and operation compartments readable on dense class graphs. Value reflected how well each tool’s modeling workflow matches real interchange expectations, with Eraser standing out for XMI exchange that supports moving UML class diagram models across tools without rebuilding diagrams manually.
Frequently Asked Questions About Uml Class Diagram Software
How do Lucidchart and diagrams.net handle UML class diagram layout when diagrams grow large?
Which tool supports XMI exchange for moving UML class models between systems with minimal diagram rebuilding?
How does Visual Paradigm manage round-trip engineering between UML diagrams and a model repository?
When teams need code-backed UML workflows, which tool pairs UML class structures with code artifacts?
What breaks if diagrams drift from the model, and how do Gleek and Eraser reduce that risk?
How do Mermaid and Gliffy differ for collaboration workflows on UML class diagrams?
Which editor is better for UML class diagrams that must stay readable through attribute compartment and relationship connector styling controls?
How do admin controls and audit visibility typically differ between desktop modeling tools and browser diagram editors like Gliffy?
Which tool handles constraint rules and advanced UML modeling beyond basic class structure using OCL and profiles?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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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