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Top 10 Best Schooling Software of 2026

GITNUXSOFTWARE REVIEW

Education Learning

Top 10 Best Schooling Software of 2026

Compare top schooling software options for schools and districts, covering key features and fit to shortlist tools like Infinite Campus, Fedena, and Classter.

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

Schooling software runs the data model behind student information, learning records, enrollment workflows, and family communication, so system design choices affect daily operations and reporting. This comparison helps school and district teams weigh integrated platforms against specialized systems for throughput, integration depth, and control over RBAC, audit logs, and data provisioning through defined schemas.

Infinite Campus is the best pick for districts that want an SIS backbone with deep, controlled workflows because its campus data integration and API support automate roster and grade exchanges with mapped fields, while Fedena fits smaller schools needing streamlined attendance, exam management, and report card generation tied to academic terms.

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

Infinite Campus

Campus Data Integration and API tools for roster and grade exchange let districts automate cross-system updates with controlled field mappings.

Best for: Fits when districts need an SIS core with deep workflow control and a documented integration API.

2

Fedena

Editor pick

Report card generation ties exam outcomes to scheduled academic terms with configurable templates.

Best for: Fits when a school needs one system for attendance, marks, and report cards.

3

Classter

Editor pick

Teacher-grade passback workflows keep assessment updates consistent across class sections and reporting periods.

Best for: Fits when mid-size districts need daily classroom workflows with controlled admin access and sync.

Comparison Table

1
Infinite CampusBest overall
enterprise
9.3/10
Overall
2
8.7/10
Overall
3
8.6/10
Overall
4
vertical specialist
8.4/10
Overall
5
enterprise
8.1/10
Overall
6
enterprise
7.8/10
Overall
7
7.6/10
Overall
8
7.2/10
Overall
9
vertical specialist
6.9/10
Overall
10
vertical specialist
6.5/10
Overall
#1

Infinite Campus

enterprise

Student information and school administration software for districts, schools, teachers, parents, and students.

9.3/10
Overall
Features9.3/10
Ease of Use9.1/10
Value9.5/10
Standout feature

Campus Data Integration and API tools for roster and grade exchange let districts automate cross-system updates with controlled field mappings.

Infinite Campus manages student information workflows end to end, from core records to daily attendance and gradebook operations. Its integration surface supports district and vendor connections through published API endpoints plus common roster and grade exchange patterns.

Administrators can configure processes for enrollment changes, course and schedule structures, and standards-based reporting for report cards and transcripts. Role-based access and audit-oriented administration help districts govern day-to-day edits across schools and departments.

Pros
  • +Strong SIS workflow coverage for attendance, grading, and reporting
  • +Integration API supports roster and grade exchange patterns
  • +Configurable workflows for enrollment changes and reporting cycles
  • +Role-based access controls support district governance across schools
Cons
  • –Complex configuration can slow onboarding for new district teams
  • –Reporting setups can require admin tuning to match local standards
  • –LMS-SIS integration needs careful mapping for grade passback
  • –Some scheduling workflows feel less intuitive than grading workflows
Use scenarios
  • Families and school communications teams

    View grades and attendance updates

    Common student information view

  • Teachers and academic administrators

    Run points or standards gradebooks

    Grades tied to reporting cycles

Show 2 more scenarios
  • District registrars and student data administrators

    Validate enrollment and student records

    Consistent records across processes

    Registrars coordinate enrollment and record workflows using district-defined requirements and validation rules.

  • School schedulers and district academic teams

    Publish schedules from rosters

    Aligned schedules for students

    Schedulers build and update course schedules using enrollment context and identify scheduling conflicts.

Best for: Fits when districts need an SIS core with deep workflow control and a documented integration API.

#2

Fedena

SMB

School ERP software for student records, fees, transport, examinations, and communication.

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

Report card generation ties exam outcomes to scheduled academic terms with configurable templates.

Fedena’s core strength is keeping attendance, grading, and assessment reporting within a single operational workflow instead of splitting them across separate tools. Exam management supports defined terms and grading periods, while report card generation uses configuration to produce consistent output across classes. Parent and student views help reduce manual status checks for common items like attendance summaries and marks.

A tradeoff appears in deep district-wide governance when requirements demand granular audit trails, complex RBAC patterns, and heavy customization without vendor support. Fedena fits best for schools that want one administrative system to run daily attendance and grade workflows and then generate reports for families and staff.

Pros
  • +Single workflow links attendance, grading, and report card production
  • +Exam management keeps grading periods organized for consistent reporting
  • +Configurable academic outputs reduce repetitive manual formatting
  • +Role-scoped guardian views cut routine inquiries
Cons
  • –District governance can require disciplined permissions configuration
  • –Advanced integrations may depend on external connectors or custom work
  • –Large-scale customization can increase operational overhead
Use scenarios
  • School admins

    Run end-of-term reporting cycles

    Fewer manual report edits

  • Teachers

    Manage marks via exam workflows

    Faster grade passback

Show 2 more scenarios
  • Attendance coordinators

    Track attendance by class period

    Cleaner attendance reporting

    Attendance records connect to student enrollment so that summaries stay aligned with schedules.

  • Family support teams

    Reduce status checks from parents

    Lower routine helpdesk volume

    Guardian views provide access to attendance and marks without staff sending repeated updates.

Best for: Fits when a school needs one system for attendance, marks, and report cards.

#3

Classter

SMB

All-in-one school management system with SIS, LMS, finance, admissions, and scheduling modules.

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

Teacher-grade passback workflows keep assessment updates consistent across class sections and reporting periods.

Classter fits districts that want classroom-facing tools and back-office administration in a single workflow, instead of stitching everything from separate systems. The grade and attendance workflows are built for frequent updates rather than periodic exports, and staff roles determine what teachers can enter versus what administrators can configure. Integration depth is strongest around roster and user synchronization plus LMS handoffs, which reduces operational overhead when classes change.

A tradeoff is that districts seeking full student information system depth for every edge case may find gaps in specialized compliance workflows compared with heavier SIS suites. Classter works best when grade passback and parent visibility need to be current, like during grading cycles and intervention check-ins where staff update multiple times per week.

Pros
  • +Attendance and grade workflows support frequent teacher updates
  • +Role-based permissions align teacher entry with admin configuration
  • +Roster and class synchronization reduces manual re-keying
  • +Parent-facing communication supports routine status sharing
Cons
  • –Advanced reporting and compliance workflows may require extra processes
  • –District-wide governance can need careful configuration of roles and structures
  • –Some complex scheduling and grading edge cases may be limited
  • –Integration coverage depends on compatible upstream data setup
Use scenarios
  • K-12 principals and admin teams

    Monitor attendance and progress

    Faster checks between staff teams

  • Teachers and instructional leaders

    Update grades and communications

    Less time spent on follow-ups

Show 2 more scenarios
  • District integration teams

    Sync classes and users

    Fewer manual corrections

    Operations staff use roster and class synchronization patterns to keep student enrollment changes aligned across systems.

  • Learning program coordinators

    Track intervention cycles

    More consistent follow-through

    Program coordinators coordinate progress updates tied to ongoing academic cycles and student status visibility.

Best for: Fits when mid-size districts need daily classroom workflows with controlled admin access and sync.

#4

Finalsite

vertical specialist

School-focused platform for websites, communications, enrollment, and community engagement.

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

District-wide editorial governance with reusable templates that enforce consistent publishing across many schools.

Finalsite centers on a district web experience with controlled publishing flows, including role-based authoring, review steps, and approvals that help maintain consistency across many schools. Structured page components and reusable templates reduce manual layout work for recurring pages like events, announcements, and department news. Integration pathways support pulling external data into site surfaces without forcing staff to re-key content.

Pros
  • +Editorial governance with multi-step review workflows for school sites
  • +Reusable templates and structured components reduce page build variability
  • +Integration-ready content surfaces for directories, calendars, and announcements
  • +Central configuration supports consistent district branding across schools
Cons
  • –Not designed for gradebook, attendance, or core SIS workflows
  • –Complexity increases when districts require deep customization across templates
Use scenarios
  • District communications teams

    Run approvals for school web updates

    Fewer inconsistent pages

  • School administrators

    Publish events and announcements quickly

    Faster content turnaround

Show 2 more scenarios
  • Technology integration staff

    Ingest external directory and calendar data

    Lower content maintenance

    Data feeds populate site surfaces so staff avoid manual re-keying and stale listings.

  • District web governance

    Apply district branding rules at scale

    Consistent district identity

    Central configuration constrains layout and design choices while letting schools publish locally.

Best for: Fits when districts need controlled web publishing workflows tied to external content feeds.

#5

PowerSchool

enterprise

K-12 school operations platform with student information, learning, enrollment, and communication tools.

8.1/10
Overall
Features8.1/10
Ease of Use8.2/10
Value8.0/10
Standout feature

PowerSchool’s grade and reporting workflows connect teacher updates to downstream parent access and export-ready outputs.

PowerSchool supports district-scale student information system workflows with gradebook, attendance tracking, and reporting that feed common school operations. The core distinction is how PowerSchool handles configuration and data exchange for rostering, grade passback, and parent-facing access as part of day-to-day administration.

Pros
  • +Strong gradebook and attendance workflows aligned to district operations
  • +Rostering and scheduling data can be exchanged for downstream systems
  • +Reporting covers common report card and transcript style requirements
  • +Administrative configuration supports role-based access and operational governance
Cons
  • –Complex district configuration can increase implementation and change-management load
  • –Some workflow automation requires careful sequencing of roster and grade updates
  • –Extensibility and custom integrations depend on the selected integration path
  • –UI navigation differs across modules, which can slow cross-functional adoption
Use scenarios
  • District finance and operations teams

    Plan and track budget changes

    Traceable budget monitoring

  • District administrators and registrars

    Centralize student records and schedules

    Shared data backbone

Show 2 more scenarios
  • Schedulers, registrars, and academic administrators

    Update course and section rosters

    Roaster changes flow downstream

    Teams organize timetables and course registration so roster and schedule changes feed grading and reporting.

  • Admissions, enrollment, and registrar teams

    Move applicants into student operations

    Less duplicate data entry

    Admissions routes decisions and communications with families so outcomes transfer into student record workflows.

Best for: Fits when districts need a mature student records workflow with integration-ready rostering and reporting controls.

#6

Skyward

enterprise

K-12 administrative software for student management, finance, HR, and family access.

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

Teacher grade passback flows directly into report card generation using the same grading configuration.

Skyward ties district administration workflows to classroom records with a tightly integrated student information system experience. Scheduling, gradebook functions, and parent-facing views run from shared identity and student enrollment data to reduce passback friction between offices and teachers.

Pros
  • +Integrated scheduling, grading, and reporting work off shared student records
  • +Teacher grade passback supports structured classroom workflow within the same SIS
  • +Grade export supports predictable downstream reporting to connected systems
  • +Parent-facing access uses district enrollment and status from a single source
Cons
  • –Complex configuration can slow initial onboarding for larger deployment scopes
  • –Automation depends on district configuration depth for each grading and reporting path
Use scenarios
  • District data, reporting, and compliance staff

    Produce configured district exports

    Repeatable district reporting

  • Instructional leaders, counselors, and intervention teams

    Review multi-term academic trends

    Trend views for interventions

Show 2 more scenarios
  • Teachers, attendance staff, and school administrators

    Capture attendance by period and calendar

    Consistent daily attendance records

    Users capture and validate attendance using class, period, calendar, and bell schedule context.

  • Schools, students, and guardians

    Share grades, schedules, and progress

    Improved academic record visibility

    Portals provide selected access to grades, schedules, attendance, and progress for daily academic visibility.

Best for: Fits when a district wants one SIS backbone for scheduling, grades, and parent views without fragmented workflows.

#7

Jupiter

SMB

School and classroom platform with SIS, gradebook, LMS, messaging, and analytics features.

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

Teacher grade passback workflows that enforce district rules during grade entry and publication steps.

Jupiter provides school-oriented schooling workflows for rostering, attendance capture, and grading workflows with teacher and admin roles. It emphasizes configuration for district processes like report card generation and grade passback, rather than only surfacing dashboards.

Pros
  • +Workflow-driven grade and attendance processes for daily operations
  • +Role-based admin controls for district configuration boundaries
  • +Student and course roster handling supports school scheduling workflows
  • +Integrations fit common school identity and roster exchange patterns
Cons
  • –Limited extensibility compared with districts that need custom app logic
  • –Automation depth depends heavily on how workflows are pre-configured
  • –Reporting customization requires deliberate setup discipline
  • –Complex integrations can increase support and governance overhead
Use scenarios
  • Schools and parents or guardians

    Publish permission-based student updates

    Direct visibility into records

  • Teachers, registrars, and school administrators

    Run report card production

    More consistent narrative feedback

Show 2 more scenarios
  • Registrars and district administrators

    Produce transcripts from course and grades

    Academic records from maintained data

    Registrars generate transcripts using configured course and grade information tied to maintained classroom data.

  • Teachers and instructional leaders

    Grade learning targets by standards

    Competency-focused progress reporting

    Teachers enter scores by standards or learning targets and apply category rules for reporting.

Best for: Fits when districts need structured attendance and grading workflows with controlled admin configuration.

#8

OpenEduCat

SMB

Education management platform for admissions, attendance, timetable, fees, exams, and campus operations.

7.2/10
Overall
Features7.2/10
Ease of Use7.3/10
Value7.1/10
Standout feature

Configurable school workflow modules with open-source extensibility for tailoring grade and attendance processing rules.

OpenEduCat is an open-source schooling software suite built for school operations that combine student administration and instruction workflows. It covers core student information functions like student records, attendance, scheduling artifacts, gradebook-style grading, and reporting hooks for school documentation.

Pros
  • +Open-source codebase supports deeper customization of school workflows
  • +Role-driven staff and parent experiences reduce manual data handling
  • +Supports institution-wide attendance and grading workflows for reporting cycles
  • +Integration options include interoperability patterns for identity and learning tools
Cons
  • –Admin setup and ongoing configuration require technical governance
  • –Advanced district-grade workflows can take effort to match local processes
  • –Integration depth varies by target system and may need custom wiring
  • –User experience for day-to-day entry can feel heavier than some commercial SIS tools
Use scenarios
  • Registrars, academic planners, and department administrators

    Define terms and publish calendars

    Coordinated schedules with fewer steps

  • Teachers, students, parents, and school administrators

    Provide role-based portal access

    Role-appropriate shared access

Show 2 more scenarios
  • Education IT teams and systems administrators

    Sync identity and roster systems

    Less duplicated administrative data

    IT teams use APIs, imports, and integration points to connect external identity, roster, and campus systems.

  • Schools, districts, and registrar teams

    Centralize student and faculty records

    More consistent shared records

    Teams maintain student, class, faculty, and academic information for ongoing school administration.

Best for: Fits when districts need adaptable student administration plus instruction workflows with internal configuration capacity.

#9

TUIO

vertical specialist

Childcare and school management software for enrollment, billing, communication, and parent engagement.

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

Standards-aligned learning objects tied directly into classroom assignment and student activity workflows.

TUIO targets classroom delivery and teacher-led learning activities with a browser-first experience and student and parent access views.

Pros
  • +Standards-aligned learning content helps structure lesson planning and assignments
  • +Teacher workflows keep assignment creation and student activity delivery in one place
  • +API-based integrations support roster and grade passback scenarios for partner systems
  • +Browser-first experience reduces device friction for classroom use
Cons
  • –Limited SIS depth compared with full district student information system products
  • –Grade capture and reporting need workflow discipline to match district reporting expectations
  • –Automation relies more on integration configuration than native district admin controls
  • –Rostering coverage can be narrower than systems built for large-scale district sync
Use scenarios
  • Childcare staff and center administrators

    Record sign-in and authorized pickup

    Pickup activity linked to attendance

  • Preschool teachers and care teams

    Post updates and routine documents

    Consistent family updates

Show 2 more scenarios
  • Childcare center directors and staff

    Manage enrollment and classroom operations

    Organized daily center activity

    Directors manage enrollment, classroom records, attendance, and operational reporting around child and classroom records.

  • School administrators and finance teams

    Administer recurring tuition and fees

    Clear student-level billing records

    Administrators configure recurring schedules, generate student charges, and track collections by billing period.

Best for: Fits when schools need learning content delivery and teacher assignment workflows with lighter SIS expectations.

#10

FACTS School Management

vertical specialist

School management suite for admissions, SIS, tuition, accounting, and family communication.

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

Campus-specific scheduling and reporting configurations let admins standardize structures across terms.

FACTS School Management targets K-12 and private school workflows with a student information system style data core that supports enrollment, records, and day-to-day operations. The product combines gradebook and attendance-style functions with scheduling and reporting workflows used by school admins and teachers.

Pros
  • +Student and enrollment records align with daily attendance and grade workflows
  • +Scheduling and reporting tools reduce manual data exports for common school tasks
  • +Role-based access supports campus and staff workflow separation
  • +Portal-based parent communication can centralize routine student updates
Cons
  • –District-wide integrations can require more planning than smaller deployments
  • –Some workflows depend on careful setup of fields, calendars, and reporting templates
  • –Advanced automation requires configuration effort that can outlast initial rollout
  • –Workflow customization depth can be limited compared with tools that expose public APIs
Use scenarios
  • School business offices

    Manage recurring tuition and incidental billing

    Centralized charge handling

  • Multi-site school system administrators

    Standardize forms and permissions across campuses

    Consistent cross-campus processes

Show 2 more scenarios
  • Admissions offices and registrars

    Track applicant decisions into enrollment

    More consistent application flow

    Admissions manage applicant statuses and enrollment transitions so work moves continuously into student records.

  • Schools, teachers, and families

    Send portal-based communication tied to records

    More organized record-linked communication

    Portals and communication logs share routine student updates between schools, teachers, and families.

Best for: Fits when schools need an integrated student records, scheduling, and reporting workflow with controlled staff access.

Conclusion

After evaluating 10 schooling software, Infinite Campus 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
Infinite Campus

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 Schooling Software

How do PowerSchool and Infinite Campus handle rostering data exchange with external systems?
PowerSchool supports interoperability patterns like OneRoster plus SIS-related services used for LMS-SIS integration. Infinite Campus provides published API endpoints and uses roster and grade exchange patterns with controlled field mappings for automating cross-system updates.
Which tool is better for automating teacher passback into official report outputs?
Skyward routes teacher grade passback flows directly into report card generation using the same grading configuration. Fedena also ties exam outcomes to scheduled academic terms during report card generation with configurable templates.
How does Clever-compatible SSO fit into district identity workflows for classroom and grading data?
PowerSchool supports integration-ready rostering and parent-facing access that typically aligns with external identity and portal flows. Infinite Campus adds audit-oriented administration and a documented integration API surface that supports district and vendor connections tied to user provisioning.
What data-migration work differs between migrating into OpenEduCat versus PowerSchool?
OpenEduCat is designed for teams that manage configuration and workflows internally, so migrations typically include aligning school workflow modules for grade and attendance processing rules. PowerSchool is built around district-scale student records workflows where migrations focus on mapping rostering, grade passback, and parent-facing access to its established configuration and data exchange paths.
How do Fedena and Classter support attendance tracking tied to enrollment and class structure?
Fedena ties attendance tracking to class and student enrollment so attendance reflects enrollment context in the same operational flow. Classter captures attendance in day-to-day classroom workflows and links it to gradebook workflows and reporting routines without a district-only setup model.
What admin controls and governance features differ between Infinite Campus and FACTS School Management?
Infinite Campus provides role-based access plus audit-oriented administration for governing edits across schools and departments. FACTS School Management focuses admin configuration around campuses and user roles so multi-school operations can standardize operational controls for staff access.
When districts need report card generation tied to assessments or exams, how do Fedena and Jupiter compare?
Fedena supports exam management and generates report cards from exam outcomes with configurable templates tied to academic terms. Jupiter emphasizes structured workflow steps where teacher grade passback enforces district rules during grade entry and publication steps that drive report card output.
What breaks first if grade passback workflows are not configured consistently across sections in Jupiter versus Classter?
In Jupiter, inconsistent configuration disrupts enforcement of district rules during grade entry and publication steps, which can misalign downstream report card generation. In Classter, the teacher-grade passback workflow is designed to keep assessment updates consistent across class sections, so broken setup typically creates gaps between assessment capture and reporting periods.
Which product is better when schooling communications require editorial workflow controls rather than core student-record workflows?
Finalsite centers on CMS publishing and district-wide editorial governance with reusable templates and structured components. PowerSchool, Infinite Campus, and Skyward are built around student information workflows where parent access and reporting output run from the student records and grading configuration.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Schooling Software

We separate schooling software by how it handles day-to-day data flow: whether it keeps student records consistent, supports staff workflows, and reports what schools need. Pay closest attention to integration depth and automation and API surface, because those decide how much manual work stays after setup.

Student data consistency across staff

Why it matters

With student data consistency across staff, fewer records drift between classes and reports. It also reduces the time spent reconciling differences when multiple people update information.

How to check

In the demo, pick one student and open the same student view as a teacher and as an admin. Ask whether changes show up immediately in class summaries and school-wide reports without re-entry.

Roster and enrollment update workflow

Why it matters

Roster and enrollment update workflow matters because schooling schedules change and updates must be reliable. If updates are manual or fragile, attendance, assignments, and reporting will lag.

How to check

Request a sample roster update (add, remove, transfer) and watch what happens to classes, schedules, and any student-linked activities. Ask what the system does when a staff member views the roster during an in-progress update.

Assessment-to-reporting traceability

Why it matters

Assessment-to-reporting traceability lets schools explain how outcomes connect to what students did. When traceability is weak, reporting becomes hard to audit and fix.

How to check

Choose an example assignment and then find its downstream appearance in a report for a selected student. Ask whether you can filter by period/class and see which entries contribute to the final display.

Attendance and event handling

Why it matters

Attendance and event handling impacts operational accuracy for daily decisions and later reporting. Good handling reduces rework when events are corrected after the fact.

How to check

During the demo, enter a few attendance events, then submit a correction and verify how the timeline updates. Ask whether corrections keep an audit trail and whether reports use the corrected values.

Automation and API surface coverage

Why it matters

Automation and API surface coverage determines how much schooling staff and admins can reduce manual copying. When automation is broad, systems can share data changes rather than rebuild them.

How to check

Ask for documentation and a working example for pulling and pushing common records (student profiles, rosters, assessment entries). Request to see how changes propagate in a controlled test or sandbox environment.

Admin governance and RBAC controls

Why it matters

Admin governance and RBAC controls help schools limit who can change what, and when. Clear roles also make it easier to investigate mistakes after the fact.

How to check

In the demo, switch between two roles (for example, a teacher role and an admin role) and verify which screens and actions are available. Ask how permissions apply to roster changes, record edits, and exporting reports.

Red flags

  • Edits made by one role do not update the same student data elsewhere
  • Roster changes break classes or force re-entry across multiple screens
  • Reports show outcomes without a clear link to the underlying inputs

Fit by situation

  • If you run frequent schedule changes and need reliable updates, prioritize roster and enrollment update workflow.
  • If multiple staff touch student records and you need accountability, prioritize admin governance and RBAC controls.
  • If you must correct attendance and assessments after submission, prioritize attendance and event handling.
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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