Commissioned Research
Top 10 Best Yearbook Software of 2026

GITNUXSOFTWARE REVIEW

Education Learning

Top 10 Best Yearbook Software of 2026

Compare yearbook software options and what schools need for ordering, customization, and online proofs, including Entourage Yearbooks.

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

Yearbook software tools shape how student teams plan layouts, collaborate on pages, and move designs into production and distribution with consistent configuration and workflow controls. This comparison helps school leaders and operators weigh the tradeoff between publisher-managed production platforms and DIY design stacks such as Canva, especially for approval paths, project management, and operational throughput.

Entourage Yearbooks is the best pick for adviser-led teams that need consistent, role-based spread workflows because its deadline lock and staged reviews constrain edits once pages pass approval milestones, while Balfour fits schools wanting tightly controlled adviser submissions since its structured review flow keeps layouts stable before export.

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

Entourage Yearbooks

Deadline lock with staged review steps constrains page edits after approval milestones.

Best for: Fits when adviser-led teams need controlled, role-based spread workflows with consistent templates.

2

Picaboo Yearbooks

Editor pick

Adviser review and submission flow ties page progress to role permissions, reducing late-stage layout churn.

Best for: Fits when adviser teams need a guided yearbook layout workflow with controlled review and print-ready PDF output.

3

Balfour

Editor pick

Adviser-led page submission workflow that enforces controlled page state for iterative review before print export.

Best for: Fits when schools need adviser-controlled yearbook production with repeatable page templates and structured reviews.

Comparison Table

1
vertical specialist
9.5/10
Overall
2
vertical specialist
8.9/10
Overall
3
enterprise
8.7/10
Overall
4
enterprise
8.5/10
Overall
5
vertical specialist
8.3/10
Overall
6
vertical specialist
7.9/10
Overall
7
7.6/10
Overall
8
7.3/10
Overall
9
vertical specialist
6.9/10
Overall
10
vertical specialist
6.7/10
Overall
#1

Entourage Yearbooks

vertical specialist

Yearbook software and publishing platform offering online design tools and production services.

9.5/10
Overall
Features9.5/10
Ease of Use9.5/10
Value9.5/10
Standout feature

Deadline lock with staged review steps constrains page edits after approval milestones.

Entourage Yearbooks maps common yearbook operations to a structured publishing flow that separates roles like adviser, editor, and student contributors. Spread construction uses web editing and master-style template behavior so teams can keep consistent design rules across pages. The workflow also includes staged review steps that help teams manage signoffs before final export. Photo and asset handling is built around preparing and placing media into spreads with consistency checks during submission.

A key tradeoff is that configuration choices can require early planning so the layout rules, submissions, and review stages match the school’s production cadence. Entourage Yearbooks works best when the team already has a defined hierarchy of editors, a fixed set of templates, and a clear approval sequence leading into final PDF export. Teams that want late design pivots may find template constraints limit how far changes can go after page assignments.

Pros
  • +Role-driven editorial workflow reduces review churn across adviser and editors
  • +Template-based spreads keep design consistency across large page counts
  • +Print-ready PDF export supports direct handoff to print production
  • +Deadline lock workflow supports controlled review windows
Cons
  • –Template governance can limit late-stage layout changes
  • –Complex workflows require more up-front configuration than simpler setups
Use scenarios
  • Adviser and yearbook director

    Run adviser review gates

    Fewer last-minute revision cycles

  • Student editor team leads

    Assign editors per spread

    Clear ownership per page

Show 1 more scenario
  • School yearbook production staff

    Standardize design across pages

    Uniform page design

    Master-style templates enforce consistent spread structure and reduce layout drift over time.

Best for: Fits when adviser-led teams need controlled, role-based spread workflows with consistent templates.

#2

Picaboo Yearbooks

vertical specialist

Online yearbook creation and printing platform with collaborative design tools and flexible ordering.

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

Adviser review and submission flow ties page progress to role permissions, reducing late-stage layout churn.

Picaboo Yearbooks fits schools that want a web-based yearbook workflow with adviser-facing controls and guided page creation. It centers on a yearbook editor that supports templates, page assembly, and photo placement with previewable spreads for staff and students.

Administrators get tools for managing staff access and page progress toward publication, and the system produces print-ready outputs from the assembled layouts. Collaboration is handled through roles and a structured review flow so editors can submit work and advisers can lock in changes.

Pros
  • +Web-based editor reduces dependency on desktop publishing installations
  • +Templates and spread tools support consistent layouts across many staff editors
  • +Role-based staff access supports separation between editors and advisers
  • +Export workflow produces print-ready PDFs from assembled spreads
Cons
  • –Advanced production controls are limited compared with full desktop publishing toolchains
  • –Large staffs can hit workflow friction without tight submission and deadline discipline
Use scenarios
  • High school yearbook staff

    Assemble spreads with guided templates

    Drafts stay format-consistent

  • Advisers and department coordinators

    Review pages with role controls

    Fewer late-stage layout changes

Show 2 more scenarios
  • School administrators

    Track production progress by page

    Deadlines become more predictable

    Administrators monitor page progress and publication readiness across the yearbook workflow.

  • School print production teams

    Export print-ready outputs

    Print handoff is faster

    Completed page assemblies generate production-ready results for print handling.

Best for: Fits when adviser teams need a guided yearbook layout workflow with controlled review and print-ready PDF output.

#3

Balfour

enterprise

Yearbook publisher providing StudioBalfour design tools and full yearbook production services.

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

Adviser-led page submission workflow that enforces controlled page state for iterative review before print export.

Balfour is a yearbook software option used by school communities to manage layouts, approvals, and print submission through adviser-facing workflows. It supports role-based editing around a web-based layout experience, with tools geared toward building consistent page output and handling iterative review.

The workflow is designed around structured submissions, page-level control, and collaboration between staff and school stakeholders during deadlines. Balfour also emphasizes print readiness through generation of production-focused deliverables from submitted pages and assets.

Pros
  • +Role-based adviser workflow supports controlled editing and staged reviews
  • +Page submission workflow keeps layouts consistent across multiple contributors
  • +Print-ready export process reduces last-mile rework from revised spreads
  • +Template and inheritance approach helps standardize formatting and placement
Cons
  • –Complex layout builds require staff training for consistent results
  • –Dependence on staff discipline can slow turnaround when deadlines shift
  • –Advanced production checks rely on staff following the submission process
  • –Collaboration features feel staff-tool centric rather than student-first
Use scenarios
  • Student yearbook editors

    Assemble spreads from templates

    Drafts stay uniformly formatted

  • School yearbook advertising teams

    Coordinate ads with placements

    Pagination planning improves

Show 2 more scenarios
  • Yearbook production managers

    Maintain recurring section layouts

    Sections match across issues

    Yearbook software uses templates and section controls to keep coverage consistent across seniors, clubs, and sports.

  • Index and roster editors

    Organize names and indexing

    Indexing becomes more orderly

    Yearbook software helps teams use roster-related information and indexing tools to manage student and staff coverage.

Best for: Fits when schools need adviser-controlled yearbook production with repeatable page templates and structured reviews.

#4

Herff Jones

enterprise

Yearbook publisher offering eDesign online yearbook creation software for schools.

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

Adviser-controlled editing and review gates tie layout approvals to production readiness for yearbook spreads.

Herff Jones provides yearbook workflow tooling that centers on adviser and editorial roles from layout creation through print-ready output. The system supports spread-based layout controls, template-driven page construction, and submission flows for images and text that feed production.

Pros
  • +Role-based editorial workflow supports adviser review and student editing separation
  • +Spread-centric layout tools reduce inconsistencies during page assembly
  • +Template library and inheritance help standardize yearbook formatting across pages
  • +Print-oriented export outputs reduce downstream formatting work
Cons
  • –Governance and permissions need deliberate setup for large student staffs
  • –Advanced layout changes can require extra effort versus desktop publishing workflows
Use scenarios
  • Yearbook advisers

    Approve spread submissions by role

    Approvals follow a clear flow

  • Editorial layout teams

    Build spreads with templates

    Pages share consistent structure

Show 2 more scenarios
  • School production coordinators

    Export print-focused deliverables

    Print handoff is cleaner

    Yearbook software generates outputs geared toward print production instead of general web publishing.

  • District workflow owners

    Integrate yearbook data handoff

    Data transfer stays organized

    Yearbook software uses operational connectors and handoff workflow for district processes and production steps.

Best for: Fits when schools need governed adviser review plus print-ready publishing without manual file wrangling.

#5

Pictavo

vertical specialist

Web-based yearbook design software offering page layout tools, project management, and collaboration features.

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

Photo review and ranking workflow that keeps selection decisions tied to page production stages.

Pictavo organizes yearbook production around staff roles and a guided page workflow that reduces ambiguity during page creation and revision. Photo operations support curation and ranking so teams can move toward page assembly without losing context across multiple review rounds. Layout output is production-oriented, with page builds that are intended to feed directly into print submission workflows. Admin controls focus on controlling access to editing and review stages rather than only sharing files.

Pros
  • +Role-based page workflow reduces rework between editors and advisers
  • +Photo curation tools support iterative review and selection
  • +Template-driven layouts keep spreads consistent across staff
  • +Cloud collaboration helps remote editors meet production deadlines
Cons
  • –Free-form layout work outside the guided workflow is limited
  • –Template customization depth may lag schools with advanced design patterns
  • –Staff onboarding requires clear guidance on review stage expectations
  • –Complex page changes can still require multiple revision cycles
Use scenarios
  • Advisers and yearbook coordinators

    Manage remote staff page review

    Fewer late-stage revision loops

  • Student media editors

    Select photos for spreads

    Quicker page assembly

Show 2 more scenarios
  • Schools using recurring templates

    Standardize page layouts each year

    More consistent year-to-year output

    Templates and configuration help repeatable spread structures across staff teams.

  • District yearbook program staff

    Coordinate multiple schools

    Lower cross-site governance friction

    Central staff oversee permissions and workflows so schools follow the same review rhythm.

Best for: Fits when schools need a structured, remote photo-to-layout workflow with role-based review control.

#6

School Annual

vertical specialist

Yearbook publisher providing online design software for elementary and middle schools.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Spread assignment plus submission workflow keeps edits accountable per page throughout the production deadline window.

School Annual supports web-based yearbook creation with role-driven workflows for advisers, editors, and staff. Layout tasks center on assigning spreads, managing page submissions, and compiling print-ready PDF output for production.

Pros
  • +Role-based workflow supports adviser oversight and editor handoffs
  • +Spread-level assignment reduces misrouted pages during deadline cycles
  • +Template configuration helps keep recurring sections consistent across staff
  • +Print-ready PDF output aligns with common yearbook production pipelines
Cons
  • –Limited external integration depth reduces automation for existing SIS workflows
  • –Governing permissions and audit visibility feel thin for large multi-school districts
Use scenarios
  • School yearbook staff

    Assign spreads and submit pages

    Work moves through reviews

  • Yearbook advisers

    Compile print-ready PDF output

    Production files are generated

Show 2 more scenarios
  • Publication managers

    Configure templates for consistency

    Formatting stays uniform

    Yearbook software emphasizes template and publication settings to keep layout consistency across issues.

  • Small district yearbook teams

    Run guided setup workflows

    Onboarding stays streamlined

    Yearbook software prioritizes guided workflow configuration over broad third-party connectivity needs.

Best for: Fits when schools need guided yearbook assembly with adviser control and predictable template-based layouts.

#7

Canva

SMB

General-purpose design platform with yearbook templates and collaborative editing.

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

Template-based layout building with reusable design styles that propagate across pages during web editing.

Canva supports yearbook creation through a web-based layout editor, template library, and drag-and-drop page building. It is distinct for quick visual composition with reusable design elements like frames, grids, and styles that carry across spreads.

Pros
  • +Web editor makes page builds fast without desktop publishing setup
  • +Template and reusable design elements speed consistent spread creation
  • +Collaborative workspace supports multi-person editing and feedback cycles
  • +Exporting print-ready PDFs supports straightforward handoff to printers
Cons
  • –Yearbook production controls like deadline lock and submission portals are limited
  • –Pagination and spread planning lack yearbook-native automation for large catalogs
  • –Advanced print preflight such as bleed margin and gutter creep checks are not production-grade
  • –Bulk candid tagging and photo ranking workflows are not tailored for school photo seasons
Use scenarios
  • Classroom teachers

    Design yearbook pages from templates

    Pages look consistent

  • School community teams

    Create event materials and inserts

    Printable visuals are ready

Show 2 more scenarios
  • Small businesses

    Produce ad-like print layouts

    Print graphics are standardized

    Yearbook software supports customizable templates for print materials that can be exported for review or production.

  • Student groups

    Assemble photo collages for spreads

    Collages match template styles

    Yearbook software helps teams arrange photos and text into template-based collages for printable designs.

Best for: Fits when a school team needs fast web-based yearbook layouts and simple print PDF exports, not yearbook-specific automation.

#8

Mixbook

SMB

Self-serve photo book platform with a dedicated yearbook product line.

7.3/10
Overall
Features7.3/10
Ease of Use7.3/10
Value7.3/10
Standout feature

Browser-only yearbook page building that keeps advisers editing and reviewing in one shared web workflow.

Mixbook combines a web-based yearbook layout editor with print-focused output formats for schools and community groups. Its layout workflow centers on reusable design templates, drag-and-drop page construction, and a focus on photo-first composition.

Pros
  • +Web-based yearbook editor supports page layout work without desktop publishing software
  • +Template library and master-style page reuse reduce time spent rebuilding common spreads
  • +Remote collaboration keeps advisers and staff working from the same browser workflow
  • +Photo-first composition makes candid-heavy pages faster to assemble
Cons
  • –Limited governance depth for multi-adviser teams compared with more admin-heavy yearbook systems
  • –Fine-grained print preflight controls like color separations and spot-color workflows are less prominent
  • –Workflow relies on consistent content formatting to avoid layout rework
  • –Advanced pagination control across large volumes can take manual attention
Use scenarios
  • School yearbook advisers

    Assemble yearbook pages and spreads

    Design is coordinated for print

  • Small school teams

    Collaborate on a photo book

    Team output stays unified

Show 2 more scenarios
  • Families and individuals

    Create a personalized printed book

    Personalized book is ready

    Yearbook software helps arrange photos and captions into themed layouts ready for print ordering.

  • Families and individuals

    Make a themed photo calendar

    Calendar is prepared for print

    Yearbook software enables calendar creation with customized date grids and consistent monthly styling for printing.

Best for: Fits when a school team needs a browser-based layout workflow with template reuse and remote edits.

#9

YearbookLife

vertical specialist

Yearbook design software and publishing services for schools.

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

Page submission portal that routes work by staff assignments, enabling controlled collaboration before final review.

YearbookLife centers on school yearbook production with a web-based workflow for building pages and managing content. It supports adviser and staff roles through assignment-based editing, plus review and approval steps that keep spreads consistent across submissions.

Pros
  • +Web-based page workflow reduces version sprawl during edits.
  • +Role-based staff assignment supports clear adviser oversight.
  • +Structured page submission improves consistency across contributors.
  • +Export pipeline supports print-ready delivery for production runs.
Cons
  • –Spread template library coverage can feel thin for niche formats.
  • –Advanced configuration needs governance discipline to avoid layout drift.
Use scenarios
  • Schools offering digital access

    Publish a hosted digital yearbook

    Viewing is available after approval

  • Yearbook staffers

    Assemble consistent section spreads

    Section formatting stays consistent

Show 2 more scenarios
  • Yearbook advisers

    Track production and approvals

    Production status is visible

    Yearbook software manages page assignments, approvals, version controls, and section ordering across a team project.

  • Print-deadline coordinators

    Export files for production handoff

    Handoff is more structured

    Yearbook software helps complete page production and export print-oriented files for downstream production.

Best for: Fits when school teams need a web workflow with role-based page editing and structured submissions.

#10

PrestoYearbooks

vertical specialist

Online yearbook creation, management, and sales platform for schools and organizations.

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

Deadline lock for pages and submissions keeps the review round stable across adviser and student roles.

PrestoYearbooks is designed around yearbook production steps such as page building, asset intake, and review rounds that culminate in print-ready output. The system provides a web-based layout editor workflow with template and master-page inheritance behaviors that help teams keep spreads consistent. Production governance is handled through role-based access for advisers and student editors, along with controls that keep deadlines and submissions from changing after review milestones.

Pros
  • +Web-based layout workflow reduces reliance on desktop file transfers
  • +Role-based adviser and editor access supports controlled production handoffs
  • +Print-ready PDF export fits common yearbook vendor requirements
  • +Review cycles align to deadline locking to limit late changes
Cons
  • –Deep layout customization can feel constrained versus fully manual DTP
  • –Asset ingestion rules can require staff discipline for consistent uploads
  • –Some advanced pagination needs may require template adjustments
  • –Notification and approval controls are less granular than some admin-heavy setups
Use scenarios
  • Yearbook advisers

    Manage review rounds and final approvals

    Fewer late proof regressions

  • Student editors

    Build spreads using shared templates

    Consistent spreads across sections

Show 2 more scenarios
  • School production coordinators

    Standardize photo and caption intake

    Less manual correction work

    Coordinators route student submissions through a structured intake flow for quicker page completion.

  • Digital workflow administrators

    Control access across roles

    Clear ownership and accountability

    Administrators limit editing permissions by role so adviser review stays authoritative.

Best for: Fits when schools need controlled yearbook production workflow in one web workspace.

Conclusion

After evaluating 10 yearbook software, Entourage Yearbooks 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
Entourage Yearbooks

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 Yearbook Software

How does Finalsite Yearbooks handle the adviser to editor workflow compared with Picaboo Yearbooks?
Finalsite Yearbooks uses adviser-led editing followed by editor review gates, then generates print-ready PDF output from spread-based layout rules. Picaboo Yearbooks ties adviser review and submission progress to role permissions so pages advance toward lock-in through a structured review flow.
What tradeoff appears when a team relies on deadline lock in PrestoYearbooks or Entourage Yearbooks?
PrestoYearbooks locks pages and submissions at defined milestones to keep the review round stable for separated adviser and editor roles. Entourage Yearbooks also applies deadline lock with staged review steps, which constrains late-stage layout edits after approval milestones.
Which platforms include an adviser-led page submission process that enforces controlled page state?
Balfour uses an adviser-led page submission workflow that keeps page state controlled across iterative review before print export. Picaboo Yearbooks also routes adviser review and submission actions through role-based permissions tied to page progress.
How does YearbookLife’s page submission portal differ from Mixbook’s browser-only layout workflow?
YearbookLife routes work through a page submission portal that assigns edits by staff assignment and keeps collaboration structured before final review. Mixbook focuses on browser-only yearbook page building in its web editor, with advisers composing and reviewing pages directly in the same shared workflow.
What breaks when a school expects wide third-party connectivity but uses School Annual instead?
School Annual emphasizes guided workflows for integration and automation rather than broad third-party connectivity. Teams that depend on heavy external system handoffs may find that School Annual’s automation surfaces mostly through its internal guided processes.
How do photo review workflows differ between Pictavo and Herff Jones?
Pictavo centers photo review and ranking as part of the photo-to-layout workflow so selection decisions connect to page production stages. Herff Jones focuses more on adviser-controlled editing and review gates tied to production readiness for yearbook spreads, with operational connectors feeding its yearbook workflow.
When should a team choose a template library approach like Entourage Yearbooks versus Canva’s reusable design styles?
Entourage Yearbooks enforces spread-level template library rules during print-ready PDF generation, which fits teams that need consistent spread layout behavior. Canva propagates reusable design styles across pages in its drag-and-drop editor, which supports faster visual composition but lacks a yearbook-specific production pipeline built around school publishing workflows.
How do role assignment controls in Varsity Letters compare with RBAC-style review controls in Finalsite Yearbooks?
Varsity Letters is built around governed adviser review plus print-ready publishing steps that tie approvals to yearbook production flow. Finalsite Yearbooks uses role-based editorial workflow for assigning editors and constraining actions through configuration settings that control deadlines and review steps.
Which tools support print-ready PDF export as the production endpoint and what is the common configuration impact?
Entourage Yearbooks and PrestoYearbooks both generate print-ready PDFs as the output endpoint from their web-based layout workflows. Pictavo also culminates in print-ready exports, and each platform’s configuration constrains production steps to match the chosen review and deadline process.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Yearbook Software

Yearbook software options diverge most on how tightly they control the yearbook workflow and output. We focus on yearbook export quality, because the same design can fail at print if color, margins, or PDF packaging don’t match your print path.

Print-ready PDF handling

Why it matters

Print-ready PDF handling determines whether your yearbook layouts survive across devices and print shops without broken fonts, wrong page sizing, or missing artwork. If your output is inconsistent, the rest of the workflow becomes rework.

How to check

On a demo, run a full export from a sample yearbook with multiple pages and embedded images. Ask whether the export preserves page order, includes all fonts/artwork, and can be set to your print shop’s required page size and bleed settings.

Color and trim configuration

Why it matters

Color and trim configuration matters because yearbooks often mix photos and flat graphics, and small margin mismatches can show up as cropping or washed output. You want controls that match how your print partner expects files.

How to check

Request a sample export that includes both photos and solid color elements. Confirm you can set or align bleed/trim requirements and that preview/export output matches a preflight or checklist your print shop provides.

Submission and change tracking

Why it matters

Submission and change tracking reduces the risk of “which file is correct” during page freezes. For yearbook production, you need a clear history of what changed and when.

How to check

In a demo, create a page, then make an update after a status change. Check whether the system records the changes, locks or gates the content at the right step, and lets an admin revert or compare versions.

Advisor and contributor roles

Why it matters

Role-based workflow controls who can draft, revise, and finalize pages without breaking the production pipeline. Good role handling prevents accidental edits to pages meant to be finalized.

How to check

Ask to see role behavior in the demo: a draft user edits one page, a reviewer makes a change, and a finalizer exports. Verify whether roles can be configured and whether restricted actions are blocked in the UI.

Bulk import and template updates

Why it matters

Bulk import and template updates save time when you refresh student rosters, sponsors, or page templates each cycle. Without batch tools, yearbook production turns into repetitive manual work.

How to check

Ask the demo team to import a sample set (like photos or names) and apply it across multiple pages. Confirm you can update templates or recurring page elements in bulk without redoing every page manually.

Audit log for production events

Why it matters

An audit log helps you trace production decisions when disputes happen—especially around exports, locking, and final changes. It also supports governance across classes or campuses using the same instance.

How to check

During the demo, request to view recent production events after an edit, lock, and export. Check whether you can filter by user, see timestamps, and export or download the audit trail for internal review.

Red flags

  • Exports succeed but the final files don’t match your print shop’s page size/trim expectations
  • Roles let people edit finalized pages, or lock steps are unclear
  • Change tracking is hard to follow or lacks a usable history of who changed what

Fit by situation

  • If you run frequent page freezes during production, prioritize Submission and change tracking.
  • If your print shop requires specific page sizing and bleed behavior, prioritize Color and trim configuration.
  • If multiple staff collaborate across campuses or classes, prioritize Advisor and contributor roles.
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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