Commissioned Research
Top 10 Best 3D Walkthrough Software of 2026

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Tourism Hospitality

Top 10 Best 3D Walkthrough Software of 2026

Compare 3d walkthrough software options for web sharing and immersive tours, with tradeoffs to weigh when shortlisting tools like Pano2VR.

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 walkthrough software turns captured spaces into interactive viewers for tourism, real estate, and architectural review. This comparison helps technical evaluators weigh capture-to-publish pipelines versus custom real-time builds, including options for hosting, hotspots, scene transitions, and workflow integration for repeatable production.

Pano2VR is the best choice for teams turning panoramic photography into interactive 360 walkthroughs because its hotspot and scripting system makes navigation inside exported scenes straightforward, while Kuula is the better fit for real-estate and design teams publishing guided tours fast thanks to its linked scenes and clickable hotspots for polished browsing.

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

Pano2VR

Hotspot and scripting system for interactive navigation inside exported panorama scenes

Best for: Teams building interactive 360 walkthroughs from panoramic photography

2

kuula

Editor pick

Guided tours with linked scenes and clickable hotspots for navigation

Best for: Real-estate and design teams publishing interactive 360 walkthroughs fast

3

Krpano

Editor pick

krpano scripting engine for custom hotspots, triggers, and navigation flows

Best for: Teams scripting custom panoramic walkthrough logic for branded, interactive experiences

Comparison Table

1
Pano2VRBest overall
interactive viewer
9.2/10
Overall
2
tour publishing
8.9/10
Overall
3
web panorama
8.8/10
Overall
4
cloud walkthrough
8.3/10
Overall
5
custom 3D
8.1/10
Overall
6
real-time 3D
7.8/10
Overall
7
real-time archviz
7.5/10
Overall
8
3D modeling
7.1/10
Overall
9
archviz walkthrough
6.8/10
Overall
10
3D production
6.7/10
Overall
#1

Pano2VR

interactive viewer

Converts panoramic images into interactive viewers for web delivery with navigation, hotspots, and walkthrough controls.

9.2/10
Overall
Features9.2/10
Ease of Use9.0/10
Value9.4/10
Standout feature

Hotspot and scripting system for interactive navigation inside exported panorama scenes

Pano2VR stands out for turning panorama sources into interactive 3D walkthroughs with hotspots, transitions, and navigation built around panoramic viewers. It supports scene sets with linked panoramas, interactive controls, and scripted behaviors for richer walkthrough logic than simple panorama embeds.

The workflow emphasizes assembling media assets, configuring interaction layers, and exporting a packaged player for deployment on the web and in local viewing contexts. When projects need polished navigation and interactivity around image-based 360 content, it often fits better than pure 3D model authoring tools.

Pros
  • +Strong panorama-to-walkthrough pipeline with scenes, hotspots, and navigation controls
  • +Export outputs that package an interactive viewer for straightforward deployment
  • +Scriptable behaviors enable custom interaction beyond basic hotspot links
  • +Handles multi-resolution panoramas for better viewing performance across devices
Cons
  • –Primarily optimized for image-based 360 workflows, not full 3D model authoring
  • –Advanced interactivity setup takes time for teams without configuration experience
  • –Asset prep and tuning for seamless navigation can become labor intensive
  • –Complex projects can be harder to maintain than simpler web embeds
Use scenarios
  • Real estate marketing teams creating property walkthroughs

    Turn stitched 360 photos into a navigable walkthrough with scene links, directional hotspots, and guided transitions between rooms

    Prospective buyers can explore rooms and key features in a single packaged viewer experience.

  • Museum and cultural heritage curators producing self-guided exhibits

    Create an interactive tour where users jump between exhibit angles, view annotations, and trigger scripted behaviors tied to specific panoramas

    Visitors can follow an exhibit narrative with contextual hotspots and consistent navigation across devices.

Show 2 more scenarios
  • Event and venue producers documenting large spaces for sponsor and attendee engagement

    Publish a walkthrough of a venue floor plan using 360 capture sets with hotspots for booths, stages, and wayfinding transitions

    Sponsors and attendees get an interactive, browsable venue map that can be deployed for local viewing and web access.

    The authoring workflow focuses on assembling panoramic media into connected scenes that users can navigate. Hotspots provide quick access to booth information and other event details without requiring 3D scene building.

  • 3D visualization agencies delivering client-ready immersive assets

    Produce reusable walkthrough projects from client-provided panoramas with consistent navigation, interactive controls, and exported packages

    Agencies deliver interactive walkthroughs faster by focusing on pano assembly and interaction setup instead of rebuilding 3D environments.

    The workflow supports structured scene sets and interactive configuration so the same authoring approach can be applied across multiple client deliverables. Export packaging supports deployment as a viewer rather than a standalone app.

Best for: Teams building interactive 360 walkthroughs from panoramic photography

#2

kuula

tour publishing

Publishes interactive 360 and 3D-style walkthroughs with hotspots and tour sharing for property and hospitality marketing.

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

Guided tours with linked scenes and clickable hotspots for navigation

Kuula specializes in publishing immersive 3D walkthroughs from panoramic sources into shareable, web-first experiences. It supports interactive hotspots, guided tours, and customizable viewing controls that help reviewers navigate spaces without installing software.

The platform also focuses on collaboration workflows with team access and asset organization for recurring projects. Export and embed options support marketing and internal review use cases where fast distribution matters.

Pros
  • +Interactive hotspots and tour paths enable structured walkthroughs
  • +Web embeds support easy sharing across teams and clients
  • +Guided tours reduce navigation friction for non-technical viewers
Cons
  • –Advanced 3D editing is limited compared with full modeling tools
  • –Hotspot-driven interaction can feel rigid for complex experiences
  • –Large walkthroughs can require careful media organization to stay manageable
Use scenarios
  • Real estate marketing teams and listing agents

    Publishing 3D walkthroughs for property listings from panoramic photo captures and sharing them via embeds on websites and social campaigns

    Listings receive consistent, interactive property tours that reduce reliance on static photo galleries.

  • Architects and interior designers running iterative client review cycles

    Creating guided walkthroughs for client feedback using hotspots and organized assets across multiple project revisions

    Faster approvals and fewer miscommunications because feedback focuses on named locations within the space.

Show 2 more scenarios
  • Facilities managers and workplace experience teams documenting sites

    Training and orientation using interactive walkthroughs for campuses, offices, or shared facilities

    Employees and visitors can self-navigate spaces and follow structured routes without on-site staff support.

    Kuula enables interactive navigation through spaces that can be shared internally with simple viewing access. Guided tour flows and hotspots support wayfinding and process explanations for recurring locations.

  • Construction and project management teams coordinating site stakeholders

    Sharing construction-phase walkthroughs with stakeholders using embedded, web-based viewing for quick status reviews

    Reduced delays in review cycles because stakeholders can inspect progress quickly from shared links.

    Kuula supports distributing walkthroughs in a way that keeps stakeholders aligned on site progress across remote teams. Hotspots can point to key areas like safety zones, completed work, and upcoming handover points.

Best for: Real-estate and design teams publishing interactive 360 walkthroughs fast

#3

Krpano

web panorama

Packages panoramic walkthroughs into lightweight web viewers with hotspots, transitions, and navigation between scenes.

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

krpano scripting engine for custom hotspots, triggers, and navigation flows

Krpano stands out for delivering 3D walkthroughs through a highly scriptable viewer that outputs self-contained experiences using Web-friendly formats. It supports hotspot navigation, guided tours, multi-resolution panoramic assets, and integration hooks to drive custom interaction logic.

The workflow is strong for teams that can author viewer scripts and manage assets carefully, because the editor and pipeline are not fully WYSIWYG. The result is powerful control over behavior and visuals, with complexity that can slow teams without scripting experience.

Pros
  • +Scriptable viewer behavior enables precise hotspots, triggers, and navigation
  • +Strong support for multi-resolution panoramic rendering for faster scene loading
  • +Flexible export and embedding options for delivering standalone walkthrough experiences
  • +Configurable styling and transitions for consistent branded navigation
Cons
  • –Authoring requires scripting skills for tours, events, and custom interactions
  • –Asset preparation and optimization can be time-consuming for large projects
  • –Less turnkey for teams needing drag-and-drop authoring only
Use scenarios
  • Architectural marketing teams

    Create interactive property walkthroughs for listings

    Higher engagement with space previews

  • Real estate developers

    Publish self-contained showrooms for sales

    Faster sales collateral production

Show 2 more scenarios
  • Industrial training content teams

    Deliver equipment walkthroughs with custom logic

    Repeatable training navigation

    Use viewer scripts to link hotspots to hotspots, overlays, and step-by-step training flows.

  • Museums and heritage curators

    Host scripted virtual exhibits from panoramas

    Improved visitor storytelling

    Build guided routes with contextual hotspots and interaction hooks for interpretive layers.

Best for: Teams scripting custom panoramic walkthrough logic for branded, interactive experiences

#4

Matterport

cloud walkthrough

Creates immersive 3D walkthroughs from capture devices and publishes shareable spaces for tourism and hospitality.

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

Matterport 3D Spaces with measurement and annotation layers in an interactive web viewer

Matterport stands out for producing immersive, room-scale 3D walkthroughs from physical spaces using Matterport’s capture workflow. It supports interactive viewing with measurements, annotations, and shareable experiences that work well for property marketing, assessments, and remote walkthroughs.

Pros
  • +Room-scale 3D walkthroughs with smooth, navigable viewer experience
  • +Built-in measurements, annotations, and guided viewing for practical walkthroughs
  • +Strong organization and reuse of captured spaces for ongoing property programs
  • +Reliable capture-to-publish pipeline that reduces custom 3D rework
Cons
  • –Best results rely on Matterport capture hardware and defined workflows
  • –Editing and asset-level control are limited compared with full 3D suites
  • –Complex scene changes can be slower than editing native 3D geometry
  • –Viewer performance and detail depend heavily on capture quality and lighting
Use scenarios
  • Real estate brokers and property managers

    Create room-scale 3D walkthroughs for listing pages and client showings across multiple units

    More qualified remote viewings and faster scheduling of in-person tours based on clearly communicated space information.

  • Renovation planners and commercial space assessors

    Perform preliminary layout review and scope planning using measurements and structured space data

    Reduced time spent on manual site re-measuring and fewer late changes caused by misread room dimensions.

Show 2 more scenarios
  • Inspection teams for facilities and multifamily properties

    Document sites for maintenance assessments and compliance walkthroughs with annotated observations

    Improved continuity between field observations and follow-up work orders with a consistent visual record of each area.

    The interactive viewer and annotations allow teams to record issues directly onto the captured environment for later review. Shared walkthrough experiences make it easier for stakeholders to inspect the same reference model.

  • Education and museum programming staff

    Provide remote access to exhibits and campus spaces for program planning and accessibility

    Higher participation from remote audiences and more efficient internal planning using a shared spatial reference.

    Matterport walkthroughs enable audiences to explore captured spaces from a computer or mobile device. Structured content supports reusing and organizing captures for program pages and cross-location navigation.

Best for: Real estate, facilities, and construction teams creating repeatable walkthrough content

#5

Unity

custom 3D

Enables custom interactive 3D walkthroughs for tourism and hospitality using real-time rendering and web or standalone deployment.

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

Unity’s real-time rendering pipeline with scripting-driven interactivity and triggers

Unity stands out for producing interactive 3D walkthroughs from a full game engine workflow rather than a simple browser viewer workflow. It supports real-time rendering, physics, scripting, and scene composition for detailed environments and interactive paths.

Pros
  • +Real-time rendering and lighting support strong visual walkthrough fidelity
  • +Scripting and event systems enable interactive exhibits, triggers, and logic
  • +Cross-platform export supports WebGL and native deployment from one project
  • +Asset pipeline supports importing models and materials for rapid iteration
Cons
  • –Authoring workflows require engine knowledge for efficient walkthrough production
  • –Build and performance tuning can take significant effort for large scenes
  • –Walkthrough-specific tooling like guided hotspots needs custom setup
  • –Collaboration and versioning require disciplined project structure for teams

Best for: Studios and technical teams building interactive, high-fidelity 3D walkthroughs

#6

Unreal Engine

real-time 3D

Builds high-fidelity interactive 3D walkthrough applications with real-time graphics for immersive hospitality experiences.

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

Blueprint Visual Scripting

Unreal Engine stands out for producing real-time, cinematic 3D experiences with high-end rendering and physics-driven interaction. Its core toolset includes Blueprint visual scripting, a C++ programming layer, sequencer-based animation, and a robust asset pipeline for building walkable environments.

Pros
  • +Real-time rendering with strong lighting, materials, and post-processing for walkthrough realism
  • +Blueprints enable interactive walkthrough logic without full coding for many use cases
  • +Sequencer and animation tools support camera paths and scripted scene timing
  • +Navigation systems help move agents and structure guided interactions
Cons
  • –Editor learning curve is steep for teams new to Unreal workflows
  • –Optimizing performance across platforms requires ongoing profiling and tuning
  • –Building lightweight walkthroughs can feel heavier than simpler dedicated walkthrough tools
  • –Complex custom logic often needs C++ expertise beyond Blueprints

Best for: Studios building high-fidelity interactive walkthroughs with custom logic and cinematic cameras

#7

Enscape

real-time archviz

Generates real-time architectural visualization and live walkthroughs directly from BIM and CAD models.

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

Live synchronization from BIM to Enscape rendering for instant walkthrough updates

Enscape stands out for real-time, in-editor visualization that turns BIM and CAD models into fast walkthroughs with minimal setup. It supports live updates from design tools so lighting, materials, and geometry changes reflect immediately in the rendered scene. The software focuses on interactive exports such as VR walkthroughs and image or video outputs driven by the same real-time rendering pipeline.

Pros
  • +Live link preview updates materials and lighting during design iterations
  • +One-click walkthrough navigation in the rendered environment for quick reviews
  • +VR output enables immersive stakeholder walkthroughs without separate tooling
  • +Consistent material and lighting workflow reduces rework between iterations
Cons
  • –Advanced scene customization can require workarounds for complex setups
  • –Large models may impact responsiveness during real-time navigation
  • –High-end post-production control is limited versus dedicated renderers

Best for: Architects and designers needing fast walkthroughs directly from BIM workflows

#8

SketchUp

3D modeling

Models architectural interiors and supports walkthrough workflows through extensions and real-time viewing integrations.

7.1/10
Overall
Features7.1/10
Ease of Use7.2/10
Value7.0/10
Standout feature

Dynamic Components for reusable parametric objects

SketchUp stands out for fast conceptual modeling that supports clean massing, interiors, and exterior scenes for real walkthroughs. It offers a straightforward pipeline from geometry to walkthrough views through built-in camera tools and extensions for rendering and animation.

Pros
  • +Intuitive drawing and inference engine accelerates geometry creation for walkthroughs
  • +Camera-based walkthrough navigation supports quick scene reviews and client presentations
  • +Strong model library and extension ecosystem help add rendering and effects
Cons
  • –Native walkthrough realism depends heavily on extensions and rendering configuration
  • –Large models can slow down editing and navigation during walkthrough iteration
  • –Versioning and collaboration can be harder when multiple plugins are used

Best for: Architects and designers needing quick 3D walkthrough authoring from manual models

#9

Lumion

archviz walkthrough

Renders architectural scenes and exports interactive walkthrough-style presentations for hospitality spaces.

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

Real-time Direct Rendering with instant weather and daylight control

Lumion stands out for producing real-time 3D walkthroughs from imported BIM and CAD geometry with fast visual iteration. It ships with a large library of materials, vegetation, lights, and weather effects that directly affect walkthrough realism.

Pros
  • +Large built-in library for materials, plants, lighting, and weather
  • +Fast camera and animation controls for walkthrough pacing
  • +Strong real-time preview to reduce design iteration time
Cons
  • –Scene complexity can tax performance during high-detail walkthroughs
  • –Limited advanced customization compared with specialist rendering tools
  • –Asset-driven scenes need cleanup when incoming geometry is messy

Best for: Architecture and design teams making client walkthrough videos from CAD/BIM models

#10

3ds Max

3D production

Creates detailed 3D environments and supports walkthrough generation through rendering and animation pipelines.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

Modifier Stack-based non-destructive modeling for precise environment refinement

3ds Max stands out for its deep modeling and rendering toolkit combined with the ability to produce interactive walkthroughs from richly detailed scenes. It supports scene creation with polygon modeling, modifier-based workflows, skeletal animation, and material authoring for visual realism.

Pros
  • +Strong polygon modeling plus modifier stack for controllable environment geometry
  • +Production-grade materials and lighting support realistic architectural visuals
  • +Animation tools enable walkthrough-ready paths and timed sequences
  • +Extensive plugin ecosystem for pipeline customization and effect creation
Cons
  • –Walkthrough interactivity often requires export to separate real-time tools
  • –Steep learning curve for advanced scene, lighting, and render settings
  • –Large scenes can slow editing without careful performance management

Best for: Architectural visualization teams needing high-detail 3D scene authoring for walkthrough exports

Conclusion

After evaluating 10 3d walkthrough software, Pano2VR 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
Pano2VR

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 Walkthrough Software

Which tools handle BIM and CAD imports well for walkthrough creation?
Enscape and Lumion both convert BIM and CAD geometry into real-time walkthroughs with fast material and lighting iteration. Enscape favors live updates during design changes, while Lumion focuses on assembling camera paths and timed scene animations for client-ready video.
How do Matterport and Kuula support shared walkthrough viewing for stakeholders?
Matterport publishes room-scale walkthroughs through its capture and publishing pipeline, then layers measurements and annotations in the interactive web viewer. Kuula also publishes shareable interactive experiences, but it centers on panoramic inputs and web-first navigation using hotspots and guided tours.
Which option fits a pipeline that starts from panoramic photography instead of 3D models?
Pano2VR and krpano build interactive walkthroughs from panoramic sources using hotspot navigation and scene transitions. Pano2VR packages a viewer for deployment from assembled media assets, while krpano relies more on scripting to control triggers, navigation logic, and multi-resolution assets.
How do Unity and Unreal Engine differ when building walkthrough interactivity beyond hotspots?
Unity supports walkthrough logic through scripting and real-time rendering in a full game-engine workflow, which makes custom interactions and physics practical. Unreal Engine adds Blueprint visual scripting plus a cinematic animation pipeline with editor-driven navigation and multiplayer support for guided walkthrough prototypes.
What breaks if a team needs tight control over interaction logic and behavior rules?
A more scripting-dependent approach like krpano can slow production when hotspot rules and navigation flows require repeated configuration. A more capture-and-publish approach like Matterport can limit custom interaction behavior because the viewer experience depends on its structured space data and publishing pipeline.
How does SSO and RBAC typically affect walkthrough collaboration in shared projects?
Matterport and Kuula concentrate collaboration around team access to published spaces or projects inside their own workflows. Unity and Unreal Engine shift access control to the team’s deployment stack, so RBAC and audit log coverage depend on the hosting and identity layer around the app rather than a built-in viewer account system.
Can admin controls and audit trails be handled when integrating walkthrough viewers into a larger platform?
Kuula and Matterport provide team-oriented publishing workflows that simplify internal sharing, but admin granularity depends on their platform controls for project access. For custom deployments using Unity or Unreal Engine, audit log completeness and admin controls come from the surrounding infrastructure that provisions users and records events for the walkthrough session.
How does data migration work when moving walkthrough content from one authoring system to another?
Matterport content is anchored to its capture output, so migrating between ecosystems usually means republishing from new captures rather than exporting the same room structure intact. Pano2VR and krpano can migrate at the media and scene-set level by re-exporting interactive packages from panoramic assets, but hotspot logic and viewer configuration often require re-authoring.
Which tool category fits teams that need extensibility for custom interactions and viewer behavior?
krpano supports extensibility through its viewer scripting model for custom hotspots, triggers, and navigation flows. Unity supports extensibility through engine scripting and custom tooling, while Unreal Engine supports extensibility through Blueprint and C++ layers that integrate custom camera and interaction systems into the walkthrough runtime.
What gets complicated when trying to combine manual 3D modeling with interactive walkthrough publishing?
3ds Max and SketchUp can produce high-quality scenes, but turnkey interactivity often depends on an export pipeline into a separate real-time engine or viewer setup. SketchUp also relies heavily on extensions and add-ons for realism, which increases configuration work before an interactive walkthrough becomes production-ready.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right 3d Walkthrough Software

We usually choose between options based on how well they support 3D data ingestion and editing, then how consistently they render and play back walkthroughs. If you care about output quality and control, compare Rendering quality and data import reliability, plus update control via Annotations and hotspots.

3D file import coverage

Why it matters

3D file import coverage decides whether your walkthrough starts from your real model or from manual rework. It also affects how quickly you can iterate after changes to the source model.

How to check

Bring one of your existing assets (a geometry model plus any materials/texture files) into a demo. Ask the vendor to import it end-to-end and then check whether scale, hierarchy, and materials land correctly without heavy manual fixing.

Rendering quality and lighting

Why it matters

Rendering quality and lighting affects whether walkthroughs read as believable spaces or look flat. It also changes how much time you spend tuning exposure, shadows, and materials before review.

How to check

Load a sample scene with indoor lighting and window light if available. Compare paused frames and camera moves side-by-side, and ask whether lighting stays consistent between renders or changes with playback settings.

Walkthrough navigation controls

Why it matters

Walkthrough navigation controls determine how reviewers experience the space during a walkthrough path. If first-person-style movement or path playback feels off, feedback becomes unreliable.

How to check

In the demo, test both manual navigation and any guided playback mode using the same start and end viewpoints. Check whether collision behavior and speed feel consistent, and whether you can jump to saved viewpoints cleanly.

Walkthrough path authoring control

Why it matters

Walkthrough path authoring control matters when you need to update a tour after design changes. The best tools let us reuse and adjust camera routes without rebuilding the whole experience.

How to check

Create or modify a short path (a few waypoints) in under an hour during the demo. Then change a key viewpoint or stop and verify the path updates without breaking timing, camera settings, or scene state.

Annotations and hotspots behavior

Why it matters

Annotations and hotspots behavior affects whether reviewers can understand decisions while watching the tour. If hotspots break after re-imports or camera changes, review cycles slow down.

How to check

Add an annotation and a hotspot that opens a link or note, then replay the walkthrough. Ask what happens after you re-import the model: whether the hotspot stays anchored to the same object and whether annotation placement persists.

Playback and sharing outputs

Why it matters

Playback and sharing outputs determine who can review the walkthrough without friction. The right option keeps the visual fidelity we tuned during rendering.

How to check

Export or share a walkthrough using the demo’s common outputs. Then open it using a second environment (another browser/device path if offered) and confirm the same lighting, camera timing, and interactivity still work.

Red flags

  • Imports look correct in the demo but break after re-imports or rescaling
  • Lighting or materials need constant retuning for every playback
  • Hotspots and annotations drift or disappear after model updates

Fit by situation

  • If your source work updates frequently, prioritize Walkthrough path authoring control.
  • If your team reviews with stakeholders who need a reliable viewer experience, prioritize Playback and sharing outputs.
  • If your inputs come from CAD/BIM exports, prioritize 3D file import coverage.
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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