Commissioned Research
Top 10 Best Training Video Software of 2026

GITNUXSOFTWARE REVIEW

Education Learning

Top 10 Best Training Video Software of 2026

Compare training video software options like Synthesia, Loom, and Powtoon, covering features and tradeoffs for creators and teams.

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

Training video software matters because it turns scripts, screen actions, and learning assets into shareable instructional video while maintaining governance for teams that need repeatable publishing. This comparison helps analysts and operators weigh authoring depth versus video platform management, including integration options, automation, and access controls for enterprise delivery.

Synthesia is the best choice for teams that need repeatable, instructor-led training video production because script-driven avatar narration with built-in voice and captioning cuts reshoots when content changes, while Loom is a strong alternative for small teams that want quick async screen walkthroughs since its recording-time transcripts stay attached for faster review and reuse.

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

Synthesia

Script-driven avatar video creation with built-in voice and caption generation for repeatable instructor-led modules.

Best for: Fits when teams need fast, repeatable training video production with managed distribution and captions.

2

Loom

Editor pick

Transcript generation during recording that stays attached to the video for faster review and repurposing.

Best for: Fits when teams need quick screen walkthrough training with transcript support and low publishing friction.

3

Powtoon

Editor pick

Powtoon’s built-in animated explainer templates speed creation of consistent training scenes without animation-by-keyframe work.

Best for: Fits when teams need animated training videos with repeatable templates and fast authoring.

Comparison Table

1
SynthesiaBest overall
enterprise
9.0/10
Overall
2
SMB
8.9/10
Overall
3
8.8/10
Overall
4
vertical specialist
8.5/10
Overall
5
enterprise
8.0/10
Overall
6
enterprise
7.7/10
Overall
7
vertical specialist
7.6/10
Overall
8
7.2/10
Overall
9
API-first
6.9/10
Overall
10
enterprise
6.5/10
Overall
#1

Synthesia

enterprise

AI video creation software for producing presenter-led training content from scripts.

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

Script-driven avatar video creation with built-in voice and caption generation for repeatable instructor-led modules.

Synthesia turns text prompts and media inputs into instructor-led training videos with a built-in avatar presenter and studio-style controls. It supports structured script-to-video workflows, voice-over narration, and caption generation so courses can be produced with fewer editing passes.

Video editing uses a timeline for layout, voice, and on-screen elements, then outputs shareable video packages with consistent branding. Learner-facing publishing focuses on managed access controls and completion-oriented analytics for training deployment.

Pros
  • +Avatar-led narration reduces reshoots for compliance and policy updates
  • +Timeline editing supports layout, media placement, and narrative sequencing
  • +Caption generation reduces manual subtitle work for standard training videos
  • +Managed sharing controls support training distribution without custom hosting
Cons
  • –Interactive hotspots and branching scenarios need deliberate instructional design
  • –LMS packaging and analytics can require extra setup for consistent reporting
  • –High-end screen annotation workflows lag behind full editor toolchains
  • –Avatar realism can be limiting for highly technical presenters and gestures
Use scenarios
  • Compliance and training teams

    Deliver procedure updates with consistent presenter videos

    Consistent compliance training materials

  • Learning and development teams

    Publish onboarding lessons without filming presenters

    Reusable onboarding video library

Show 2 more scenarios
  • Localization and communications teams

    Localize training videos into multiple languages

    Multilingual localized video releases

    Generate dubbed versions from a shared source script for consistent multilingual training releases.

  • Marketing video teams

    Adapt training-style promotional videos for audiences

    Multiple consistent video versions

    Use reusable templates and scripts to create consistent presenter-led variants for different messages.

Best for: Fits when teams need fast, repeatable training video production with managed distribution and captions.

#2

Loom

SMB

Async video recording software for explaining procedures, workflows, and internal processes.

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

Transcript generation during recording that stays attached to the video for faster review and repurposing.

Loom supports screen recording plus webcam capture and voice-over narration, which fits update-heavy training where visuals matter more than course authoring structure. Transcript generation and basic captioning make it easier to skim recordings and share accessible versions without a separate production pipeline. Playback and sharing controls work well for distributing training videos to teams that need quick review cycles rather than full LMS packaging.

A key tradeoff is limited support for structured course packaging such as SCORM package creation, which makes Loom less suitable for formal compliance course launches inside strict LMS workflows. Loom fits teams that need to record SOP walkthroughs, product demos, and recurring enablement updates, then reuse the same videos in onboarding and support playbooks.

Pros
  • +Link-based sharing with simple access controls for training distribution
  • +Integrated transcript generation reduces manual caption and note work
  • +Fast recording workflow supports iterative onboarding updates
  • +Built-in annotations and callouts speed up explanation in recordings
Cons
  • –Course packaging for LMS import is not the focus for structured programs
  • –Advanced editing and media control tools remain limited versus video editors
Use scenarios
  • Customer support enablement

    Record repeatable SOP walkthroughs for agents

    Fewer repeated questions

  • Product onboarding teams

    Ship feature walkthrough updates quickly

    Faster ramp for users

Show 2 more scenarios
  • Sales enablement teams

    Standardize demo talk tracks

    More consistent demos

    Record screen plus webcam narration and use transcripts to refine messaging for future sessions.

  • Internal training admins

    Handle small training refreshes

    Lower training maintenance time

    Reuse videos for onboarding check-ins with simple sharing controls instead of rebuilding lessons.

Best for: Fits when teams need quick screen walkthrough training with transcript support and low publishing friction.

#3

Powtoon

SMB

Animated video software for producing visual training, onboarding, and explainer content.

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

Powtoon’s built-in animated explainer templates speed creation of consistent training scenes without animation-by-keyframe work.

Powtoon is a training video authoring tool focused on templated, animated explainer styles rather than pure screen-recording workflows. It supports voice-over narration, caption authoring, and timeline-based scene editing so teams can turn scripted training into short lessons.

Publishing centers on hosting and sharing within Powtoon’s environment and exporting finished videos for broader distribution. Template-driven production speeds repeatable training assets, but deeper compliance packaging for LMS delivery depends on the available export formats.

Pros
  • +Template-driven animation for consistent training visuals
  • +Video editing timeline for scenes, motion, and sequencing
  • +Voice-over narration recording built into the authoring flow
  • +Caption authoring to make training more accessible
Cons
  • –Less suited for heavy screen-recording and UI capture training
  • –Export and LMS packaging options can limit compliance workflows
  • –Interactive assessments like knowledge checks are not its primary strength
  • –Scene reuse depends more on templates than true component modularity
Use scenarios
  • HR onboarding and people ops teams

    Create animated policy and process modules

    Short onboarding videos

  • Marketing and small business teams

    Assemble reusable product explainer sequences

    Reusable explainer assets

Show 2 more scenarios
  • Operations, support, and enablement teams

    Document workflows with scene-by-scene steps

    Repeatable process walkthroughs

    Teams convert process scripts into narrated, animated walkthroughs with structured timing and text cues.

  • Teachers and education content teams

    Produce role-play dialogue lesson vignettes

    Classroom-ready video scripts

    Educators create character-driven animated lessons using short scenes, dialogue, narration, and captions.

Best for: Fits when teams need animated training videos with repeatable templates and fast authoring.

#4

Vyond

vertical specialist

Animated video creation software for scenario-based instruction and visual explanations.

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

Character-based animation tooling that turns scripted scenes into repeatable training sequences without manual keyframing.

Vyond creates training videos using prebuilt characters, scenes, and a timeline editor for rapid course content production. It supports voice-over narration, screen-style visuals through staged elements, and consistent character motion for repeatable training modules.

Pros
  • +Character and scene library speeds up training video assembly
  • +Timeline editing supports iterative review cycles for scripted lessons
  • +Voice-over narration workflow keeps assets tied to each scene
  • +Consistent character motion reduces manual rework across modules
Cons
  • –Freeform screen recording and annotation are not the core workflow
  • –Branching interactions require external authoring or platform support
  • –Caption styling and sync control are less granular than dedicated caption tools
  • –Asset governance is limited for large teams without careful process
Use scenarios
  • Training and compliance instructional designers

    Creates narrated animated compliance lesson sequences

    Faster module production and playback

  • Employee training teams

    Publishes consistent animated training content

    Consistent learning video delivery

Show 2 more scenarios
  • Learning and development teams

    Drafts scenario storyboards for training review

    Clear reviewable training scenarios

    Arranges dialogue, characters, and scenes into sequential drafts for subject-matter feedback.

  • Teams producing recurring video series

    Reuses characters and scene layouts

    Reduced setup and revisions

    Maintains timing and motion consistency across related training videos using reusable templates.

Best for: Fits when teams need fast animated training videos for policy, onboarding, and role-based explainers.

#5

Kaltura

enterprise

Enterprise video platform for recording, managing, streaming, and embedding learning content.

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

Kaltura’s API-driven events and workflows support automated video lifecycle actions for training operations.

Kaltura is a training video solution focused on enterprise video operations and governed distribution workflows. It combines video capture and hosting with configurable access controls, publishing controls, and learning-oriented delivery integrations.

Pros
  • +API-first architecture supports automated training workflows
  • +Enterprise access controls for controlled internal and external viewing
  • +Extensible integrations for LMS delivery and tracking pipelines
  • +Admin controls built for centralized video governance
Cons
  • –Setup complexity rises with enterprise-grade governance requirements
  • –Authoring experience can feel heavier than dedicated course tools
  • –Learning packaging requires careful configuration for SCORM needs
  • –Some training interactions depend on external integration layers
Use scenarios
  • Education and corporate training teams

    Governed course video library with captions

    Searchable governed learning library

  • Teachers and learning production teams

    Collaborative lesson recording and review

    Consistent accessible lesson videos

Show 2 more scenarios
  • Product and media teams

    Embed branded training playback experiences

    Branded application-integrated video

    Build application-integrated video workflows into portals and products with configurable delivery behaviors.

  • Digital learning and instructional designers

    Interactive learning video workflows

    More structured interactive learning

    Use managed video delivery as a foundation for interactive paths and structured educational experiences.

Best for: Fits when enterprises need governed video hosting plus API automation feeding LMS and compliance training workflows.

#6

Articulate 360

enterprise

E-learning authoring software for building courses that include instructional video.

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

Storyline authoring lets interactive course logic wrap around Studio-made video assets in a single publish pipeline.

Articulate 360 couples screen recording and timeline editing with caption authoring in a Studio-first flow. Studio produces narrated videos with narration tracks, chapter markers, and export formats intended for learning playback. Storyline adds interactivity and assessment logic that can be published alongside video assets for a unified learner path. For governance, it fits organizations that standardize styles and templates across projects to keep course outputs consistent.

Pros
  • +Studio screen recording and narration workflow reduces editing roundtrips
  • +Storyline interactivity adds branching and knowledge checks around video content
  • +Template-driven styles keep repeated course deliveries consistent
  • +Exports align with LMS course packaging needs
Cons
  • –Editing depth for motion graphics is limited versus full NLE tools
  • –Advanced effects often require workarounds outside the default timeline tools
Use scenarios
  • Learning and development teams

    Onboarding modules with narrated screens

    Faster onboarding delivery

  • Compliance training owners

    Policy updates with review cycles

    Consistent compliance output

Show 2 more scenarios
  • Enablement operations teams

    Sales training with interactive checks

    Better knowledge retention

    Combine interactive knowledge checks with video segments to guide practice after viewing.

  • Technical trainers

    Software tutorials with annotations

    Clearer procedural instruction

    Record screen steps with narration and annotate the flow for repeatable how-to lessons.

Best for: Fits when training teams need narrated screen videos plus interactive assessments in one publish workflow.

#7

LearnWorlds

vertical specialist

Online course platform with interactive video tools for selling and delivering training.

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

Lesson-level interactive learning experiences pair directly with video lessons inside the course page flow.

LearnWorlds fits teams that need branded course pages with video-first lesson structures and repeatable delivery workflows. It covers course authoring, student management, completion tracking, and learner activity views tied to course content. Video delivery is handled inside its course and hosting experience rather than as a standalone screen-recording tool.

Pros
  • +Video-first course pages reduce the need for separate hosting workflows
  • +Completion and learner activity visibility supports course-level governance
  • +Interactive learning elements can sit directly alongside video lessons
  • +Caption management supports readable video delivery for mixed audiences
Cons
  • –Advanced interoperability depends on connector coverage and integration options
  • –Complex approval workflows may require process discipline from course admins
  • –Customization beyond the course UI can require more setup effort
  • –Automation depth for external systems can lag behind custom event needs
Use scenarios
  • Corporate L&D teams

    Publish video onboarding tracks

    More consistent onboarding completion

  • Compliance training owners

    Deliver policy updates on schedule

    On-time completion for cohorts

Show 2 more scenarios
  • Training ops managers

    Run cohort-based refreshers

    Lower admin overhead per cohort

    Managers manage enrollments and track activity so each cohort follows the same video curriculum.

  • Content producers

    Ship lessons with captions

    Accessible lessons at publish

    Producers attach caption files to video lessons for consistent readability across devices.

Best for: Fits when internal teams publish video-led training with controlled enrollments and clear progress tracking.

#8

iSpring Suite

SMB

PowerPoint-based e-learning authoring software with tools for recording and editing training videos.

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

The PowerPoint-first authoring flow turns slide-based lessons into video training outputs with captions and LMS packaging.

iSpring Suite focuses on turning PowerPoint-based course development into publishable training videos with a single authoring workflow. Screen recording, webcam capture, voice-over narration, and video editing with a timeline are bundled for consistent production output.

Pros
  • +PowerPoint-native workflow reduces context switching during video-based course builds
  • +Timeline editing supports precise trimming, sequencing, and on-video layout control
  • +Caption authoring and subtitle export formats reduce post-processing handoffs
  • +SCORM packaging fits compliance course delivery pipelines
Cons
  • –Advanced interactive video elements are limited compared with dedicated authoring suites
  • –Video performance tuning for large libraries can require careful local workflow discipline
  • –Automation and API-based integrations are not as extensive as in video-first platforms
  • –LTI-based LMS deployment has constraints compared with LMS-native upload paths
Use scenarios
  • HR and compliance teams

    Author policy videos with embedded quizzes

    Trackable compliance completion and results

  • Corporate training teams

    Convert PowerPoint lessons into interactive videos

    LMS-deployable course modules

Show 2 more scenarios
  • Subject matter experts

    Record narrated how-to training modules

    Clear, guided process training

    Experts turn slides, narration, and screen captures into browser-delivered procedural learning videos.

  • Distributed learning operations

    Standardize departmental course templates

    Uniform course structure and releases

    Learning ops teams apply consistent PowerPoint layouts and publishing workflows across multiple developers.

Best for: Fits when training teams need repeatable PowerPoint-linked video production with SCORM-compatible delivery.

#9

Guidde

API-first

AI-assisted software for turning workflows into narrated step-by-step training videos.

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

Guidde produces guided training overlays and step-by-step playback from screen capture with embedded callouts.

Guidde focuses on turning screen recordings into guided training sessions with interactive step delivery rather than only exporting finished videos.

Pros
  • +Guided capture workflow reduces the effort to turn screen sessions into training
  • +In-editor callouts and trimming keep common fixes inside one authoring flow
  • +Publishing supports interactive guidance rather than static video alone
  • +Narration and screen capture are handled in the same creation loop
Cons
  • –Editing depth is limited for complex video timelines and multi-track work
  • –SCORM packaging and standards-based delivery are not the primary authoring focus
  • –Advanced access controls and audit trails are less granular than enterprise LMS ecosystems
  • –Branching and scenario authoring requires extra workflow design
Use scenarios
  • Internal operations training teams

    Teach repeatable workflows in internal apps

    Consistent step-by-step instructions

  • Software support and help teams

    Produce reusable answers for common issues

    Reusable visual troubleshooting steps

Show 2 more scenarios
  • Enablement and knowledge managers

    Adapt one guide for multiple roles

    Role-specific instruction without duplication

    Use conditional step paths so one walkthrough serves different user responsibilities and task routes.

  • Product adoption teams

    Deliver in-app just-in-time guidance

    Contextual help during tasks

    Embed contextual walkthrough steps that explain actions while users work inside the web application.

Best for: Fits when teams need fast, guided screen training that can be updated without rebuilding full courses.

#10

Panopto

enterprise

Video management software for recording, hosting, searching, and delivering employee training.

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

Panopto transcription and search that connects viewer navigation to spoken content during enterprise training sessions.

Panopto is a training video system built around enterprise video capture, managed hosting, and searchable viewing experiences. Panopto supports screen recording workflows alongside webcam capture and lets authors add structured learning context with chapters and interactive elements.

Pros
  • +Centralized channel administration supports large training libraries and audience targeting
  • +Screen recording capture and webcam capture workflows fit classroom-style and desk-based training
  • +Captions and transcript search make long training sessions easier to review
  • +Analytics provide concrete engagement signals for course and program iteration
Cons
  • –Editing control over advanced interactivity can require authoring discipline
  • –Governance across many channels depends on consistent permission and naming practices
  • –Some learning objects and assessment flows are more limited than LMS-native authoring
  • –Integrations often require careful setup to match existing LMS identity and content structures
Use scenarios
  • Corporate learning and development teams

    Record internal training sessions for review

    Faster access to training

  • Academic technology and instructors

    Deliver course video alongside learning materials

    Improved course video access

Show 2 more scenarios
  • Operations, compliance, frontline enablement

    Create repeatable SOP walkthrough recordings

    Standardized procedural training

    Operations record procedures for consistent staff guidance and structured review across shifts.

  • Knowledge management teams

    Build searchable reference from recordings

    Reduced time searching policies

    Teams turn long videos into searchable knowledge so viewers retrieve spoken information instantly.

Best for: Fits when organizations need governed video hosting, searchable transcripts, and engagement analytics for ongoing training.

Conclusion

After evaluating 10 training video software, Synthesia 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
Synthesia

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 Training Video Software

How do Articulate 360 and iSpring Suite handle screen recording and video editing in the same workflow?
Articulate 360 combines Studio for screen capture and a video editing timeline with Storyline authoring for interactive assessments in the same publish pipeline. iSpring Suite pairs screen recording and webcam capture with an editing timeline, then packages outputs for LMS delivery using SCORM-oriented course publishing.
Which tools support transcript generation for captured screen sessions, and how is the transcript used afterward?
Loom generates a transcript during recording, then the workflow supports refining and sharing the capture with that transcript attached. Panopto adds transcription for searchable viewing, then ties viewer navigation back to spoken content through its search and chapter experiences.
Which platforms provide interactive learning experiences tied directly to video playback?
LearnWorlds embeds interactive course elements into the same learning workflow that delivers video lessons on course pages. Articulate 360 uses Storyline to wrap interactive course logic around Studio-made video assets, while Guidde adds guided playback overlays tied to step-by-step sessions.
When do SCORM packaging workflows fit better than plain video hosting in training delivery?
iSpring Suite focuses on PowerPoint-linked authoring that publishes into SCORM-ready course packaging for LMS lesson playback. Articulate 360 also supports review-ready publishing to learning packages that reduces the handoff between editing and distribution.
What breaks if video assets need strict enterprise access controls and audit-ready administration?
Loom’s link-based sharing model supports view restrictions but does not target governed video operations at the same level as Panopto and Kaltura. Panopto centralizes access controls and audience targeting for enterprise administration, while Kaltura pairs configurable controls with API-driven automation for governed distribution workflows.
How do Kaltura and Articulate 360 differ in integrations and automation for enterprise training pipelines?
Kaltura is built for integration depth with APIs and event-driven automation patterns that connect video lifecycle actions to downstream systems. Articulate 360 is structured around an authoring-to-publish pipeline using Storyline and Studio, so automation focuses more on course publishing flow than on enterprise event orchestration.
How should teams choose between caption exports and caption authoring when accessibility is mandatory?
iSpring Suite exports captions and subtitle files in formats like SRT and WebVTT to standardize accessibility materials for course assets. Powtoon includes caption authoring in its timeline-based scene workflow, which matters when caption edits must stay coupled to animated segments.
Which tool is better suited for policy and onboarding videos that rely on templated animation rather than NLE-style edits?
Vyond produces training content by assembling scripted scenes with prebuilt characters and consistent motion through a timeline editor. Powtoon also uses templates to generate animated explainer styles, but it is tuned for short, repeatable animated scenes rather than deep pro-grade editing control.
What tradeoff appears when choosing script-driven avatar video creation in Synthesia versus screen-first capture in Loom or Guidde?
Synthesia trades screen workflow fidelity for script-driven avatar production, so complex system walkthroughs often require more external asset prep than Loom or Guidde. Loom emphasizes fast screen recording with transcript generation for walkthrough updates, while Guidde concentrates on guided playback overlays created from captured screen activity.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Training Video Software

We see the biggest differences in how training video software handles captions and updates after upload, then how well it supports interactive learning moments during playback. The choice often comes down to caption quality, update workflow, and how quizzes or prompts work inside the video.

Caption styles and placement

Why it matters

Caption styles and placement decide whether learners can read and follow training on different screens. If captions look wrong or jump around, comprehension drops even when the text is accurate.

How to check

Upload one short sample and switch among caption display modes in the player. Ask to see how the tool handles long lines and speaker changes during playback.

Revision flow without breaking links

Why it matters

Revision flow without breaking links matters when you must correct training videos while keeping the same course experience. If every revision forces new URLs or new enrollments, maintenance becomes expensive and slow.

How to check

Make a small change (like swapping a clip) and confirm whether the existing lesson view updates. Check whether share links, lesson pages, and completion states still point to the updated video.

Interactive prompts during playback

Why it matters

Interactive prompts during playback help training feel responsive, especially for demos and procedures. If interactions are limited or feel separate from the video, you lose instructional continuity.

How to check

Run a demo that includes at least one prompt mid-video and then continue playback. Confirm the prompt outcome is recorded and that the video resumes at the correct place.

Learner progress reporting

Why it matters

Learner progress reporting shows whether training is actually consumed and understood. Without clear reports, teams guess about completion and where learners struggle.

How to check

Request a sample report view for a small test group. Check whether the report ties activity to specific lessons and includes time watched or interaction outcomes you can use operationally.

Automation and API for publishing

Why it matters

Automation and API for publishing matter when teams push updates regularly across many courses. If publishing requires manual steps only, updates slow down and errors increase.

How to check

Ask what endpoints or automation hooks exist for upload, publish, and versioning. On a sandbox, have the demo team publish a test lesson via the API or automation workflow and confirm the result appears in the same way as manual publishing.

Red flags

  • Captions display inconsistently across screens or timecodes
  • Revisions create new lesson entries or break existing links
  • Interactive prompts run out of sync or don’t report outcomes

Fit by situation

  • If you need clear reading for mobile viewers, prioritize caption styles and placement.
  • If you refresh training content often, prioritize revision flow without breaking links.
  • If you run assessments embedded in video, prioritize interactive prompts during playback.
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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