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Top 10 Best Training Online Software of 2026

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Top 10 Best Training Online Software of 2026

Compare training online software options for teams, covering tools like Trainual, Moodle, and TalentLMS, plus key fit and tradeoffs.

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 online software tools run learning delivery, content authoring, and onboarding workflows through configured roles, course catalogs, and tracking data models. This comparison helps L&D teams weigh the tradeoff between course creation and management depth, LMS automation and integrations, and enterprise-grade administration when scaling programs across employees, customers, and partners.

Trainual is the best overall choice for teams building internal procedure and role onboarding because it tracks playbook completion at the step and assignment level, while Moodle is the stronger alternative for organizations that want governed LMS workflows with configurable course release rules.

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

Trainual

Playbook completion is tracked at the step and assignment level for role-based onboarding workflows.

Best for: Fits when teams need internal procedure training with assignment tracking and fast playbook updates.

2

Moodle

Editor pick

Conditional release using activity completion and grade-based restrictions inside Moodle’s core course settings.

Best for: Fits when training teams need configurable LMS workflows and governed permissions across many courses.

3

TalentLMS

Editor pick

Certification rules with renewal scheduling and automated learner assignment via course completion events.

Best for: Fits when mid-market teams need structured training journeys with governance, reporting, and renewal tracking.

Comparison Table

1
TrainualBest overall
SMB
9.2/10
Overall
2
enterprise
8.9/10
Overall
3
8.6/10
Overall
4
enterprise
8.4/10
Overall
5
8.0/10
Overall
6
7.8/10
Overall
7
enterprise
7.6/10
Overall
8
enterprise
7.1/10
Overall
9
SMB
6.8/10
Overall
10
6.7/10
Overall
#1

Trainual

SMB

SaaS platform for documenting and onboarding business processes and training.

9.2/10
Overall
Features9.2/10
Ease of Use9.3/10
Value9.1/10
Standout feature

Playbook completion is tracked at the step and assignment level for role-based onboarding workflows.

Trainual documents and operationalizes internal knowledge by turning processes into searchable, step-by-step playbooks. The system centers on structured checklists, role-based assignments, and progress tracking so teams can train consistently across onboarding and ongoing tasks.

Admin workflows support publishing, updates, and assignment management that keep teams aligned as procedures change. Trainual is built for internal training delivery rather than standards-first course production and interoperability exports.

Pros
  • +Process playbooks convert procedures into repeatable training checkpoints
  • +Role-based assignment and completion tracking support measurable onboarding
  • +Content update workflows reduce drift across locations and managers
  • +Built-in reporting shows what tasks people have completed and when
Cons
  • –Less suitable for SCORM-style course libraries and external LMS workflows
  • –Complex organizations may need careful ownership models for content updates
  • –Advanced automation and API-driven provisioning are limited versus LMS competitors
  • –No authoring tool workflow for interactive assessment engines
Use scenarios
  • Department managers

    Assign recurring process training with due dates

    Consistent refreshers across teams

  • HR onboarding teams

    Create role-based new-hire onboarding paths

    Visible onboarding completion status

Show 2 more scenarios
  • Revenue enablement leaders

    Train sales staff on shared procedures

    Shared playbook for sales

    Sales leaders assign role-specific learning materials tied to repeatable sales processes and responsibilities.

  • Operations trainers

    Deliver screen-guided workflows with checkpoints

    Monitored visual procedure training

    Trainers combine screen recordings with questions and completion tracking for software-based operations.

Best for: Fits when teams need internal procedure training with assignment tracking and fast playbook updates.

#2

Moodle

enterprise

Open-source learning management system for institutional and corporate training.

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

Conditional release using activity completion and grade-based restrictions inside Moodle’s core course settings.

Moodle is an open-source LMS used for structured cohort learning, compliance training, and blended learning programs where content and processes must be owned by the organization. Its course management, role-based access control, and gradebook support instructor-led and self-paced delivery with quizzes, assignments, and reporting.

Moodle also supports interoperability through SCORM package activity handling and can extend learning workflows with plugins for assessments, proctoring integrations, and learning analytics. Admin governance relies on configurable capabilities, activity completion rules, and audit-friendly logs that track user actions and course events.

Pros
  • +Deep course workflow controls with activity completion and conditional release
  • +Strong access governance via roles, capabilities, and scoped permissions
  • +Rich assessment tooling with quiz engine features and grading workflows
  • +Interoperable content handling through SCORM package support
Cons
  • –Administration requires ongoing configuration and plugin governance discipline
  • –Advanced automation needs custom scripting or third-party integrations
  • –Complex admin screens can slow setup for multi-course deployments
  • –Native reporting dashboards can be limiting without add-ons
Use scenarios
  • Apprenticeship training providers

    Coordinate cohorts, assessments, and employer access

    Coordinated program delivery

  • Corporate learning teams

    Run role-based corporate training programs

    Clear progress and assessment records

Show 2 more scenarios
  • Universities and schools

    Organize blended learning across course activities

    Shared mixed-format course structure

    Combine discussions, assignments, and online resources with assessments inside a single course structure.

  • Education administrators

    Standardize course structures across sites

    More consistent course setup

    Reuse course components, roles, and activity rules to keep delivery consistent across programs.

Best for: Fits when training teams need configurable LMS workflows and governed permissions across many courses.

#3

TalentLMS

SMB

Cloud-based LMS for small to midsize business training.

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

Certification rules with renewal scheduling and automated learner assignment via course completion events.

TalentLMS is an LMS known for fast course setup with structured learning paths and instructor-led and self-paced delivery in the same workflow. Admin controls cover user provisioning, permissions, and reporting that map to compliance and certification tracking needs.

Integrations add connectivity to HR, SSO, and external content sources so training can fit existing systems. Automation features reduce manual ops by supporting enrollment rules, reminders, and bulk administration at scale.

Pros
  • +Learning paths support prerequisite sequencing without custom logic
  • +Role-based permissions let admins separate authoring and managing duties
  • +Certification tracking ties completion to renewal timelines
  • +Reminders and bulk actions cut repetitive enrollment administration
Cons
  • –SCORM support is feature-complete but advanced tracking needs can require vendor tools
  • –Deep automation requires careful configuration of groups and enrollments
  • –Reporting dashboards need manual export for multi-team audit summaries
  • –Extended content formats depend on third-party authoring workflows
Use scenarios
  • Compliance teams and training admins

    Assign recurring policy courses with certification tracking

    Clear training completion records

  • L&D teams and department managers

    Deliver role-specific learning paths by group

    Learners follow correct track

Show 2 more scenarios
  • Training operations managers

    Report completion status across programs

    Visibility into training status

    Operations teams review assignments, activity, assessment results, and completion trends by course and group.

  • Partner enablement and customer education

    Manage external learners in separate tracks

    Managed external certification delivery

    Teams provide structured access for partners and customers using managed courses and certification workflows.

Best for: Fits when mid-market teams need structured training journeys with governance, reporting, and renewal tracking.

#4

LearnUpon

enterprise

Cloud LMS for employee, customer, and partner training.

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

Certification management that ties course completion to scheduled renewals and structured tracking.

LearnUpon supports self-paced courses, blended delivery with scheduled sessions, and competency-style reporting through structured learning assignments. Certification tracking ties learning completion to renewal cycles and keeps organizations aligned to training schedules and audit expectations. Bulk enrollment workflows and audience targeting help when training must land across teams with consistent rules. Automation features cover assignment rules and reminders, which reduces reliance on spreadsheets for routine follow-ups.

Pros
  • +Strong certification workflow for renewal-based training tracking
  • +Role and group assignment tools support consistent rollout at scale
  • +Bulk enrollment and automated reminders reduce admin busywork
  • +Reporting details completion and progress by audience and course
Cons
  • –Advanced authoring customization is limited versus dedicated content tools
  • –Complex governance scenarios may require careful role design
  • –Some integration use cases depend on vendor-supported connectors
  • –Learning path design can feel constrained for highly bespoke journeys
Use scenarios
  • HR and L&D operations teams

    Run monthly compliance renewals

    Fewer overdue certifications

  • Training managers

    Onboard role-based cohorts

    Faster time to competency

Show 2 more scenarios
  • Compliance leads

    Track completion by program

    Improved visibility for audits

    Completion reporting supports monitoring across courses and audiences.

  • Customer learning administrators

    Certify partner or client training

    Consistent certification governance

    Certification tracking maintains renewal cycles across external cohorts.

Best for: Fits when compliance and certification training needs reliable administration and repeatable automation.

#5

Kajabi

SMB

All-in-one platform for creating, marketing, and selling online courses.

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

Automated marketing-to-enrollment paths coordinate landing pages, email sequences, and course enrollment steps.

Kajabi publishes and sells training as guided course funnels with built-in landing pages, email automations, and membership-style access controls. The course authoring workflow supports quizzes, drip scheduling, and asset organization for video-first content.

Pros
  • +End-to-end course funnel workflow connects pages, emails, and enrollment
  • +Drip scheduling and quiz experiences reduce extra tooling needs
  • +Membership access controls pair content availability with audience segmentation
  • +Cohort-style course delivery stays inside one administrative surface
Cons
  • –External LMS interoperability is limited for teams needing SCORM at scale
  • –Advanced reporting categories can require exporting data for deeper analysis
  • –Complex multi-system automation needs Zapier plus additional guardrails
  • –Granular permissions beyond admin and role-level access can feel constrained
Use scenarios
  • Cohort educators and training teams

    Run scheduled cohorts with gated lesson access

    Coordinated learning program delivery

  • Membership creators and operators

    Sell recurring access to gated course libraries

    Centralized member access experience

Show 2 more scenarios
  • Fitness and nutrition coaching teams

    Deliver coaching programs with client check-ins

    Improved client engagement

    Kajabi organizes program content and supports client communication inside a branded learning portal.

  • Digital product storefront owners

    Publish courses and memberships from one branded site

    Unified storefront for training

    Kajabi combines checkout-connected offers with gated access so learners reach the right content.

Best for: Fits when course delivery, email journeys, and access control must live together for small training teams.

#6

AcademyOcean

SMB

SaaS platform for creating online academies and training hubs.

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

Cohort and session operations combine enrollment management and completion status in one administrative workflow.

AcademyOcean delivers online training management built around cohort and course operations, with administration focused on scheduling, enrollment, and completion tracking. Content delivery centers on instructor-led and self-paced course structures, including assessments for progress measurement.

Pros
  • +Cohort and session enrollment flows match real scheduling needs
  • +Assessment and completion tracking supports operational progress reporting
  • +Instructor and learner workflows stay within the same course structure
  • +Exports and API access help connect training events to external systems
Cons
  • –Advanced automation depends on configuration depth and rule setup
  • –Role permissions granularity feels limited for complex enterprise governance
  • –Customization of content and templates can require design constraints
  • –Integration setup needs more testing for event mapping consistency
Use scenarios
  • Compliance training operations teams

    Assign required courses and review completion

    Visibility into overdue learners

  • Instructor-led cohort program teams

    Schedule cohorts with self-paced materials

    Coordinated cohort participation tracking

Show 2 more scenarios
  • Customer and partner academies

    Provide external portals for courses

    Centralized learning experience

    Deliver organized learning with assessments and progress views for external learners.

  • L&D enablement teams

    Publish microlearning sequences

    Progress visibility for enablement

    Support short courses and track participation across learning sequences over time.

Best for: Fits when training teams need cohort scheduling plus completion reporting with manageable integration work.

#7

Docebo

enterprise

AI-powered learning platform for enterprise training and upskilling.

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

Automated learning journeys that manage enrollment, reminders, and progress milestones across multi-course programs.

Docebo is built for multi-audience training operations where centralized administrators need repeatable configuration across business units and regions. Core capabilities include program-style learning paths, flexible catalogs, and certification tracking workflows that tie completion to business requirements. Admin controls include user management, role-based access controls, and reporting that tracks learner progress across courses and programs.

Pros
  • +Program-style learning paths with automation for enrollment and tracking
  • +Certification tracking supports structured compliance workflows
  • +Role-based access controls help segment admin and learner operations
  • +Strong reporting for learner progress and training outcomes
Cons
  • –Admin configuration complexity increases with multi-domain training structures
  • –Custom automation may require integration work and careful event mapping
  • –Advanced reporting depends on consistent content metadata practices
Use scenarios
  • L&D operations teams

    Run recurring compliance cohorts

    Fewer missed learners

  • HR enablement teams

    Centralize onboarding across regions

    Onboarding completion visibility

Show 2 more scenarios
  • Talent management teams

    Track skills development over time

    Clear competency status

    Progress reporting supports skills-matrix style tracking across multiple training activities.

  • Corporate compliance owners

    Manage certification renewals

    Audit-ready completion trails

    Certification workflows track completion and support governance cycles for regulated training.

Best for: Fits when enterprise training needs structured programs, certification workflows, and automated operations across multiple audiences.

#8

Litmos

enterprise

Cloud LMS for corporate training and compliance programs.

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

Built-in training assignment and reporting views connect course completion to role-based oversight workflows.

Litmos is a learning management system used for corporate training and compliance programs with a mix of course delivery, tracking, and reporting. It supports standard e-learning interoperability through SCORM content packaging and it can track learner progress across structured training assignments.

Pros
  • +SCORM course interoperability supports common content pipelines
  • +Admin enrollment and assignment flows reduce manual tracking work
  • +Manager-facing progress reporting supports governance of training status
  • +Mobile learner access supports self-paced compliance and onboarding
Cons
  • –Advanced competency and assessment workflows require careful configuration
  • –API depth can be limiting for complex custom LRS-style event pipelines
  • –Complex multi-system content governance needs extra process discipline
  • –Learning path granularity is constrained compared with dedicated LCMS tooling
Use scenarios
  • Compliance and risk teams

    Assign role and jurisdiction policy training

    Faster overdue follow-up

  • Training administrators and managers

    Review completions and overdue training status

    Clear audit visibility

Show 2 more scenarios
  • Corporate training departments

    Run mixed instructor-led and self-paced programs

    Unified training administration

    Manage instructor-led sessions and online course assignments through a single training workflow with reporting.

  • Partner channel enablement teams

    Delegate external training and certification tracking

    More controlled partner programs

    Administer external organizations with delegated access and manage certification or recertification requirements.

Best for: Fits when corporate teams need SCORM-based training assignments with dependable reporting.

#9

Rise

SMB

Articulate Rise web-based course authoring tool for online training.

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

Rapid maintenance of consistent lesson layouts using a template-driven block authoring experience.

Rise from articulate.com turns subject matter into structured lessons with a page-based authoring flow and strong styling controls. It supports certification-style training journeys through learning pathways, assessments, and course-level asset management.

Pros
  • +Author lessons with consistent templates and reusable slide-like blocks
  • +Supports responsive publishing so content adapts across screen sizes
  • +Exports into SCORM packages for LMS course delivery workflows
  • +Integrates with enterprise identity to reduce manual account handling
Cons
  • –Limited deep customization for highly bespoke LMS interaction patterns
  • –Content updates can require re-validation of assessment mappings
  • –Automation options are narrower than tools with broad xAPI configuration
  • –Complex governance needs more process than native admin tooling
Use scenarios
  • Instructional designers and process owners

    Build scenario-based procedure training courses

    Learners practice correct decisions

  • Compliance and corporate learning teams

    Refresh policy training with assessments

    Standardized completion reporting

Show 2 more scenarios
  • Learning and development teams

    Produce consistent courses for departments

    Uniform catalog across teams

    Use reusable blocks and learning pathways to scale a uniform course library with less redesign work.

  • Workforce development and operations trainers

    Set cross-training paths by role

    Clear role-based learning progression

    Organize role progression using course assets, assessments, and assignments across functions.

Best for: Fits when teams need fast, maintainable e-learning lessons with consistent design inside SCORM-based LMS delivery.

#10

Teachable

SMB

Online course creation and sales platform for trainers and educators.

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

Completion-triggered certificates with grading context tied to course progress and assessment results.

Teachable supports course creation from structured content pages, video lessons, downloadable resources, and assessment activities like quizzes and assignments. It adds certification options tied to completion and grading signals, along with learner-facing enrollment flows and progress visibility. Site-level integrations work through connected apps and webhooks-style hooks, which helps connect learning events to external systems.

Pros
  • +Course builder supports lessons, quizzes, and assignments in one authoring workflow
  • +Completion-based certificates tie grading outcomes to learner status
  • +Role-based access controls separate instructor, admin, and learner actions
  • +Integrations provide event handoff to external tools for reporting workflows
Cons
  • –Enterprise content interoperability needs are weaker than standards-first LMS designs
  • –Advanced automation and learning data configuration requires external systems
  • –Cohort governance features are less granular than in cohort-native LMS products
  • –Deep analytics exports depend on integration coverage rather than internal reporting
Use scenarios
  • HR enablement teams

    Run onboarding courses with certificates

    Consistent onboarding proof for new hires

  • Training managers

    Grade assignments across cohorts

    Lower admin time for grading

Show 2 more scenarios
  • Partner education teams

    Enroll external learners in catalogs

    Controlled access to partner materials

    Teams manage enrollment flows and keep partner-specific courses organized by role permissions.

  • Operations teams

    Send learning events to reporting

    Unified reporting across tools

    Automation routes course completion signals into external dashboards for operational reporting.

Best for: Fits when teams need quick course publishing, learner grading, and certificate output without heavy LMS engineering.

Conclusion

After evaluating 10 training online software, Trainual 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
Trainual

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 Online Software

How do Docebo and LearnUpon handle automated compliance training operations after a learner enrolls?
Docebo runs learning journeys with enrollment rules and progress milestones that trigger reminders across multi-course programs. LearnUpon focuses on administration and reporting for compliance and certification, with scheduling-oriented certification tracking that ties completion to renewal workflows.
Which tools support single sign-on and governed access controls for enterprise users?
Moodle supports role-based access control through configurable permissions and activity-level controls. Docebo and TalentLMS both support identity integrations with SSO and role-aware administration for structured user access and reporting.
How should teams migrate learning content and completion data into an LMS like Moodle or Litmos?
Moodle accepts SCORM packages and uses activity completion rules and gradebook data to reconstruct structured training paths. Litmos supports SCORM content interoperability and tracks progress within assigned training programs, so migration typically maps course structure to SCORM activities and then replays completion tracking through the target LMS data model.
What breaks if SCORM interoperability is required but the LMS workflow does not treat SCORM as its delivery backbone?
Rise from articulate.com can publish lessons that work well for SCORM-based LMS delivery, but its page-based authoring approach can shift how teams plan lesson granularity and updates. Trainual is built for internal playbooks and step-by-step assignments, so it does not fit standards-first SCORM course production when interoperability across external catalogs is the main requirement.
When is an API and integration workflow the deciding factor between AcademyOcean and Kajabi?
AcademyOcean provides integration capability oriented toward connecting identity, content, and analytics workflows through API and export options for operational reporting. Kajabi relies more on third-party connections like Zapier, and deeper data interoperability depends on what Kajabi exposes through its available integrations and web hooks.
Which platform fits cohort-based scheduling and session operations with completion tracking in one admin workflow?
AcademyOcean combines cohort and session operations with scheduling, enrollment, and completion tracking under one set of admin workflows. Trainual focuses on operational playbooks and role-based assignments, so it is better aligned with procedure training than calendar-driven cohort sessions.
How do Teachable and Litmos differ in how they produce certificates tied to learning outcomes?
Teachable ties certificate output to course completion and assessment context, including quizzes and grading tied to course progress. Litmos connects completion to training assignment oversight views for managers and HR teams, which supports certification-style tracking in corporate compliance workflows.
Which tool provides conditional release based on learner performance using core course settings?
Moodle supports conditional release driven by activity completion and grade-based restrictions within core course settings. TalentLMS focuses on learning paths, certification rules, and renewal scheduling, but it does not provide the same level of performance-gated release logic in the base course configuration model.
What admin controls are typical for bulk onboarding and structured learner assignment, and where do TalentLMS and LearnUpon differ?
TalentLMS provides automation for enrollment rules, reminders, and bulk administration that supports renewal-oriented assignment based on course completion events. LearnUpon emphasizes group roles and assignment administration for repeatable compliance and certification operations, with reporting that supports ongoing oversight for HR and compliance teams.
How should teams choose between Rise and Moodle when the requirement includes fast lesson maintenance across many training items?
Rise uses template-driven block authoring and consistent page-based lesson structure, which reduces the cost of updating large sets of lessons. Moodle supports configurable LMS workflows for governed delivery and role-based access, but lesson design maintenance typically depends on how SCORM assets are produced and updated within the course activity structure.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Training Online Software

We see the biggest differences in training online software come from how courses produce usable outcomes and how admin work is controlled. Look closely at integration depth and automation around updates, especially for your content and reporting.

Course content import and export

Why it matters

This matters for training online software because your real effort is moving and reusing course materials without rewriting everything. Strong import/export keeps your catalog from getting locked into one format.

How to check

Ask the vendor to import a sample course package you already use (or provide one export from a prior tool). Then request an export after you make a small edit and confirm the output can be brought back in cleanly.

Typical range

Not provided

Learner reporting tied to outcomes

Why it matters

This matters because training online software succeeds or fails on what you can measure after learners complete work. Reporting that matches how you assess progress reduces guesswork in training decisions.

How to check

During a demo, run the same learner through a short activity, then check what completion, time, and scores the system records. Ask whether those results can be filtered by cohort, course, and role, and whether reports export to a spreadsheet.

Automations for enrollment and updates

Why it matters

This matters because training online software often changes often, and manual steps slow down fixes and rollouts. Better automation keeps schedules accurate and reduces operational errors.

How to check

Request an example workflow such as auto-enrolling people by rule, or re-assigning when a course version updates. Verify in the UI that you can set the trigger conditions and watch audit timing in the activity log.

API access for integrations and data sync

Why it matters

This matters for training online software because your HR and internal systems rarely update at the same time. A clear API and data handling choices determine how reliably you can sync users, progress, and course assignments.

How to check

Ask for an API documentation link and review how assignments and progress are represented. In a sandbox, test whether you can create a user, assign a course, and then retrieve status through the API.

Provisioning and role-based admin control

Why it matters

This matters because training online software administration affects who can change content and who can view reports. Role-based controls reduce accidental changes to live training.

How to check

In the demo, create at least two admin roles with different permissions and try to perform restricted actions. Confirm what the UI allows them to edit and what they can only view, and confirm actions appear in the audit log.

Red flags

  • Exported content doesn’t re-import cleanly after edits
  • Reports don’t match what your training team considers progress
  • Automations run without clear triggers or visible audit timing

Fit by situation

  • If your team reuses courses across tools, prioritize course content import and export.
  • If you need proof of training outcomes for internal decisions, prioritize learner reporting tied to outcomes.
  • If your org depends on system-to-system updates, prioritize API access for integrations and data sync.
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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