Commissioned Research
Top 10 Best 3D Design Home Software of 2026

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Furniture And Home Decor

Top 10 Best 3D Design Home Software of 2026

Compare 3d design home software options like Chief Architect, Planner 5D, and Cedreo, covering fit, features, and tradeoffs for homeowners.

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

Search agents gather the source set and the review record, including transcriptions of 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

3D design home software tools turn sketches into editable geometry, then convert that model into plans, visualizations, and construction-ready outputs. This comparison targets analysts and operators who must choose between BIM-grade data models, CAD-style automation, and cloud or device-based visualization pipelines without losing configuration control.

Chief Architect is the best pick for residential designers and builders who need dependable plan-to-3D consistency, since model-linked roof and surface elements update across views so client presentations stay accurate while you iterate. Planner 5D is the alternative for teams focused on quick room layout and staging because live 2D-to-3D updating keeps edits aligned without rebuilding the model.

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

Chief Architect

Model-linked roof and surface elements that update across floor plan, elevations, and 3D views.

Best for: Fits when residential designers need consistent 3D from floor plans for fast client presentations.

2

Planner 5D

Editor pick

Live 2D-to-3D plan updating that keeps edits aligned while staging furniture and finishes.

Best for: Fits when quick room layouts and visual presentations matter more than CAD-grade documentation.

3

Cedreo

Editor pick

One model drives coordinated elevations and interior presentation shots during iterative client revisions.

Best for: Fits when residential design teams need repeatable 3D proposal views without CAD-level modeling complexity.

Comparison Table

1
Chief ArchitectBest overall
enterprise
9.0/10
Overall
2
8.8/10
Overall
3
8.6/10
Overall
4
8.5/10
Overall
5
8.1/10
Overall
6
7.7/10
Overall
7
7.4/10
Overall
8
7.2/10
Overall
9
enterprise
6.8/10
Overall
10
6.6/10
Overall
#1

Chief Architect

enterprise

Professional home design software for architects and builders with automated construction documents.

9.0/10
Overall
Features9.0/10
Ease of Use9.0/10
Value9.0/10
Standout feature

Model-linked roof and surface elements that update across floor plan, elevations, and 3D views.

Chief Architect focuses on residential home design workflows that move from floor plan drafting to 3D visualization without forcing a CAD-first mindset. The software’s plan-to-3D building model supports automatic generation of elevations, sections, and roof elements tied to the underlying building design.

It also provides photo-style rendering and walkthrough-style viewing that targets design review for homes rather than general-purpose mesh modeling. Chief Architect adds productivity through large object libraries and remodeling-centric tools that keep geometry consistent across views.

Pros
  • +Tight plan to 3D building consistency for residential modeling
  • +Object library supports common house elements and fixtures
  • +Rendering and walkthrough views help present design options quickly
  • +Roof tools and framing logic stay linked to the model
Cons
  • –Less flexible for mesh-level sculpting than general 3D modelers
  • –Advanced automation and integration paths are limited compared with BIM-centric stacks
  • –Large models can slow view navigation on modest systems
  • –Coordinating highly custom geometry may require extra manual work
Use scenarios
  • Residential design teams

    Create consistent plan and 3D home models

    Coordinated model across views

  • Outdoor remodeling contractors

    Layout decks, patios, and outdoor kitchens

    Visualized outdoor layout

Show 2 more scenarios
  • Roofing and framing professionals

    Design roof geometry with drawing outputs

    Construction-ready roof drawings

    Teams build roof models and produce coordinated plan, elevation, and framing documentation.

  • Kitchen and bath designers

    Fit-check fixtures and cabinetry in 3D

    Client-ready placement visuals

    Designers test room layouts in coordinated views before producing installation-oriented documentation.

Best for: Fits when residential designers need consistent 3D from floor plans for fast client presentations.

#2

Planner 5D

SMB

Browser and mobile 3D home design platform for floor plans and interior visualization.

8.8/10
Overall
Features8.8/10
Ease of Use8.7/10
Value8.9/10
Standout feature

Live 2D-to-3D plan updating that keeps edits aligned while staging furniture and finishes.

Planner 5D is a home-design tool aimed at fast 3D planning for real rooms and layouts, rather than deep CAD production workflows. It combines a 2D floor plan workspace with a 3D view that updates from the same construction context, so users can iterate on room geometry and furniture placement in minutes.

The object library and material controls support basic interior visualization, including lighting and rendering-style previews that help communicate design intent. Export and sharing workflows are oriented around presenting room concepts and edits to other people rather than generating engineering-grade drawings.

Pros
  • +Floor plan editing drives 3D updates without rebuilding a model
  • +Large furniture and decor library supports quick room staging
  • +Material and lighting controls make visual reviews faster
  • +Browser-friendly workflow fits short design sessions
Cons
  • –CAD-level detailing is limited for engineering documentation needs
  • –Advanced parametric component workflows are not its core focus
  • –Complex multi-discipline layouts require exporting to other tools
  • –Scene organization controls are basic for large projects
Use scenarios
  • Homeowners and residential designers

    Plan apartment room layouts and furnishings

    Aligned plan and room concept

  • Interior designers and freelancers

    Present client walkthroughs of redesign options

    More understandable spatial feedback

Show 2 more scenarios
  • Remodelers and kitchen designers

    Compare kitchen cabinet and fixture arrangements

    Visual layout comparison for renovations

    Arrange cabinets, fixtures, and finishes while viewing circulation and spatial balance in 3D.

  • Interior design teams

    Convert simple plans into early 3D concepts

    Fast early design visuals

    Translate basic floor plans into interior scenes for quick direction before detailed technical work.

Best for: Fits when quick room layouts and visual presentations matter more than CAD-grade documentation.

#3

Cedreo

SMB

3D home design software for builders, remodelers, and real estate professionals.

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

One model drives coordinated elevations and interior presentation shots during iterative client revisions.

Cedreo’s core flow starts with creating a residential layout and quickly deriving elevations and interior views from that model. Photoreal rendering output is geared to proposal use, with camera and scene settings designed for repeatable marketing-style shots. The library of furnishings and materials is built for design-office iteration rather than technical CAD authoring. Cedreo also supports project sharing so multiple stakeholders can review the same design outputs.

A key tradeoff is limited depth for engineering-grade modeling compared with desktop CAD and BIM authoring tools. It fits teams that need frequent redraws for client decisions and want standardized visual outputs without managing complex parametric modeling setups. A good usage situation is producing a revised set of views after layout changes during sales cycles.

Pros
  • +Fast generation of consistent elevations and interior views from one layout
  • +Proposal-ready rendering workflow with client-friendly presentation angles
  • +Object and material library tuned for residential design iterations
  • +Web-based project sharing for coordinated client and team review
Cons
  • –Shallow engineering and BIM modeling depth versus authoring-focused tools
  • –Fewer control options for specialized geometry and analysis
  • –Rendering customization workflow can feel constrained for highly custom scenes
Use scenarios
  • Home remodeling sales teams

    Rapid redesigns for client proposal sets

    More proposals with fewer redraws

  • Design offices coordinating contractors

    Shared project review with stakeholders

    Fewer review loops

Show 2 more scenarios
  • Interior designers

    Material and furnishing visualization

    More client-ready concepts

    Applies furnishings and materials to produce presentation-grade interior angles quickly.

  • Architectural drafters

    Front-end visualizations for residential briefs

    Faster concept presentation

    Generates elevation and perspective outputs from user-driven floor plan inputs.

Best for: Fits when residential design teams need repeatable 3D proposal views without CAD-level modeling complexity.

#4

RoomSketcher

SMB

Cloud-based floor plan and 3D visualization tool for real estate and interior design.

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

Guided remodeling layout from measured floor plans into 3D views with render-ready materials and lighting.

RoomSketcher generates 2D floor plans and turns them into 3D room models for a guided home design workflow. It supports photo-real rendering, measurement-driven layout planning, and guided furnishing layouts using room templates and a searchable object library.

Pros
  • +Fast 2D to 3D conversion workflow for residential layout changes
  • +Photo-real rendering with controllable lighting and materials for presentations
  • +Browser-based project viewing for client feedback without specialized software
  • +Room templates and measurements help reduce manual drawing steps
Cons
  • –Depth of CAD-style detailing is limited compared with parametric modelers
  • –Automation and API access for external integrations is not a primary focus
  • –Library-based furnishing workflows can be slower for highly custom scenes
  • –Advanced documentation outputs like DWG-level editing are not its core strength
Use scenarios
  • Interior designers and decorators

    Present furnished 3D client room visuals

    Faster design signoff reviews

  • Kitchen and closet planners

    Plan cabinetry and storage in measured rooms

    More usable space layouts

Show 2 more scenarios
  • Design teams and contractors

    Share walkthroughs for iterative signoff

    Clearer feedback on changes

    Send project links for browser viewing of updated plans and 3D views during collaboration.

  • Homeowners and landscapers

    Visualize connected outdoor area plans

    Aligned outdoor design decisions

    Generate visual options for outdoor spaces linked to residential property projects and planning discussions.

Best for: Fits when residential remodels need quick 2D-to-3D visualization and client-ready renders.

#5

Homestyler

SMB

Browser-based 3D home design and interior rendering platform.

8.1/10
Overall
Features8.1/10
Ease of Use8.2/10
Value8.0/10
Standout feature

Apartment-style interior layout building with snapping and an interior object library tuned for quick room assembly.

Homestyler pairs a browser-based 3D home editor with an apartment and interior-focused workflow that reduces friction versus general-purpose 3D tools. Scene building uses snapping controls and a curated object library to assemble rooms quickly and iterate layouts without leaving the web interface.

Pros
  • +Browser-based 3D workflow avoids install friction
  • +Room-centric editing focuses on interior layout and styling
  • +Library-based object placement speeds up first drafts
  • +Walkthrough camera views help validate spatial feel
Cons
  • –Geometry tools are limited compared with CAD-grade modeling
  • –Automation and API surface are not exposed for integration workflows
  • –Advanced construction documentation outputs are thin
  • –Large scenes can feel sluggish without scene organization discipline
Use scenarios
  • Interior designers and consultants

    Client proposal walkthroughs with styled scenes

    Faster design approvals

  • Homeowners and remodeling teams

    Remodel visualization before purchasing decisions

    Aligned remodel direction

Show 2 more scenarios
  • Real estate agents and stagers

    Listing-ready staged interior visuals

    Better listing presentation

    Generate furnished scene variations to support property presentations and staging options.

  • Small architecture studios

    Early spatial concepts and rendered views

    Clear visual concept

    Create reviewable interior concept scenes for residential or light commercial discussions before formal documentation.

Best for: Fits when interior designers need fast web-based 3D walkthroughs and visual iteration for residential spaces.

#6

Sweet Home 3D

SMB

Open-source interior design application for drawing 2D floor plans and viewing them in 3D.

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

Real-time 2D plan to 3D interior update during wall, door, and furniture edits.

Sweet Home 3D builds a 3D interior model from an interactive 2D floor plan, so edits to geometry and fixtures immediately affect the 3D view.

Pros
  • +2D-to-3D editing keeps layout changes and spatial view synchronized
  • +Drag-and-drop room furnishing with editable item properties
  • +Walkthrough navigation supports rapid interior review
  • +Export to OBJ plus image renders for handoff and presentation
Cons
  • –CAD-to-BIM workflows are limited for complex building components
  • –Advanced lighting and photorealistic rendering controls are basic
  • –Large multi-level projects can feel slow compared with pro editors
  • –Library customization is manual when switching catalogs
Use scenarios
  • Homeowners

    Test furniture layouts in 3D

    Confident room arrangement choice

  • Interior designers

    Present plan and walkthrough to clients

    Faster design feedback cycles

Show 2 more scenarios
  • Small store teams

    Mock retail fixture placements

    Clear fixture layout proposal

    Place shelving and fixtures to evaluate how the store concept reads from key viewpoints.

  • Homeowners and small teams

    Export images for layout review

    Review-ready visual assets

    Generate shareable visuals to communicate a proposed layout outside the design workspace.

Best for: Fits when small teams need quick indoor layout and 3D walkthrough checks without CAD complexity.

#7

Coohom

SMB

Cloud 3D interior design and rendering platform for designers and furniture retailers.

7.4/10
Overall
Features7.4/10
Ease of Use7.4/10
Value7.4/10
Standout feature

Coohom’s interior-focused library workflow turns furnished rooms into shareable visualization scenes quickly.

Coohom targets home-design workflows with a large prebuilt object and room library plus a web-first modeling and visualization experience. It supports fast scene assembly, walkthrough-oriented presentations, and rendering output aimed at marketing-style interior visuals.

Pros
  • +Web workflow for assembling furnished interiors from a large content library
  • +Walkthrough and presentation exports built around interior marketing scenes
  • +Material and lighting controls tailored to interior visualization tasks
  • +Scene organization features support reusable room layouts
Cons
  • –Automation and integration features feel limited compared with CAD ecosystems
  • –Parametric modeling depth for engineered geometry is not the focus
  • –Export and interchange workflows lag behind CAD tools for production assets
  • –Advanced customization requires staying within the library-driven workflow
Use scenarios
  • Home theater and specialty designers

    Plan room layouts and render proposals

    Client-ready room configuration visuals

  • Kitchen designers and remodelers

    Iterate cabinet and appliance variants

    Faster kitchen approval cycles

Show 2 more scenarios
  • Interior design studios

    Create multiple furnished concept directions

    Clear client concept options

    Assemble layouts, place furnishings, and present consistent visuals to guide client feedback.

  • Architectural visualization teams

    Produce early-stage presentation render views

    Rendered concept views

    Use reusable geometry, then add materials and lighting for proposal-ready interior presentations.

Best for: Fits when interior designers need fast furnished room visualization and consistent presentation exports.

#8

Home Designer

SMB

Consumer-grade 3D home design suite built by Chief Architect for DIY users.

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

Floor-plan-to-3D synchronization that preserves residential assemblies when changing layouts.

Home Designer focuses on 3D home design workflows with floor-plan-to-model authoring and rapid room editing. The software targets residential geometry, including roofs, walls, openings, and interior elements that stay editable as models update.

Pros
  • +Floor-plan-driven modeling keeps walls and openings aligned in 3D views.
  • +Residential roof tools update geometry from plan edits without manual rework.
  • +Walk-through style views support fast presentation for internal reviews.
  • +Object library covers common home elements for quicker early-stage layouts.
Cons
  • –Limited control for mesh-level detailing compared with general modeling apps.
  • –Export workflows can be shallow for downstream CAD and BIM pipelines.
  • –Automation and API extensibility are minimal for customized design rules.
  • –Cross-discipline systems like HVAC and electrical layouts are not first-class.
Use scenarios
  • Homeowners and DIY planners

    Revise layouts with editable walls and openings

    Updated layout and spatial view

  • Residential designers

    Generate roof models and framing guidance

    Roof model and framing plan

Show 2 more scenarios
  • Remodelers and contractors

    Prepare client presentations from one model

    Approval-ready visual materials

    Produce consistent rendered views, elevations, plans, and exported images for approvals and handoffs.

  • Landscape planners and gardeners

    Plan outdoor scenes with 2D and 3D

    Proposal-ready landscape visuals

    Arrange terrain and outdoor elements and generate coordinated site views for proposals and discussions.

Best for: Fits when residential teams need fast 3D updates from floor-plan edits for client imagery.

#9

Revit

enterprise

BIM software for architectural design including residential home modeling and documentation.

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

Revit schedules and tags stay linked to model parameters, so documentation updates with design changes.

Revit provides a model-first workflow where walls, doors, windows, and roof components update across plan, elevation, section, and sheet layouts using shared geometry and parameters. It includes schedules and tags that reflect the underlying model state, which reduces manual rework when layout decisions change. Revit also supports interoperability through DWG, IFC, and common exchange formats that map model geometry and metadata into other tools for review and coordination.

Pros
  • +Bi-directional updates across views, sheets, and schedules from one model
  • +Revit API supports automation for model creation and standards checks
  • +Built-in drafting tools produce documentation-ready plans and elevations
  • +Strong interoperability using IFC and DWG for cross-tool handoffs
Cons
  • –Modeling overhead is higher than mesh-first tools for rapid concepting
  • –Add-in ecosystems can vary by workflow and domain needs
  • –Learning curve is steep for families, parameters, and view discipline
  • –Real-time visualization is less fluid than dedicated renderers
Use scenarios
  • Interior design teams

    Update plans while maintaining material schedules

    Fewer manual revision cycles

  • Architectural drafters

    Produce sheet-ready elevations and sections

    Faster documentation turnovers

Show 2 more scenarios
  • Automation-focused consultants

    Generate repetitive home layouts via API

    Higher throughput for variants

    The Revit API and add-ins can create families, place elements, and enforce conventions.

  • Multidisciplinary project teams

    Coordinate handoffs with IFC

    Cleaner cross-tool exchanges

    IFC exports carry structured building elements to other tools for coordination and review.

Best for: Fits when documented home design sets and coordinated model changes matter.

#10

Live Home 3D

SMB

3D home design app for macOS, iOS, and Windows with detailed interior modeling.

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

Floor-plan driven 3D walkthrough generation with interactive object placement and material editing.

Live Home 3D supports modeling by drawing walls and defining rooms, then converting those spaces into a 3D view where objects can be placed and adjusted. Scene creation includes common household components such as furniture and fixtures, plus customizable materials for surfaces and basic environment setup. Rendering can generate still images and walkthrough-style outputs, which fit client-facing design review cycles that need visuals more than engineering data.

Pros
  • +Room-to-3D workflow supports quick walkthrough review
  • +Object placement and material adjustments are straightforward for interior scenes
  • +Rendering outputs are suitable for client visuals and layout checks
  • +Importing external geometry helps seed furnishing and scene assets
Cons
  • –Limited support for discipline-grade engineering deliverables
  • –Automation and integration features are thin for large managed pipelines
Use scenarios
  • Independent designers

    Turn sketches into walk-through concepts

    Faster concept iteration cycles

  • Small interior firms

    Produce elevation-aligned layout visuals

    More review-ready presentations

Show 1 more scenario
  • Merchandising and staging teams

    Prototype furnishing layouts quickly

    Quicker layout comparisons

    Import scene assets and arrange furniture variants within the same plan.

Best for: Fits when interior design teams need rapid walkthrough visuals from floor layouts.

Conclusion

After evaluating 10 3d design home software, Chief Architect 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
Chief Architect

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 3d Design Home Software

Which tools support parametric, model-driven updates across plans and documentation?
Revit is designed for parametric element modeling where changes propagate into floor plans, elevations, and sections from shared elements. Home Designer also supports floor-plan-to-model synchronization so edits update the 3D scene, but it focuses on residential geometry workflows rather than full BIM coordination like Revit.
How do web-based options handle project sharing and review workflows for clients?
Cedreo generates uploadable web workflows that tie interactive 3D models to automated plan and elevation outputs for proposal iterations. RoomSketcher shares projects via links and browser viewing geared toward non-editors reviewing renders and layouts.
Which platform best fits fast floor-plan-to-walkthrough generation without a full CAD or BIM project structure?
Live Home 3D converts floor plans into interactive 3D scenes for walkthrough review using direct room and object placement. Homestyler uses a browser editor with snapping and an interior object library to build apartment-style scenes with camera walkthroughs for quick layout iteration.
What breaks if a workflow requires CAD-grade interoperability formats like DWG, DXF, IFC, or mesh exchanges for downstream tools?
Cedreo’s pipeline centers on residential presentation outputs rather than engineering-grade exchange, so IFC or CAD-ready documentation paths may not match BIM tool expectations. Sweet Home 3D exports common 3D interchange like OBJ, but its plan-to-3D workflow stays focused on indoor visualization rather than engineering-grade model semantics.
How does SSO and access control typically work across these tools, and what features should admins verify?
Revit’s team control depends on model sharing practices and Revit extensibility through the Revit API for automation of standards and model creation. Web-first tools like Homestyler and Coohom commonly support web workspace collaboration, but admin teams need to confirm RBAC behavior and audit log availability for user provisioning and permission changes.
Which tool provides extensibility through a public API rather than only plug-ins or built-in wizards?
Revit supports extensibility through the Revit API and add-ins that automate model creation, documentation generation, and standards checking. Blender is not on the residential lineup list here, so within the provided set only Revit offers this level of model-level API automation.
When floor-plan changes happen late in a residential project, how do tools preserve consistency across related views?
Revit keeps schedules and tags linked to model parameters so updates reflect across documentation when the model changes. Chief Architect also maintains model linkage so roof and surface elements update across floor plan, elevations, and 3D views after layout edits.
How are roofs and elevation generation handled in residential workflows?
Chief Architect includes roof design tied to the underlying building model so elevations and roof elements update as the plan-to-3D model changes. Revit can generate elevations and sections from view-driven model outputs, but it typically requires a BIM-style element workflow to keep roof behavior consistent with parametric building intent.
Which tool is best suited for measurement-driven layout planning with guided steps into 3D visuals?
RoomSketcher supports measurement-driven layout planning and uses room templates plus a guided furnishing approach to move from 2D floor plans into 3D. Planner 5D focuses on rapid 2D-to-3D updates for room concepts, but it is oriented toward quick presentation staging rather than guided remodeling layouts.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right 3d Design Home Software

Different tools separate most by how well they preserve your 3D design data and by how controllable the workflow is during edits—especially texture and lighting output. Look for guidance in Model editing history and Render quality consistency rather than marketing screenshots.

Model editing history

Why it matters

Model editing history matters because home 3D projects change often, and you need predictable undo/redo or non-destructive edits to avoid redoing work. When the history is shallow, even small tweaks can break layout choices.

How to check

Make a small change after building a room: move a wall, then adjust a material and lighting. Ask whether earlier steps remain editable or whether the app forces you to restart the scene from scratch.

Render quality consistency

Why it matters

Render quality consistency matters because buyers judge the final output, and inconsistent results make it hard to compare options. A tool that looks good once but varies with camera or time creates planning friction.

How to check

Render the same room from two camera angles, then re-render after changing one material. Check whether exposure, shadows, and textures stay coherent without manual chasing of settings.

Material and texture controls

Why it matters

Material and texture controls matter because home design depends on believable surfaces and repeatability. Good controls reduce trial-and-error when you swap finishes across rooms and views.

How to check

Assign two different materials to the same surface and modify scale/roughness or similar knobs. Verify you can repeat the same look across multiple objects without distortions or resets.

Accurate layout to 3D conversion

Why it matters

Accurate layout to 3D conversion matters because your dimensions and room logic should survive the jump from planning to 3D. If conversion is approximate, furniture placement and door/window fit will look off.

How to check

Import or draw a simple rectangular layout, then extrude to 3D. Measure a door opening or wall thickness in the app and confirm it matches what you specified during layout.

Import and export interop

Why it matters

Import and export interop matters because home projects often require round-trips with other tools or file sharing with contractors. If interchange loses materials or scales, you lose time correcting scenes.

How to check

Export a completed room and re-import it, then check scale, orientation, and whether materials still look similar. Ask which file types the tool reads and writes for common 3D workflows.

Red flags

  • Undo resets your scene instead of reversing changes
  • Renders look different across runs for the same view
  • Material edits revert or break when you swap objects

Fit by situation

  • If you expect frequent wall and finish changes, prioritize Model editing history.
  • If your decisions depend on consistent final visuals, prioritize Render quality consistency.
  • If you share scenes with others or import plans, prioritize Import and export interop.
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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