Commissioned Research
Top 10 Best Online Quiz Creation Software of 2026

GITNUXSOFTWARE REVIEW

Education Learning

Top 10 Best Online Quiz Creation Software of 2026

Compare online quiz creation software options for classroom and training, including Quizizz and Kahoot, with feature tradeoffs for shortlisting 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 our reviews. Editorial policy

Online quiz creation tools turn question authoring into assessed learning events with scoring logic, gradebooks, and reporting data models that feed classrooms, training teams, and customer education. This comparison helps decision-makers weigh tradeoffs across interactive quiz UX, automation depth for results handling, and integration options like exports and APIs using tools such as Quizizz.

Quizizz is the best pick for teachers and trainers who need fast formative quizzes with rapid intervention, because its live question timing and shuffling pair with question-level analytics that pinpoint weak concepts, whereas SurveyMonkey fits training teams that want scenario quizzes thanks to answer branching that routes respondents into different question sets.

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

Quizizz

Live quiz sessions with question-by-question timing plus shuffling, paired with question-level analytics for rapid intervention.

Best for: Fits when teachers or trainers need fast formative quizzes with item analytics and varied live delivery.

2

Kahoot!

Editor pick

Real-time game session delivery with teacher-controlled pacing and participant display synchronized to each question.

Best for: Fits when teachers need quick live quiz delivery with media and post-session results review.

3

ClassMarker

Editor pick

Question-level performance reporting that ties learner outcomes back to specific items and distractor patterns.

Best for: Fits when instructors need repeatable quizzes with item-level analytics and controlled delivery.

Comparison Table

1
QuizizzBest overall
vertical specialist
9.3/10
Overall
2
vertical specialist
8.9/10
Overall
3
vertical specialist
8.7/10
Overall
4
enterprise
8.3/10
Overall
5
8.2/10
Overall
6
7.8/10
Overall
7
7.4/10
Overall
8
vertical specialist
7.1/10
Overall
9
6.8/10
Overall
10
6.6/10
Overall
#1

Quizizz

vertical specialist

Gamified quiz platform supporting both live and asynchronous learning assessments.

9.3/10
Overall
Features9.3/10
Ease of Use9.2/10
Value9.4/10
Standout feature

Live quiz sessions with question-by-question timing plus shuffling, paired with question-level analytics for rapid intervention.

Quizizz is distinct from simple form builders because it adds game-like session delivery and item-level reporting for instruction decisions. Question creation includes branching-like customization through quiz-level flow controls and timed, question-by-question delivery in live sessions. Analytics capture accuracy patterns at the question level, so instructors can target follow-up content based on distractor outcomes.

A tradeoff appears when deeper LMS grade passback and standards packaging matter, because Quizizz workflows depend more on its integration layer than on native SCORM-style exports. Quizizz works well when one team needs recurring formative assessment in short cycles, such as weekly checks in a cohort or spaced practice for onboarding.

Pros
  • +Question shuffling reduces copying and repeats across live sessions
  • +Item-level analytics highlight weak concepts by question and choice
  • +Timed, question-by-question delivery supports structured classroom pacing
  • +Reusable content via question bank style organization and sharing
Cons
  • –Deeper LMS grade passback can require careful integration setup
  • –Advanced assessment workflows need manual design effort per quiz
  • –Question imports are format-dependent and can require cleanup
  • –Large item libraries may feel cumbersome without strong taxonomy discipline
Use scenarios
  • K-12 teachers

    Weekly checks with live pacing

    Fewer repeat copies, faster reteach

  • Corporate L&D teams

    Self-paced onboarding knowledge checks

    Targeted remediation by topic

Show 2 more scenarios
  • Instructional coaches

    Content iteration from analytics

    Improved item effectiveness

    Use item-level results to revise stems and distractors based on performance patterns.

  • Academic departments

    Standardized quizzes across sections

    Consistent assessment coverage

    Share quiz builds across sections and keep difficulty consistent through structured question sets.

Best for: Fits when teachers or trainers need fast formative quizzes with item analytics and varied live delivery.

#2

Kahoot!

vertical specialist

Game-based learning platform for creating interactive quiz games.

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

Real-time game session delivery with teacher-controlled pacing and participant display synchronized to each question.

Kahoot! creates and runs live quiz sessions with a game-like participant view and teacher-controlled pacing. Content creation centers on multiple-choice questions with timers, question order control, and built-in media support for questions and answers.

Delivery emphasizes real-time participation, while reporting focuses on quiz results by session and question. Kahoot! also supports classroom workflows through LMS-oriented publishing and analytics that help review performance after a run.

Pros
  • +Live session mode provides fast teacher-to-class delivery control
  • +Question creation supports timers and rich media in prompts and choices
  • +Session and question results help review participation patterns
  • +Sharing and reuse of quizzes reduces rework for common lesson objectives
Cons
  • –Question types stay mostly within multiple-choice and quiz-style formats
  • –Advanced item pools and deep randomization logic remain limited
  • –Analytics focus on results, not item analysis like distractor effectiveness
  • –Automation and API surface for external systems is not a primary workflow
Use scenarios
  • Presenters and event facilitators

    Add live quizzes to sessions

    Higher audience engagement

  • Education and training teams

    Standardize quizzes across instructors

    More consistent content delivery

Show 2 more scenarios
  • Corporate training teams

    Run policy refreshers quickly

    Faster knowledge checks

    Deliver short, timed quizzes that reinforce procedures and produce visible results after each session.

  • Remote educators and trainers

    Synchronize participation for hybrid classes

    Coordinated remote participation

    Host browser-based sessions where learners join from devices and see the quiz paced by the facilitator.

Best for: Fits when teachers need quick live quiz delivery with media and post-session results review.

#3

ClassMarker

vertical specialist

Online testing platform for creating graded exams and quizzes.

8.7/10
Overall
Features8.7/10
Ease of Use8.8/10
Value8.6/10
Standout feature

Question-level performance reporting that ties learner outcomes back to specific items and distractor patterns.

ClassMarker’s quiz builder centers on repeatable question sets, with question pooling behavior that supports consistent reuse across sessions. Randomization options such as shuffling question order and answer choices help reduce predictability for practice and assessments. Analytics focuses on item-level performance so instructors can review which questions and distractors underperform.

A tradeoff appears in integration depth for schools that require LMS-native workflows, since LTI-style and SCORM-style publishing is not the primary experience. A common fit is periodic formative or summative quizzes where instructors want to reuse a curated question set with controlled delivery and fast scoring.

Pros
  • +Question pooling supports reusable assessments across multiple quiz runs
  • +Question-level analytics shows which items and distractors underperform
  • +Shuffling logic reduces item order and answer position predictability
  • +Multiple question types support mixed assessment formats in one quiz
Cons
  • –Advanced proctoring and identity workflows are not a core focus
  • –LMS integration depth for automated grade passback can be limited
Use scenarios
  • Secondary school teachers

    Monthly assessment using shared item sets

    Better item targeting next month

  • Workforce training teams

    Competency checks with randomized versions

    More consistent cohort results

Show 2 more scenarios
  • Instructional designers

    Large question bank curation

    Higher discrimination on key items

    Designers import items, organize questions into pools, and use item analysis to refine distractors.

  • Small tutoring centers

    Practice quizzes with quick scoring

    Faster feedback for learners

    Tutors run frequent quizzes with instant scoring and learner feedback to guide next sessions.

Best for: Fits when instructors need repeatable quizzes with item-level analytics and controlled delivery.

#4

SurveyMonkey

enterprise

Online survey platform with quiz and assessment creation capabilities.

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

Answer branching that routes respondents to different question sets based on selected responses.

SurveyMonkey quiz creation centers on survey builder controls such as sectioning, required questions, and answer branching that can route respondents to different question paths. Reporting includes response-level exports plus aggregated dashboards and question performance breakdowns that help interpret wrong-answer patterns after delivery. The automation surface is strongest around result handling and integrations that consume completed responses for reporting and follow-up.

Pros
  • +Answer branching supports scenario quizzes with conditional follow-up questions
  • +Question-level analytics highlights which items drive incorrect responses
  • +Exportable results integrate with external reporting workflows
  • +Survey-style formatting supports structured sections and required items
Cons
  • –Timed question-by-question delivery feels secondary to survey workflows
  • –RBAC and governance features are not as specialized for quiz fleets
  • –Advanced item security and proctoring controls are limited
  • –Complex quiz logic can become harder to audit at scale
Use scenarios
  • Corporate L and D teams

    Conditional training checks after modules

    Faster remediation paths

  • HR compliance teams

    Policy acknowledgments with scoring

    Clear training outcome reporting

Show 2 more scenarios
  • Instructional designers

    Scenario-based formative assessment

    Actionable learning analytics

    Sectioned layouts and conditional flows model decision trees for feedback.

  • Assessment coordinators

    Result exports for dashboards

    Centralized reporting views

    Exports support external analysis of item outcomes and trends over time.

Best for: Fits when training teams need answer-path logic and strong post-quiz analytics.

#5

Typeform

SMB

Interactive form and quiz builder known for its conversational interface design.

8.2/10
Overall
Features8.2/10
Ease of Use8.1/10
Value8.3/10
Standout feature

Native conversational form editor with conditional routing logic that changes the next question in real time.

Typeform turns quiz creation into a conversational form workflow with question-by-question delivery and varied question layouts. It supports logic that can route learners based on answers and it captures submission responses with analytics geared to question-level review.

Pros
  • +Conversational question-by-question flow improves completion for training check-ins
  • +Answer-based routing supports branched quiz experiences without custom code
  • +Question-level reporting helps identify weak items after runs
  • +API enables automatic transfer of responses into external systems
Cons
  • –Quiz scoring and grading automation are less full-featured than LMS quiz suites
  • –Advanced item authoring workflows like bulk question pooling need external handling
  • –Migration and import for large item banks can require manual restructuring
  • –Extensive governance features for multi-tenant class administration are limited
Use scenarios
  • Product research teams

    Run guided discovery questionnaires

    Cleaner research inputs

  • Marketing and sales teams

    Qualify leads with tailored questions

    More relevant follow-up data

Show 2 more scenarios
  • Educators and hiring teams

    Deliver short scored assessments

    Less manual grading

    Build online quizzes with branching, answer settings, and scoring to reduce manual grading work.

  • HR and employee experience teams

    Collect role-based pulse feedback

    Targeted staff feedback

    Create onboarding, role check-ins, and exit surveys with targeted questions that can be anonymous.

Best for: Fits when teachers need interactive, branched quizzes with strong reporting and automation via API.

#6

FlexiQuiz

SMB

Quiz builder with automated grading and question banking.

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

Question bank driven quiz assembly with reusable item organization for repeat sessions.

FlexiQuiz targets teachers and trainers who need quiz creation with quick publishing and repeatable question sets. It supports question authoring workflows that include importing and organizing items, then delivering quizzes with built-in review and analytics views.

Pros
  • +Question bank reuse reduces repeated manual entry for recurring cohorts
  • +Works well for short quiz delivery with immediate answer feedback
  • +Item organization makes it easier to assemble new quizzes from existing sets
  • +Analytics views support quick identification of weak topics
Cons
  • –Limited evidence of deep automation for multi-stage question selection
  • –Collaboration and governance controls are not clearly granular for large teams
  • –External LMS packaging options like SCORM and xAPI are not clearly positioned
  • –Advanced item formats and scoring rules may require workarounds
Use scenarios
  • Instructors and assessment designers

    Review question and quiz results

    Evidence for item improvements

  • Teachers and classroom instructors

    Run timed formative quizzes

    Quicker misconception identification

Show 2 more scenarios
  • Corporate training teams

    Reuse cohorts with varied order

    Less repeated authoring

    Reuse the same question sets across learner cohorts while varying question order between attempts.

  • Language program administrators

    Assemble tests from item banks

    More consistent test assembly

    Build consistent language assessments from reusable banks and compare results across timed sessions.

Best for: Fits when instructors need fast quiz creation, question reuse, and basic analytics for classroom or training cycles.

#7

Jotform Quiz Maker

SMB

Online form and quiz builder with multiple choice question types, conditional logic, and scoring options.

7.4/10
Overall
Features7.4/10
Ease of Use7.4/10
Value7.4/10
Standout feature

Per-question behavior and feedback are edited inside the same Jotform builder flow as other form fields.

Jotform Quiz Maker pairs quiz building with Jotform form logic, so quiz questions can sit inside the same branching and data capture workflows as other Jotform fields. It supports quiz-specific grading behaviors like timed delivery, per-question feedback, and multiple question types such as multiple choice and open response.

Pros
  • +Uses Jotform form logic so quiz interactions follow existing branching workflows
  • +Timed delivery and per-question feedback settings cover common classroom pacing needs
  • +Quiz results land in standard Jotform entries for reporting and follow-up actions
  • +Multiple question formats support both closed and open response assessments
Cons
  • –Quiz governance is limited compared with dedicated LMS quiz authoring controls
  • –Advanced assessment workflows require more setup than question-only builders
  • –Question import and reuse feel less structured than item-bank focused tools
Use scenarios
  • Teacher teams using Jotform

    Create scored practice quizzes

    Faster iteration on lesson practice

  • Training and HR L&D

    Screen candidates with mixed questions

    Consistent evaluation artifacts

Show 1 more scenario
  • Ops and compliance teams

    Run internal knowledge checks

    Repeatable knowledge tracking

    Teams publish quizzes and use Jotform entries to trigger follow-up forms and internal notifications.

Best for: Fits when teams already standardize on Jotform logic and need quizzes plus captured submissions.

#8

ProProfs Quiz Maker

vertical specialist

Dedicated quiz creation tool with question banks and automated grading.

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

SCORM package publishing for LMS delivery alongside detailed analytics on quiz and question performance.

ProProfs Quiz Maker supports end-to-end quiz authoring from question entry to learner delivery with configurable quiz settings.

Pros
  • +Question library reuse reduces rebuild time across repeated training cycles
  • +Question import supports bulk workflows instead of manual entry
  • +Quiz analytics includes item-level and attempt-level views for review
  • +SCORM package publishing fits LMS-based delivery requirements
Cons
  • –Branching logic support can feel limited for complex decision trees
  • –Advanced grading rules need careful setup to match scoring intent
  • –Collaboration and governance controls are lighter than dedicated LMS authoring tools
  • –Some interactive question types require extra configuration effort
Use scenarios
  • Corporate training and learning teams

    Deliver recurring onboarding quizzes

    Consistent quiz delivery

  • LMS administrators and learning teams

    Send quiz scores into LMS reporting

    Centralized training reporting

Show 2 more scenarios
  • Certification and training administrators

    Manage retakeable certification exams

    Consistent scored assessments

    Assemble repeatable scored tests from reusable question pools to support retake workflows.

  • Assessment coordinators and instructors

    Generate randomized exam attempts

    Reduced repeated memorization

    Select and randomize questions from shared banks to create varied attempts for each examinee.

Best for: Fits when instructors need repeatable quiz creation with item analytics and LMS-compatible delivery outputs.

#9

Riddle

SMB

Quiz and poll builder for publishers and marketing teams.

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

Timed question-by-question delivery paired with per-question analytics for fast instructional adjustments.

Riddle creates web-based quizzes with timed delivery and question-by-question pacing for classroom or training sessions. The editor supports reusable question content and structured quiz builds with configurable scoring and feedback.

Pros
  • +Timed, question-by-question delivery supports live and practice sessions
  • +Question results analytics highlight which items drive correct and incorrect answers
  • +Question libraries make repeated quizzes easier to maintain
  • +External distribution supports embedding into existing learning workflows
Cons
  • –Branching logic depth can be limited compared with dedicated assessment engines
  • –Complex quiz templates require careful setup to avoid scoring mistakes
  • –Advanced item analysis reporting is not as granular as some assessment platforms
  • –Non-standard item types may require format constraints during import
Use scenarios
  • Content marketers and brand teams

    Publish quizzes with branded result screens

    Clearer audience segmentation

  • Publishers and community managers

    Collect audience reactions via embedded widgets

    Faster feedback collection

Show 2 more scenarios
  • Facilitators and experience designers

    Run clue-based branching puzzle sessions

    Guided team activities

    Build branching riddles with reusable components and track multiplayer progress through completion and outcomes.

  • Customer education and enablement teams

    Verify onboarding understanding

    Targeted next-step routing

    Embed quizzes in onboarding journeys and route outcomes to next steps based on recall results.

Best for: Fits when teachers need live-paced quizzes with per-item performance visibility and repeatable question libraries.

#10

Outgrow

SMB

Interactive content platform for quizzes calculators and assessments.

6.6/10
Overall
Features6.6/10
Ease of Use6.6/10
Value6.6/10
Standout feature

Conditional logic drives multi-step interactive flows that can branch into different result experiences.

Outgrow is an online quiz creation tool that focuses on interactive lead-gen style flows, not just quiz questions. It lets educators build multi-step experiences with custom styling, conditional navigation, and embedded media blocks.

Pros
  • +Drag-and-drop builder supports branching paths across multiple steps
  • +Custom results pages can conditionally change based on answers
  • +Media and layout blocks support richer question experiences
  • +Clear editor workflow for assembling interactive sequences
Cons
  • –Question-item tooling is less specialized than quiz-first platforms
  • –Advanced assessment options like item analysis are not the core focus
  • –Question-level randomization and pooling controls feel limited
  • –LMS-grade packaging and standards support is not positioned for SCORM-style delivery
Use scenarios
  • Marketing and demand generation teams

    Qualify prospects with branching answers

    Segmented lead list

  • Training and enablement teams

    Create conditional onboarding knowledge checks

    Guided knowledge-check experience

Show 2 more scenarios
  • Marketing and campaign teams

    Collect entries from interactive giveaways

    Collected campaign entries

    Create shareable interactive entry journeys that collect participant responses for campaign follow-up.

  • Web and content teams

    Embed quizzes into existing pages

    Interactive pages without custom build

    Place quizzes, polls, or guided experiences into an existing website page without building the interaction layer.

Best for: Fits when trainers need branded, conditional decision flows that end in tailored results pages.

Conclusion

After evaluating 10 online quiz creation software, Quizizz 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
Quizizz

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 Quiz Creation Software

How do Quizizz and Kahoot! differ for live classroom pacing and question-by-question timing?
Kahoot! synchronizes a real-time game session display to each question and keeps pacing teacher-controlled during the run. Quizizz also supports live sessions, but it pairs live delivery with question-by-question timing plus shuffling and then summarizes item-level performance across the session.
Which tool supports deeper answer-path routing than basic quiz branching for training scenarios?
SurveyMonkey routes respondents using survey-style branching so answers can send learners to different question sets. Typeform also supports conditional routing, but it does so inside a conversational form editor that changes the next question in real time based on responses.
Which options include an API connection for pushing quiz submissions into external systems?
Typeform provides an API so quiz submissions can feed downstream grading, CRM, or learning workflows. Other tools in this category may support integrations through publishing or learning content formats, but Typeform is the clear choice for API-driven automation.
How does ClassMarker handle question-level analytics compared with FlexiQuiz for repeatable assessments?
ClassMarker ties question-level performance to learner outcomes and distractor patterns, which helps diagnose why specific items underperform. FlexiQuiz focuses on question bank driven quiz assembly plus per-quiz results and item-level visibility for follow-up, with less emphasis on item analysis depth than ClassMarker.
What breaks if an assessment needs LMS delivery and training teams require SCORM packaging?
Kahoot! centers on live participation and session results, so it is not positioned around SCORM packaging for LMS content delivery. ProProfs Quiz Maker explicitly supports SCORM package publishing for LMS delivery while still offering quiz and question performance analytics after attempts.
Which tool is better when quizzes need advanced timed delivery with question-by-question pacing and per-item visibility?
Riddle is built for timed question-by-question delivery and pairs that timing with per-item analytics for instructional adjustment. Quizizz can run timed live sessions, but its analytics emphasis is on summarizing learner performance by item across the session rather than tightly matching timing to each question’s outcome.
How do Google Forms and SurveyMonkey differ when answer-based branching must capture detailed post-quiz reporting?
SurveyMonkey combines routing with analytics-first reporting, including question-level performance views that support scenario-based training. Typeform also captures question-level results, but SurveyMonkey is the stronger match when routing plus detailed response reporting is the primary workflow.
How should admins plan data migration when moving question banks into a new platform like ProProfs Quiz Maker or ClassMarker?
ProProfs Quiz Maker supports question import and emphasizes maintaining repeatable assessments across cohorts with analytics after attempts. ClassMarker also supports item import via common formats and lets teams configure grading behavior by question type, which reduces rework when migrating scored items.
What security and access control expectations change between teams using RBAC-style administration and single-teacher classrooms?
ProProfs Quiz Maker includes admin management for quiz access and cohort reuse, which fits multi-user governance needs. Quizizz and Kahoot! are commonly used for classroom delivery, so teams with strict admin separation typically select tools that offer clearer admin controls for access and reuse workflows.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Online Quiz Creation Software

Options differ most in how they build quizzes from question libraries and how that content behaves when you publish or run a quiz. We see big gaps in Item bank management, Answer randomization controls, Scheduling and delivery timing, and Admin roles with audit log trails.

Item bank management and reuse

Why it matters

Item bank management and reuse determines whether teams can safely build quizzes over time without duplicating questions or losing consistency. If it’s weak, every new quiz becomes manual work.

How to check

In the editor, add a question to an existing library and then reuse it in two quizzes. Check whether edits to the source question propagate, and whether you can version or track changes.

Answer randomization and order control

Why it matters

Answer randomization and order control affects fairness and grading reliability across multiple attempts. It also matters when you reuse items that have known answer positioning needs.

How to check

Create one question with multiple choices, then run the quiz twice in a student view. Confirm whether answer order changes (or not) and whether you can control it at question or quiz level.

Scheduling and timed delivery options

Why it matters

Scheduling and timed delivery options decide whether you can run quizzes reliably for cohorts and deadlines. Missing control often forces awkward workarounds during launch.

How to check

Try setting a start time and an end time, plus a time limit for the whole quiz. Ask whether timing is based on participant time zones and whether late access is blocked.

Attempt rules and grading behavior

Why it matters

Attempt rules and grading behavior decide how learners can retry and what score they see. If this is unclear, you can’t enforce consistent outcomes across cohorts.

How to check

Configure attempts (single vs multiple) and choose whether scores update after each attempt. Run two attempts as a tester and check what the system reports back each time.

Admin roles and audit log depth

Why it matters

Admin roles and audit log depth determine who can publish, edit, or view results, and how traceable changes are. This matters when quizzes are managed by more than one person.

How to check

Look for RBAC-style permissions by role and try to limit who can edit questions versus publish quizzes. Then verify an audit log or change history exists for key actions like publishing and editing.

Question import and export formats

Why it matters

Question import and export formats affect how you migrate or back up quizzes without rewriting everything. Format gaps can lock you into a single workflow.

How to check

Import a small question set using the demo’s supported path, then export the same quiz to confirm it round-trips cleanly. Check whether metadata (difficulty, tags, explanations) survives.

Red flags

  • Edits to a reused question create duplicates instead of controlled updates
  • Randomization settings don’t behave consistently between runs
  • Timing controls don’t clearly handle time zones or late access behavior

Fit by situation

  • If you manage quizzes across a team and reuse items often, prioritize Item bank management and reuse.
  • If you need repeatable student experiences across attempts, prioritize Attempt rules and grading behavior.
  • If you run cohort deadlines with strict cutoffs, prioritize Scheduling and timed delivery options.
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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