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Top 9 Best 3D Room Planner Software of 2026

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Top 9 Best 3D Room Planner Software of 2026

Compare 3d room planner software tools and what each supports for layouts, dimensions, and walkthroughs, including Sweet Home 3D.

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

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

3D room planner software matters for turning measurements into buildable layouts, testing furniture placement, and communicating design intent with clients or trades. This comparison helps operators and technical evaluators weigh interactive layout workflows against render quality, VR or AR viewing, and any workflow needs for integration and automation.

Sweet Home 3D is the best overall choice for desktop-first planners because its live 2D-to-3D loop lets you edit walls on the floor plan while instantly checking orbit and pan walkthrough views, whereas Planner 5D fits small teams that need quick furniture-and-material visuals with fast camera walkthrough iterations.

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

Sweet Home 3D

2D floor-plan editing drives an immediate 3D view with orbit and pan camera controls for rapid iteration.

Best for: Fits when a desktop-first room planner needs quick wall editing, walkthroughs, and basic exports for review cycles.

2

Planner 5D

Editor pick

Design-time furniture, finish, and material libraries combined with live camera walkthroughs for fast presentation iterations.

Best for: Fits when small teams need quick 3D interior layouts and client-ready visuals without CAD modeling overhead.

3

Cedreo

Editor pick

Estimate-linked presentation workflow that turns a browser-based room plan into client-ready visuals with a guided walkthrough.

Best for: Fits when remodeling teams need fast 3D room planning for client presentations without heavy modeling expertise.

Comparison Table

1
Sweet Home 3DBest overall
vertical specialist
9.4/10
Overall
2
8.9/10
Overall
3
8.8/10
Overall
4
8.4/10
Overall
5
8.3/10
Overall
6
7.9/10
Overall
7
7.5/10
Overall
8
7.2/10
Overall
9
vertical specialist
6.9/10
Overall
#1

Sweet Home 3D

vertical specialist

Open-source desktop application for 2D floor plan drawing with real-time 3D preview.

9.4/10
Overall
Features9.4/10
Ease of Use9.5/10
Value9.3/10
Standout feature

2D floor-plan editing drives an immediate 3D view with orbit and pan camera controls for rapid iteration.

Sweet Home 3D targets people who need local 2D-to-3D room design with quick editing loops. It provides wall editing, an object catalog for furniture and fixtures, and real-time camera walkthroughs with multiple view styles.

Export supports image and video outputs for client handoffs, while 3D model interchange uses common format paths for moving designs between tools. Compared with more workflow-heavy planners, its browser-based authoring and portable desktop behavior favor straightforward layouts over deep BIM-style interoperability.

Pros
  • +Fast 2D-to-3D design loop with live camera preview
  • +Wall editing tools work directly on the floor plan canvas
  • +Large furniture and fixture library for typical room setups
  • +Exports images and walkthrough videos for straightforward presentations
Cons
  • –Limited advanced lighting and daylight simulation compared with heavier renderers
  • –Material finish controls are less granular than high-end planners
  • –Collaboration is not a native focus for multi-editor teamwork
  • –Deep BIM interoperability and schema-level exchange are not a primary workflow
Use scenarios
  • Facilities and space planning teams

    Compare repeated layouts across similar rooms

    Consistent layout review across sites

  • Homeowners planning room setups

    Test furniture arrangements before moving items

    Faster layout decisions

Show 2 more scenarios
  • Renovation planners and residents

    Adjust walls and openings for concepts

    Clear concept for stakeholders

    Designers and residents explore renovation ideas by changing room geometry and checking fit around openings.

  • Furniture planners and installers

    Validate fit and clearances for items

    Reduced placement and clearance mistakes

    Planners use object dimensions and plan placement to spot spacing issues before final purchases.

Best for: Fits when a desktop-first room planner needs quick wall editing, walkthroughs, and basic exports for review cycles.

#2

Planner 5D

SMB

Browser and mobile 3D room planner with drag-and-drop furniture and AI-assisted floor plan recognition.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

Design-time furniture, finish, and material libraries combined with live camera walkthroughs for fast presentation iterations.

Planner 5D is a browser-based 3D room planner that pairs a guided layout workflow with a large furniture and material library. It supports parametric room dimensions, wall editing, and common interior elements like doors and windows, then renders scenes using its real-time preview.

The app also enables camera walkthroughs and exports image and video outputs for design reviews. Planner 5D works best as a fast design and presentation tool rather than a CAD-grade modeling system.

Pros
  • +Real-time rendering makes material and lighting changes easy to verify
  • +Parametric room dimensions reduce rework when layouts shift
  • +Large furniture and material libraries speed up furnishing and styling
  • +Camera walkthroughs provide clearer client-facing presentation views
Cons
  • –CAD-like precision tools for construction details are limited
  • –Multi-room project organization can get cumbersome on larger jobs
  • –3D model interchange and BIM interoperability are not the primary focus
  • –Advanced automation and extensibility are limited to in-app workflows
Use scenarios
  • Small business space planners

    Layout dental and equipment-focused rooms

    Aligned visual room arrangement

  • Homeowners and residential designers

    Plan apartments with openings and furnishings

    Coordinated floor plan concept

Show 2 more scenarios
  • Property staging and marketers

    Generate furnished visuals for listings

    Review-ready promotional visuals

    Furnish rooms and render walkthrough views for marketing materials and review with clients.

  • Office planners and workplace teams

    Evaluate desk and circulation arrangements

    Clear stakeholder layout review

    Test office desk layouts in furnished 2D and 3D scenes, then share visuals for practical handoff decisions.

Best for: Fits when small teams need quick 3D interior layouts and client-ready visuals without CAD modeling overhead.

#3

Cedreo

SMB

Cloud 3D home and room design software for builders, remodelers, and interior designers.

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

Estimate-linked presentation workflow that turns a browser-based room plan into client-ready visuals with a guided walkthrough.

Cedreo pairs a browser-based 3D room planning editor with estimate-ready outputs for remodeling and construction workflows. The layout flow supports parametric room dimensions plus wall editing, so projects can be iterated from quick measurements into a shareable 3D model.

Cedreo also includes door and window libraries, a structured furniture and finish catalog, and export options for presenting design outcomes to clients. Camera walkthrough and client presentation modes help turn a static layout into an understandable visual sequence.

Pros
  • +Browser-based editor reduces setup time for design sessions
  • +Parametric room dimensions speed iteration across multi-room projects
  • +Door and window libraries keep placements consistent during changes
  • +Client presentation walkthroughs convert layouts into clear visuals
Cons
  • –Complex custom modeling needs more fallback steps than CAD-native tools
  • –Deep BIM interoperability depends on specific export and import paths
  • –Advanced material workflows can feel constrained versus DCC tools
  • –Automation and integration via API require planning around data mapping
Use scenarios
  • Residential remodelers

    Create 3D remodel options from measurements

    Clients review scope before ordering

  • Tiny home designers

    Plan compact rooms and openings

    Teams document spatial flow

Show 2 more scenarios
  • Interior designers

    Compare furnishings and finish alternatives

    Clients compare room options

    Interior teams place furniture and finishes in modeled rooms to generate consistent presentation scenes.

  • Home builders sales teams

    Show proposed homes with 3D views

    Sales materials stay consistent

    Builders generate floor plans and walkthrough views to explain layouts and selections during sales discussions.

Best for: Fits when remodeling teams need fast 3D room planning for client presentations without heavy modeling expertise.

#4

RoomSketcher

SMB

Cloud-based 3D floor plan and room design tool with photorealistic rendering and Live 3D walkthroughs.

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

Camera walkthrough and export use the same scene state, so client-facing visuals stay consistent during rapid edits.

RoomSketcher centers on a browser-based editor that lets teams draw and edit walls with parametric room dimensions, then populate scenes using a furniture object catalog and material library. The modeling loop stays tight because camera walkthrough controls and orthographic views support both walkthrough review and measurement-focused checking. Export options include image and video output for review workflows that do not require a 3D viewer. Multi-room projects support consistent styling across spaces, which reduces rework during client-facing iterations.

Pros
  • +Browser editor keeps layout iteration and client review in one workflow
  • +Furniture and material catalog speeds consistent furnishing and finish selection
  • +Floor-plan import supports iterative 2D-to-3D conversion for existing spaces
  • +Image and video export supports stakeholder feedback without extra viewers
Cons
  • –Fine-grained geometry editing is limited versus dedicated CAD workflows
  • –Advanced interoperability and schema-level exchange are not built for BIM pipelines
  • –High-detail lighting control stays constrained to preset-driven options
  • –Automation depth stays light without an extensive API surface
Use scenarios
  • Interior design studios

    Iterate furnished concepts from 2D sketches

    Faster concept approvals

  • Real-estate marketing teams

    Produce consistent apartment walkthrough visuals

    More consistent marketing assets

Show 2 more scenarios
  • Contractors and estimators

    Validate room layouts during planning

    Fewer layout surprises

    Estimators check orthographic views and measurement-like alignment before procurement and installation planning.

  • Property managers

    Standardize furnishing styles across units

    Lower rework per property

    Managers reuse room templates and catalog selections to maintain consistent finishes across multiple units.

Best for: Fits when teams need quick 3D room iterations from floor-plan inputs, plus walkthrough visuals for review.

#5

Homestyler

SMB

Web-based 3D interior design platform offering floor plan drawing, furniture placement, and cloud rendering.

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

Library-first 3D scene authoring that combines furniture placement with material finishes for immediate walkthroughs.

Homestyler turns room layouts into navigable 3D scenes with a browser-based editor and a guided workflow for layout, furnishings, and finishes. The library-driven approach covers common room elements such as furniture objects and materials so designs can move from placement to presentation without manual modeling for every asset.

Pros
  • +Browser editor keeps work in one environment for 3D layout and scene review
  • +Large furniture and material libraries reduce time spent creating common assets
  • +Multi-room projects support consistent look and repeatable design sets
  • +Camera walkthrough mode supports client reviews without exporting a separate viewer
Cons
  • –Floor-plan import is limited compared with CAD-centric room planners
  • –Advanced parametric wall logic is not as controllable as dedicated CAD workflows
  • –Precision measurement and annotation tools are thinner than in professional drafting tools
  • –3D model interchange formats are available but can be lossy across complex scenes
Use scenarios
  • Furniture brands and retailers

    Place catalog items in full room scenes

    Product visuals for design discussions

  • Residential remodelers and designers

    Plan furnished concepts before detailed drafting

    Visual concept for remodel direction

Show 2 more scenarios
  • Interior decorators and homeowners

    Test multiple furniture arrangements for scale

    Comparable options without modeling

    Checks placement and room flow in 3D while selecting catalog furniture without manual modeling each asset.

  • Design-build remodel teams

    Review lighting and surface changes virtually

    Shared agreement on changes

    Helps align teams and clients on remodeling surface treatments and furnishing decisions via 3D walkthroughs.

Best for: Fits when teams need fast 3D room presentations with libraries and multi-room organization.

#6

Space Designer 3D

SMB

Web-based 3D space planning and room design tool with parametric catalogs and VR support.

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

Browser-based room editing with real-time camera walkthrough previews during active wall and furniture changes.

Space Designer 3D is a browser-based 3D room planner that focuses on quick layout building with direct wall editing and dimension controls. It supports 2D-to-3D conversion workflows, then lets users edit rooms, openings, and furniture placement for walkthrough-ready scenes.

Pros
  • +Direct wall editing keeps layouts consistent during frequent revisions
  • +2D-to-3D conversion shortens time from sketch to 3D model
  • +Material and finish libraries support fast texture mapping and re-skinning
  • +Camera walkthrough tools make design review and presentation easier
Cons
  • –Furniture catalog coverage can feel limited versus larger ecosystem competitors
  • –DWG and DXF export support is not suitable for full BIM round-trips
  • –Advanced daylight simulation controls are limited for lighting studies
  • –Multi-room projects need manual organization to avoid scene sprawl
Use scenarios
  • Interior designers and consumers

    Compare furniture scale and finishes in room

    More confident material selections

  • Designers and space planners

    Iterate floor plans with wall edits

    Faster layout alternative decisions

Show 2 more scenarios
  • Retailers and facility planners

    Plan tenant layouts with clearance checks

    Reviewable early reconfiguration plans

    They build or import layouts then position rooms and equipment to review spacing visually.

  • Remodelers and homeowners

    Draft renovation concepts before construction

    Clearer renovation direction

    They try room changes and furniture placement alongside finish updates to visualize remodel outcomes.

Best for: Fits when designers need fast 3D room planning iterations and shareable walkthroughs without deep CAD interoperability requirements.

#7

Planoplan

SMB

Web-based 3D room planner with VR tours, lighting simulation, and furniture placement.

7.5/10
Overall
Features7.5/10
Ease of Use7.4/10
Value7.6/10
Standout feature

Client-ready project workflow that ties edits to presentation-ready 3D views across multi-room layouts.

Planoplan is designed around a guided room design workflow that starts from floor plan geometry and then builds 3D views for presentation. Wall editing and parametric room dimensions help keep proportions consistent as layouts change. The editor supports door and window placement, furniture insertion, and finish selection, which reduces the time spent on object placement compared with rebuilding models from primitives.

Pros
  • +Browser editor reduces setup friction for design reviews and iterations
  • +Furniture and material catalog speeds repeated layout presentations
  • +Wall editing and parametric dimensions keep layout changes coherent
  • +Multi-room projects support end-to-end space planning
Cons
  • –Custom geometry beyond catalog assets is limited
  • –Advanced rendering controls are less detailed than specialist 3D tools
  • –Import to update existing models can require manual rework
  • –Template governance is needed to keep visuals consistent across designers
Use scenarios
  • Interior design studios

    Create client proposals from layout edits

    Faster proposal turnaround

  • Real estate marketing teams

    Standardize staged interior visuals

    More uniform presentation

Show 2 more scenarios
  • Sales and consulting teams

    Iterate options during client review

    Quicker decision cycles

    Sales teams adjust door and window placement and furnishings in the same project for on-the-spot feedback.

  • Small architecture teams

    Plan multi-room interiors in one workspace

    Fewer handoffs

    Small teams maintain a single project for rooms and generate exports for internal and client review.

Best for: Fits when interior teams need fast, consistent 3D client presentations from editable layouts.

#8

Decor Matters

SMB

Mobile and web 3D room design app using AR for furniture placement and visualization.

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

Catalog-first placement workflow that links furniture selection, scene updates, and walkthrough viewing.

Decor Matters focuses on design iteration for furnished rooms. Floor-plan import, wall editing, and object placement are built into one workflow that supports orthographic and perspective review as designs change. Furniture catalog browsing and material selection are tied directly to the scene, so designers can re-render and re-queue new camera angles without rebuilding the project. This workflow shape fits retailers and interior design teams that move from layout to client visuals in one session.

Pros
  • +Browser editor keeps room layout and furnishing in one workflow
  • +Camera walkthrough controls support client-ready viewing angles
  • +Catalog-driven furniture placement reduces manual asset management
  • +Material and finish selection stays tied to the active scene
Cons
  • –Advanced geometry editing is limited versus general 3D modelers
  • –Floor-plan import quality directly affects wall and opening alignment
  • –Custom assets require more steps than catalog-based placement
Use scenarios
  • Interior design teams

    Client room layouts from supplied floor plans

    Faster client approval cycles

  • Retail merchandising teams

    In-store style board to 3D view

    Consistent visual merchandising

Show 1 more scenario
  • Real estate staging teams

    Before-and-after walkthrough visuals

    More persuasive listings

    Use wall edits and catalog furniture to generate walkthroughs for staged room marketing.

Best for: Fits when design teams need fast furnished-room iterations from a floor plan.

#9

Roomle

vertical specialist

Web and AR 3D room configurator with parametric furniture components for interior planning.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Browser-based camera walkthrough output tied to parametric room dimensions for rapid client-ready iterations.

Roomle is a browser-based 3D room planner that turns room measurements into navigable 3D views for client-ready walkthroughs. It focuses on parametric room dimensions with wall editing, then supports placement of furniture and material finishes for photorealistic rendering.

Pros
  • +Parametric room sizing keeps proportions consistent during edits.
  • +Client walkthroughs combine camera walkthrough with orbit and pan navigation.
  • +Material and finish libraries produce consistent look across variants.
  • +Multi-room projects support scenario iteration within one project space.
Cons
  • –Floor-plan import tools are less detailed than dedicated CAD-to-3D pipelines.
  • –Furniture placement can feel constrained versus SketchUp-style freeform modeling.
  • –Advanced BIM interoperability requires additional 3D model interchange steps.
  • –Design review sharing depends on export formats for external annotation.
Use scenarios
  • Furniture retailers and ecommerce teams

    Let shoppers test room furniture setups

    Improved purchase confidence

  • Interior design studios

    Generate furnished scenes from room inputs

    Faster design iterations

Show 2 more scenarios
  • Showroom consultants and dealers

    Present finish and layout alternatives

    More persuasive client proposals

    Build floor-plan-based layouts, place catalog products, and show material and finish options.

  • Residential designers and space planners

    Develop connected early house layouts

    Aligned early concept decisions

    Create rooms, openings, furnishings, plan views, and walkthroughs from a shared model.

Best for: Fits when designers need fast 3D client presentations with controlled room dimensions and repeatable material styling.

Conclusion

After evaluating 9 3d room planner software, Sweet Home 3D 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
Sweet Home 3D

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 Room Planner Software

How do SketchUp and Planner 5D handle design changes during a client walkthrough without breaking the scene state?
Planner 5D keeps a live design-time workflow where the real-time preview and camera walkthrough are driven by the same active scene. RoomSketcher goes further by tying image and video export to the camera walkthrough scene state so rapid wall or furniture edits stay consistent in client-facing visuals.
Which tools support floor-plan import and then convert that input into editable 3D geometry for wall editing?
RoomSketcher supports floor-plan import and subsequent rework to enable quick wall edits in a navigable 3D model. Sweet Home 3D also starts from 2D floor-plan editing and drives an immediate 3D view, while Space Designer 3D focuses on 2D-to-3D conversion workflows before room and opening edits.
What tradeoff appears when choosing a library-first editor like Decor Matters versus a parametric-dimension workflow like Roomle?
Decor Matters emphasizes a guided catalog-first planning flow that links furniture selection and scene updates through walkthrough viewing. Roomle leans on parametric room dimensions for controlled 3D views, so complex custom spatial geometry beyond its dimension model can take longer than in a broader freeform editor.
When exporting design assets for collaboration, which tools tie versioning to project artifacts rather than separate file handoffs?
Planoplan ties collaboration and versioning to project artifacts so reviews map to presentation-ready 3D views across the same multi-room layout. RoomSketcher instead supports browser-based project sharing across multi-room spaces, with export staying consistent for client presentations even as edits happen.
How do RoomSketcher, Homestyler, and Planner 5D differ in how lighting presets affect still images and walkthrough output?
RoomSketcher provides basic lighting presets designed for consistent visual feedback between walkthrough visuals and exports. Planner 5D includes lighting presets with a real-time preview workflow, and Homestyler applies finishes and presentation outputs from its library-driven scene authoring so the same authored look carries into walkthrough reviews.
Which tools provide door and window libraries that match the rest of the room editing workflow?
Planner 5D includes door and window support as part of its guided interior layout editing. Cedreo also includes structured door and window libraries inside its remodeling-focused planning flow, and it keeps camera walkthrough and client presentation modes aligned with those openings.
How does Cedreo’s remodeling-oriented output differ from a pure design-review workflow in RoomSketcher?
Cedreo targets remodeling workflows by turning a browser-based room plan into estimate-ready outputs linked to client presentation visuals and walkthrough sequences. RoomSketcher centers on design review and client presentation by converting furnished layouts into navigable 3D scenes optimized for fast edits and export consistency.
Where does data migration typically break down when moving projects between tools like HomeByMe and Space Designer 3D?
HomeByMe’s workflow revolves around importing a floor-plan image and driving walls, dimensions, and materials inside the same editor, so migrating authored scenes requires rebuilding structure and material mappings. Space Designer 3D focuses on conversion from input plans into its own room editing model with texture mapping controls, so transfers often require reconfiguring materials and object placements to match its data model.
What technical requirement differences show up between browser-first tools and desktop-first tools when teams want orbit and pan controls during authoring?
Sweet Home 3D supports a browser-based authoring approach while favoring straightforward desktop-style iteration, and its real-time walkthrough includes orbit and pan camera controls. RoomSketcher and Roomle are browser-based as their primary deployment shape, so teams relying on local desktop workflows usually test how their browser performance handles multi-room camera walkthroughs and exports.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right 3d Room Planner Software

We separate options by how accurately and flexibly they let you build a usable 3D room plan, then reuse it for your next layout. Look closely at object controls, floor-plan import quality, and export workflow rather than just visuals.

Floor-plan import fidelity

Why it matters

Floor-plan import fidelity determines whether your 3D model matches your existing sketch or starts drifting. When it’s inconsistent, you spend time fixing basic geometry instead of designing.

How to check

Use a sample floor plan you already have (PDF/JPG/DWG-style) and import it. After import, measure a known wall length and check whether doors and openings land where expected.

Room scale and measurements consistency

Why it matters

Room scale and measurements consistency keeps furniture placement and clearances realistic. If units or snapping behave oddly, your plan may look right but work poorly in real space.

How to check

Start with a blank room and set a room size and a doorway width. Place a standard chair and verify it aligns with the specified dimensions without hidden scaling changes.

Furniture transform controls

Why it matters

Furniture transform controls affect how quickly you iterate on layouts and final placements. Weak rotation, snapping, or alignment makes even small changes feel slow and error-prone.

How to check

Place several furniture items and try rotating, nudging, and snapping them to walls. Confirm you can align along edges consistently and that items don’t drift after repeated edits.

Door and window placement behavior

Why it matters

Door and window placement behavior impacts usable space right where plans are decided. Poor handling can create blocked paths or openings that don’t cut into walls correctly.

How to check

Add a door and a window, then move walls around them. Check whether openings remain cut correctly and whether new wall lengths keep the opening anchored as you expect.

Materials and finishes workflow

Why it matters

A materials and finishes workflow helps you communicate the look without breaking the model. If finishes reset or apply inconsistently, revisions become frustrating.

How to check

Apply two different finishes to floors and one to a wall, then make a small geometry change. Verify the materials persist on the same surfaces and don’t smear or re-map unexpectedly.

Export formats for handoff

Why it matters

Export output utility decides whether you can reuse the result for stakeholders or another tool. If exports are incomplete or break scale, the plan won’t survive the handoff.

How to check

Export a 3D view and, if available, a model file plus an image. Re-open the export in a common viewer and confirm scale, orientation, and that key objects remain present.

Red flags

  • Imported plans arrive warped or at the wrong scale
  • Furniture won’t snap or drifts after you rotate
  • Materials reset when you edit walls or openings

Fit by situation

  • If you need to turn your existing sketches into 3D fast, prioritize Floor-plan import fidelity.
  • If you’re planning clearances and practical layouts, prioritize Room scale and measurements consistency.
  • If you must share outputs with others or other tools, prioritize Export formats for handoff.
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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