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Top 10 Best Online Course Creation Software of 2026

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Top 10 Best Online Course Creation Software of 2026

Top picks and tradeoffs for online course creation software, with a focused comparison of Teachable, LearnWorlds, and Thinkific for 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

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

Read our full methodology →

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

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

Online course creation software matters because teams need dependable course hosting plus workflows for enrollment, payments, and ongoing learning delivery. This comparison helps operators and technical evaluators weigh interactive course tooling against marketing automation, integrations, and the data model behind memberships, cohorts, and learning paths.

Teachable is the best pick for SMB training teams that need to publish and monetize quickly because its quiz and gradebook-style tracking keep assessments inside the course workflow, whereas LearnWorlds fits brands that want a branded, community-tied learning experience with assessments driving progress.

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

Teachable

Teachable quizzes and gradebook-style tracking keep assessment results inside the course workflow without exporting to a separate LMS.

Best for: Fits when training teams need fast course publishing, quizzes, and practical learner enrollment management.

2

LearnWorlds

Editor pick

Integrated learner community features inside the course experience, tied directly to course engagement flows.

Best for: Fits when teams need branded learning experiences with built-in assessments and progress tracking.

3

Thinkific

Editor pick

Thinkific course enrollment and content updates are designed around keeping learner progress tied to the course delivery structure during revisions.

Best for: Fits when teams need fast course creation with standard packaging and tracked completion for internal programs.

Comparison Table

1
TeachableBest overall
SMB
9.4/10
Overall
2
8.8/10
Overall
3
8.6/10
Overall
4
8.4/10
Overall
5
8.3/10
Overall
6
7.7/10
Overall
7
7.5/10
Overall
8
7.1/10
Overall
9
6.8/10
Overall
10
6.7/10
Overall
#1

Teachable

SMB

Hosted platform for creating and selling online courses with built-in payment processing.

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

Teachable quizzes and gradebook-style tracking keep assessment results inside the course workflow without exporting to a separate LMS.

Teachable pairs course creation with storefront-style publishing and learner management, which makes it well suited for content that needs a clean sales and onboarding flow. Course builders include lesson organization, video hosting controls, and assessment-style quizzes with grade tracking inside the platform.

The admin experience focuses on course access, enrollment workflows, and content management operations like versioning and bulk operations across courses. Integrations and extensibility cover common LMS adjacent needs, but deeper enterprise governance depends on the supported integration paths rather than a native SCORM runtime.

Pros
  • +Course builder supports structured lessons and reusable course templates
  • +Built-in quiz and grading supports measurable learner progress
  • +Enrollment and access controls are straightforward for small team ops
  • +Content management tools support updates without breaking overall course flow
Cons
  • –SCORM packaging workflows are not the primary center of the authoring experience
  • –Advanced governance like granular RBAC and audit log depth can require add-ons
  • –Bulk migration and export options are limited versus full LMS interoperability suites
  • –LTI and other LMS interoperability paths are constrained by integration availability
Use scenarios
  • Independent educators and course creators

    Sell self-paced lessons via hosted storefront

    Direct-to-learner course delivery

  • Training teams with video curricula

    Host video lessons in one catalog

    Evergreen learning access

Show 2 more scenarios
  • Professional trainers and certification programs

    Issue completion credentials after progress

    Completion certificates for learners

    Create completion certificates when learners meet course progress requirements.

  • Coaches and instructor-led businesses

    Package coaching programs with course access

    Centralized coaching delivery

    Bundle guided instruction materials with learner access to centralize both sales and delivery.

Best for: Fits when training teams need fast course publishing, quizzes, and practical learner enrollment management.

#2

LearnWorlds

SMB

Course platform focused on interactive video and assessment-driven learning.

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

Integrated learner community features inside the course experience, tied directly to course engagement flows.

LearnWorlds supports structured course authoring with pages, lessons, and assessments, plus learner progress monitoring across assigned content. Video delivery is integrated into course playback rather than delegated to a generic LMS embed, which reduces coordination overhead for course teams. Management tools cover user access, enrollment paths, and content organization for multiple courses.

A tradeoff appears in deeper LMS interoperability work, since SCORM packaging and runtime behavior depend on the packaging approach and the external LMS being targeted. LearnWorlds fits teams that want a controlled learning experience front end while still needing standard course progress reporting and assessment outcomes.

Pros
  • +Course builder keeps lesson structure and media publishing in one workflow
  • +Assessments support grading logic that maps to completion status
  • +Learner community tools reduce reliance on external discussion systems
  • +Admin controls cover enrollment and access across multiple courses
Cons
  • –SCORM export and import workflows can be sensitive to packaging choices
  • –Complex enterprise governance can require extra operational process
  • –Advanced reporting depends on how course events are instrumented
  • –Deep LTI integrations are not always the fastest path for LMS migrations
Use scenarios
  • Enablement teams

    Run product training cohorts

    Faster readiness reporting

  • Training managers

    Standardize onboarding programs

    Lower onboarding variation

Show 2 more scenarios
  • Learning and development teams

    Drive practice with assessments

    Clear skill signals

    Use quiz authoring and feedback loops to measure performance and completion progress.

  • Customer education teams

    Host support-focused courses

    Higher self-service adoption

    Publish multimedia lessons with embedded community areas to reduce repeat support questions.

Best for: Fits when teams need branded learning experiences with built-in assessments and progress tracking.

#3

Thinkific

SMB

Course creation platform with customizable landing pages and marketing tools.

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

Thinkific course enrollment and content updates are designed around keeping learner progress tied to the course delivery structure during revisions.

Thinkific lets teams design and publish online courses with a built-in course builder, lesson structure, and assessment pages. Admin workflows center on managing course catalogs, enrollment controls, and content updates without needing a separate LMS team.

The platform also supports interoperability through standard packaging and learning activity tracking integrations, plus tooling for course and content migration between environments. Automation is handled through course events and integrations that connect enrollment, progress, and completion data to external systems.

Pros
  • +Course authoring and publishing tools cover most common training workflows
  • +Completion and progress tracking supports operational reporting needs
  • +Standard packaging helps move course content across learning ecosystems
  • +Enrollment controls support internal programs and controlled self-enrollment
Cons
  • –SCORM packaging support depends on the content model used inside course lessons
  • –Complex assessment logic can require workarounds for advanced grading paths
  • –Deep LMS-style reporting across multiple programs needs external reporting
  • –Large-scale migration workflows require careful pre-planning of content structure
Use scenarios
  • Independent educators and course creators

    Publish gated lessons behind checkout

    Managed path to access

  • Organizations managing multiple programs

    Publish a multi-course learner catalog

    Consistent catalog access

Show 2 more scenarios
  • Online instructors and training teams

    Run self-paced training with progress

    Visible learner progress

    Combine lessons, video, embedded content, quizzes, and completion tracking in one learner site.

  • Educators running membership content

    Create recurring membership learning access

    Ongoing program access

    Package courses and digital learning content into membership-based access experiences.

Best for: Fits when teams need fast course creation with standard packaging and tracked completion for internal programs.

#4

Xperiencify

SMB

Course platform built around gamification and student engagement mechanics.

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

Bulk program operations combined with reusable course templates for cohort-scale rollout management.

Xperiencify centers on creating and managing learning programs with structured course templates and repeatable content setup across cohorts. Course authoring includes quiz authoring and assessment configuration, while learner progress includes completion tracking and performance reporting for training operations. Built-in content governance is positioned around versioning and migration-friendly workflows for updating existing programs without rebuilding everything from scratch.

Pros
  • +Template-driven program setup for consistent cohort delivery
  • +Assessment and quiz authoring tied to learner progress reporting
  • +Completion tracking supports operational follow-up and reporting
  • +Bulk course operations reduce repetitive setup effort
Cons
  • –Interoperability depth may require standards validation per target LMS
  • –SCORM packaging and sequencing needs extra QA for complex learning flows
  • –Admin configuration for large org rollout can require planning
  • –Custom reporting beyond built-in metrics may need workaround effort
Use scenarios
  • L&D operations teams

    Run monthly compliance cohorts

    Faster cohort readiness checks

  • HR training coordinators

    Assign onboarding learning tracks

    Lower onboarding admin overhead

Show 2 more scenarios
  • Team enablement leads

    Train multiple departments consistently

    Consistent training across teams

    Duplicate course structures in bulk and manage assessments across learner groups.

  • Learning technology managers

    Migrate course updates safely

    More reliable course refreshes

    Version and migrate content updates to reduce full rebuilds across programs.

Best for: Fits when training teams need repeatable course programs, assessments, and progress reporting.

#5

Kajabi

SMB

All-in-one platform combining course hosting, marketing, and website building.

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

Native page and course publishing workflow that links lesson delivery with marketing and email automation.

Kajabi is a strong fit for organizations that want course authoring plus site hosting and messaging in one configuration. Course building uses a visual lesson structure, quiz-style assessments for learning checks, and completion-oriented tracking for course consumption. The platform also includes user management for cohorts and course access, which reduces the need to stitch together separate tools for enrollment and delivery.

Pros
  • +Tight workflow between course lessons, pages, and learner communications
  • +Cohort-style access controls reduce manual enrollment handling
  • +Assessment quizzes support graded learning checks inside courses
  • +Built-in scheduling and follow-up sequences reduce tooling sprawl
Cons
  • –Lower LMS interoperability for external gradebook workflows
  • –Migration from existing SCORM packages can be constrained
Use scenarios
  • L&D teams

    Internal onboarding course cohorts

    Fewer outreach gaps

  • Community managers

    Customer education programs

    Higher learner participation

Show 2 more scenarios
  • Enablement leads

    Partner training tracks

    Better rollout consistency

    Publish track-based training and control access by cohort enrollment settings.

  • Content teams

    Video-first course production

    Faster content iteration

    Organize video lessons into modules and add quizzes for knowledge checks.

Best for: Fits when teams need authoring plus marketing and learner follow-up without external LMS integrations.

#6

Pathwright

SMB

Course platform focused on structured lesson paths and branded learning experiences.

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

Pathwright’s path-first authoring model structures lessons into ordered learning sequences with shared template patterns.

Pathwright is an online course creation system built around structured learning paths and instructor-driven templates. It supports publishing workflows for lessons, assessments, and progress tracking while keeping course build steps consistent across a team’s catalog.

Pros
  • +Path and lesson templates reduce rebuild time for course families
  • +Assessment creation supports common quiz and scoring workflows
  • +Progress tracking gives learners visible completion state across path steps
  • +Content update workflows keep catalog changes consistent
Cons
  • –External LMS interoperability options are limited compared with SCORM-first tools
  • –Advanced grading and gradebook sync needs a manual process in many setups
  • –Large course catalogs require careful template governance to avoid drift
  • –Learning analytics depth is thinner than analytics-first LMS platforms
Use scenarios
  • Internal training teams

    Template repeatable learning paths

    Repeatable path publishing

  • Instructional designers managing cohorts

    Publish assessments with tracked progress

    Progress tied to course steps

Show 1 more scenario
  • Course authors updating catalogs

    Propagate updates through standard formats

    Controlled catalog updates

    Manage course ownership and access so repeatable course updates roll out cleanly.

Best for: Fits when teams build structured training paths and want template-driven course updates.

#7

Mighty Networks

SMB

Community-driven platform with native course creation and paid memberships.

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

Built-in community spaces that let course enrollment, discussions, and moderation operate as one learning workflow.

Mighty Networks centers course delivery inside a branded community with member profiles, groups, and discussions built around learning cohorts. It supports course creation with lessons, video hosting, and gated access so training content can be tied to membership and enrollment flows.

Pros
  • +Community-native learning that keeps discussions and cohorts attached to courses
  • +Lesson publishing and membership access work together for gated training
  • +Clear moderator roles for managing discussions alongside content
  • +Automations can trigger based on enrollment and engagement events
Cons
  • –SCORM packaging and LMS interoperability controls are not its primary strength
  • –Advanced assessment and gradebook syncing depend on limited workflows
  • –Learning analytics stay more engagement-oriented than standards-grade reporting
  • –Deep API extensibility for custom learning data models is limited
Use scenarios
  • Educators and course creators

    Deliver lessons with peer discussions

    Shared cohort learning space

  • Creators and education providers

    Sell programs with community participation

    Structured learning plus networking

Show 2 more scenarios
  • Associations with distributed chapters

    Operate chapter groups within one network

    Local groups with shared infrastructure

    Create separate groups with their own events, permissions, and updates inside the shared network.

  • Membership organizations and associations

    Run a gated member portal

    One portal for member engagement

    Provide recurring access to announcements, events, profiles, and content for members in one destination.

Best for: Fits when teams need course training tied to ongoing community discussions and moderated cohorts.

#8

Simplero

SMB

All-in-one platform for courses, memberships, and digital product sales.

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

Built-in workflow automation ties learner events like enrollment and completion to tags, emails, and next-course actions.

Simplero creates and delivers online courses with a workflow that combines course building, marketing pages, and member access in one system. It supports course creation with lessons, quizzes, and structured learning paths, then tracks learner progress through completion signals and activity history.

Pros
  • +Course delivery and marketing pages share the same enrollment and member logic
  • +Event-driven automations can tag learners and route them into course states
  • +Quizzes and lesson progress tracking support structured learning sequences
  • +Team access controls support day-to-day course operations without extra tooling
Cons
  • –SCORM export and LMS interoperability are limited compared with SCORM-first authoring tools
  • –Bulk content migration and large-scale library management require careful planning
  • –Advanced xAPI or deep LRS-grade event exports need more design work
  • –Custom integrations rely on the automation system rather than a broad API surface
Use scenarios
  • Course marketers and creators

    Publish course pages and member access

    Cohesive marketing-to-access flow

  • Learning ops and course administrators

    Track completion through activity history

    Clear completion tracking

Show 2 more scenarios
  • Teams running automated onboarding

    Trigger emails and enrollments from events

    Automated learner communications

    Send emails, apply tags, and automate enrollments when learners enroll or complete course content.

  • Course teams with shared publishing roles

    Use reusable structures for publishing

    Consistent course publishing

    Control team access and reuse course structures for consistent recurring publishing workflows.

Best for: Fits when course teams need tight enrollment-to-delivery workflows with automation and member access.

#9

Ruzuku

SMB

Hosted course platform designed for step-by-step cohort-based learning.

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

Cohort scheduling with progress-triggered automation connects enrollment timing and learner completion to downstream course actions.

Ruzuku focuses on building course cohorts with structured delivery and team-oriented training workflows. Course creation centers on guided modules, scheduled drip delivery, and integrated assessment options inside one authoring flow.

Pros
  • +Cohort scheduling supports drip delivery without manual check-ins
  • +Progress-driven automation triggers enrollments and follow-up steps
  • +In-course quizzes provide grading and completion signals for workflows
  • +Course lifecycle controls make it easier to run repeated training rounds
Cons
  • –LMS interoperability for SCORM packages is limited compared with LMS-first tools
  • –Complex assessment customization can require workaround patterns
  • –Bulk migration support for large course libraries is weaker than general LMSs
  • –Role separation for deep admin delegation needs tighter governance planning
Use scenarios
  • Independent educators and coaches

    Host guided self-paced course lessons

    Learners complete a hosted course

  • Training managers and course creators

    Review engagement and completion signals

    Course-level progress visibility

Show 2 more scenarios
  • Instructors and practical skills trainers

    Attach quizzes to lesson progress

    Assessment visibility inside flow

    Add quizzes to lessons and connect quiz results to progress or completion requirements.

  • Small education businesses

    Enforce gated access across course stages

    Rules-based lesson access

    Control access to lessons and stages so learners receive content based on defined access rules.

Best for: Fits when teams run cohort-based training with automated next steps and minimal external LMS integration.

#10

Podia

SMB

Platform for selling courses, digital downloads, and memberships.

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

Integrated storefront-to-course enrollment keeps payment, access, and lesson delivery in one workflow.

Podia is an online course creation tool focused on publishing workflows for educators who want to sell content with minimal admin overhead. It includes video hosting inside courses, digital downloads, and membership-style experiences built around a single storefront and checkout flow.

Pros
  • +Course builder uses page and lesson modules that stay readable as catalogs grow
  • +Video hosting is integrated into the course experience without an external media step
  • +Quiz and grading flow works inside course delivery without switching systems
  • +Storefront and checkout let course enrollment happen in the same workflow
Cons
  • –SCORM packaging and SCORM runtime behavior are not a native focus
  • –LTI integration is not positioned for deep LMS interoperability
  • –Assessment and reporting depth is limited compared with dedicated LMS gradebooks
  • –Automation for user provisioning and lifecycle events has a smaller surface area
Use scenarios
  • Course creators and instructors

    Sell video and downloads in paid courses

    Customers complete online

  • Coaches and program operators

    Deliver lessons on a scheduled sequence

    Paced learning delivery

Show 2 more scenarios
  • Creators and small education businesses

    Email buyers and enrolled learners

    Centralized learner outreach

    Use built-in email tools for post-purchase updates and member communications tied to course access.

  • Solo creators and small digital businesses

    Present offers on a simple storefront

    One storefront for selling

    Create public pages that showcase courses, memberships, and downloads in one consolidated web presence.

Best for: Fits when small teams sell video courses and want enrollment, quizzes, and progress in one system.

Conclusion

After evaluating 10 online course creation software, Teachable 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
Teachable

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 Online Course Creation Software

How do Xperiencify and Pathwright handle template-driven course updates for teams?
Xperiencify uses reusable course templates tied to bulk program operations so cohorts can be rolled out with consistent structure. Pathwright keeps builds path-first so ordered learning sequences and shared template patterns stay consistent across the course catalog, which reduces drift during revisions.
Which tools in this list support integrations for LMS interoperability and standard packaging workflows?
Thinkific is built for standard packaging and learning activity tracking integrations, with tooling for course and content migration between environments. Teachable and LearnWorlds provide extensibility through integration paths, but administrators typically rely on integration coverage to achieve deeper LMS interoperability rather than a native enterprise governance pipeline.
How does course delivery differ between Google Classroom-oriented workflows and dedicated training platforms like 360Learning and Kajabi?
Kajabi keeps the workflow inside one workspace by linking lesson delivery with publishing and learner follow-up, which reduces cross-system configuration. Platforms positioned around Google Classroom and team learning typically depend on classroom enrollment mechanics plus downstream reporting, so admin tasks split across classroom workflows and the learning platform.
When do completion tracking and gradebook-style reporting stay inside the course workflow?
Teachable keeps assessment outcomes inside its course workflow using quiz and grade tracking so results map directly to the lesson experience. LearnWorlds uses completion tracking tied to its assessment and course hosting flow, which helps keep performance review aligned to the learning journey rather than an external export.
What breaks if an organization needs SCORM runtime behavior or sequencing rules that depend on an external LMS?
Kajabi and Podia focus on unified publishing and delivery workflows, so organizations that require strict external LMS sequencing rules often hit workflow gaps unless the external LMS does the runtime execution. Thinkific and Teachable are more likely to fit when standard packaging and activity tracking integration paths can reproduce the expected runtime behavior in the target LMS.
How do admins manage role-based access control and author permissions across multiple course authors?
Simplero supports team-based access control in its admin area so course building and member access can be managed under separate permissions. Xperiencify targets team training workflows with operational reporting readiness for managers, which requires explicit admin governance to separate authoring, cohort setup, and reporting access.
What integration and automation paths support enrollment-to-content synchronization across external systems?
Simplero triggers tags, emails, and enrollments based on learner events like enrollment and completion, which keeps downstream actions aligned to course state. Ruzuku uses rules that connect cohort scheduling and next-step actions to learner progress and completion, which is effective when external systems must react to those lifecycle events.
How do Mighty Networks and LearnWorlds differ when the training experience depends on community discussion workflows?
Mighty Networks ties course access to a branded community model with member profiles, groups, and moderated spaces so discussions and enrollment operate in the same learning workflow. LearnWorlds provides built-in community and learner engagement tools, but course delivery and assessment flows remain the primary structure for progress and performance review.
How should teams plan data migration when moving course catalogs and learner progress between environments?
Thinkific provides tooling for course and content migration between environments, which reduces manual rebuild when replatforming training programs. Xperiencify emphasizes bulk program operations and template reuse, so migration planning typically focuses on mapping existing program structure into templates and cohorts to preserve completion tracking continuity.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Online Course Creation Software

We look for what separates online course creation options in day-to-day delivery: whether course content follows a predictable interoperability path and whether the platform gives you the right automation and governance controls for publishing and updates. The key differentiator is often integration depth around your existing training workflows, not just where you edit videos.

Content portability for course files

Why it matters

If your course can’t move cleanly, every future redesign becomes a rebuild instead of an update. Portability matters most when you need to change platforms, agencies, or hosting arrangements.

How to check

Ask the demo team to show how they move a finished course out (and what stays vs what is recreated). Export a small course, then verify you still have the lesson structure and materials without manual reconstruction.

LMS launching and enrollment compatibility

Why it matters

LMS launching and enrollment compatibility determines whether your learners can start courses from the places they already use. When this is weak, your rollout turns into custom workarounds.

How to check

In the demo, start a course from a connected LMS flow and confirm the learner lands at the correct lesson entry point. Then check what happens to enrollment or access changes after a course update.

Automation and API actions

Why it matters

Automation and API actions reduce manual publishing steps and help you keep course catalogs consistent. This matters when you schedule releases, manage batches, or connect production systems.

How to check

Ask for a sample workflow: create or publish a course via API, then apply a metadata change across a batch. Confirm the platform documents endpoints and shows what objects you can read and write (courses, content items, enrollments).

Role controls and audit trail

Why it matters

Role controls and audit trail affect who can publish, change, or roll back training. Without them, governance collapses as teams grow or multiple departments contribute content.

How to check

In a demo, create at least three roles (author, editor, admin) and show which actions each role can perform. Then pull an audit view for a course change and confirm it records actor and timestamp.

Versioning workflow for course updates

Why it matters

A versioning workflow for course updates lets you fix content while preserving what current learners should see. It also reduces confusion when you publish new revisions mid-stream.

How to check

Update one page or lesson and show how existing learner progress is handled. Confirm whether learners can stay on the previous revision and whether you can see what version each learner received.

Learner progress reporting and history

Why it matters

Learner progress reporting and history tell you whether your course delivery is working across cohorts. Weak reporting forces you to infer outcomes from exports or manual tracking.

How to check

Run a short course as a test learner and capture how progress, completion, and attempts show up in reports. Then check whether reports update after edits and whether historical results remain accessible.

Red flags

  • Portability gaps where courses can’t move without rebuilding structure
  • Enrollment behavior that breaks when a course is launched from an LMS
  • Publishing changes with no clear versioning or audit record

Fit by situation

  • If you must coordinate course launches with an LMS catalog, prioritize LMS launching and enrollment compatibility.
  • If multiple authors publish frequently across teams, prioritize role controls and audit trail.
  • If you expect to revise lessons while learners are mid-course, prioritize versioning workflow for course updates.
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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