Commissioned Research
Top 10 Best Leave Managment Software of 2026

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HR & Leadership

Top 10 Best Leave Managment Software of 2026

Compare leave managment software options like Workday HCM, Rippling, and Gusto, showing features and tradeoffs for HR and admins.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.

Read our full methodology →

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

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

Leave management tools matter because they define the data model for PTO accruals, time-off requests, and approval chains while controlling compliance across jurisdictions. This comparison helps HR teams and managers weigh workflow depth against integration fit, especially when systems must connect with payroll platforms and enforce role-based access and audit log requirements.

Gusto is the best overall choice for mid-size teams that want leave requests to stay traceable inside a payroll-centric HR flow because manager approval status is handled right in the workflow, while Rippling is a strong alternative for organizations that need time off tied to one unified employee record across HR and payroll data.

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

Gusto

Manager-facing leave requests with integrated status handling inside the payroll-centric HR workflow.

Best for: Fits when mid-size HR teams want leave requests tied to payroll workflows and manager approval tracking.

2

Rippling

Editor pick

Unified employee records trigger workflow actions across time-off approvals, payroll data, and connected workforce applications.

Best for: Fits when teams need HR, payroll, and time-off workflows linked to one employee record.

3

Workday HCM

Editor pick

Governed HR events keep leave eligibility, routing context, and downstream processing aligned with approved worker and organizational changes.

Best for: Fits when HR, payroll, and org design must share governed employee data for leave.

Comparison Table

1
GustoBest overall
SMB
9.1/10
Overall
2
mid-market
8.8/10
Overall
3
enterprise
8.6/10
Overall
4
8.3/10
Overall
5
mid-market
8.0/10
Overall
6
enterprise specialist
7.9/10
Overall
7
7.5/10
Overall
8
mid-market
7.2/10
Overall
9
SMB specialist
6.8/10
Overall
10
SMB specialist
6.7/10
Overall
#1

Gusto

SMB

Payroll and HR platform for small businesses with PTO policies, time-off requests, and accrual tracking.

9.1/10
Overall
Features9.1/10
Ease of Use9.0/10
Value9.2/10
Standout feature

Manager-facing leave requests with integrated status handling inside the payroll-centric HR workflow.

Gusto centers leave management inside its payroll and HR workflows, so managers manage requests without switching systems. The leave request approval chain and employee leave calendar help teams track time off and keep statuses consistent across HR tasks.

Gusto also ties leave outcomes into payroll processing through its HRIS integrations, reducing rework when absences affect pay. Access controls and admin configuration support organization-wide governance for leave settings and employee eligibility.

Pros
  • +Leave request approval chain keeps manager decisions and outcomes traceable
  • +Leave calendar and status updates reduce employee confusion during absences
  • +Payroll-connected HR workflows limit manual adjustments for affected pay
  • +Admin configuration supports organization-wide consistency for leave setup
Cons
  • –Advanced leave policy edge cases can require extra HR process discipline
  • –Absence coding depth may not match organizations needing granular absence codes
  • –Multi-jurisdiction compliance handling depends on the available configuration model
  • –Reporting on rare scenarios can require exporting and manual reconciliation
Use scenarios
  • Managers and HR administrators

    Review and approve employee time-off requests

    Consistent statuses across HR work

  • Employees managing time off

    Submit leave requests and track balances

    Faster, clearer request handling

Show 2 more scenarios
  • Small business payroll teams

    Coordinate absences with payroll processing

    Less rework for pay changes

    Leave outcomes feed into payroll processing to reduce pay correction work.

  • Payroll administrators

    Run regular pay runs despite absences

    More consistent payroll processing

    Recurring payroll workflows manage employee changes and pay statements alongside leave activity.

Best for: Fits when mid-size HR teams want leave requests tied to payroll workflows and manager approval tracking.

#2

Rippling

mid-market

Unified HR, IT, and finance platform with automated PTO policies and time-off approvals.

8.8/10
Overall
Features8.8/10
Ease of Use8.9/10
Value8.7/10
Standout feature

Unified employee records trigger workflow actions across time-off approvals, payroll data, and connected workforce applications.

Rippling combines time-off administration with its employee system of record, payroll data, and connected HR applications. Teams can configure approval rules, accrual schedules, employee eligibility, and calendar integrations from shared workforce data. Automated workflows reduce duplicate updates after managers approve an absence.

The tradeoff is that complex statutory leave cases may require more configuration than standard vacation and sick-time tracking. Rippling fits organizations already using its HR and payroll modules, especially when HR teams need approved absences to update related employee workflows.

Pros
  • +Connects time-off records with payroll and employee data
  • +Supports configurable accrual schedules and approval routing
  • +Automates cross-system actions through Rippling workflows
  • +Provides employee self-service requests and balance visibility
Cons
  • –Complex statutory leave cases may need specialist administration
  • –Broader HR configuration is required for maximum automation
  • –Shift replacement planning is not a central leave feature
  • –Leave analytics are less specialized than dedicated absence-management products
Use scenarios
  • HR operations teams

    Policy administration

    Consistent policy enforcement

  • Payroll administrators

    Payroll updates

    Fewer duplicate updates

Show 1 more scenario
  • Growing companies

    Cross-system leave workflows

    Synchronized employee actions

    Rippling connects approved absence events with selected HR and workforce applications.

Best for: Fits when teams need HR, payroll, and time-off workflows linked to one employee record.

#3

Workday HCM

enterprise

Workday HCM is an enterprise human capital management system with global payroll, compensation management, and workforce planning modules.

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

Governed HR events keep leave eligibility, routing context, and downstream processing aligned with approved worker and organizational changes.

Workday HCM supports leave management through leave request workflow configuration, employee and organizational eligibility alignment, and visibility into leave balances tied to worker records. Org design and reporting changes can be processed as governed HR events, so leave data stays consistent with approved organizational assignments. Automation and API-driven integrations help connect leave outcomes to HR operations and other systems without manual data reconciliation.

A key tradeoff is implementation complexity, because Workday leave administration depends on correct HR event mapping, eligibility setup, and integration alignment across the HR and payroll boundary. Workday fits usage situations where HR, payroll operations, and organization design need coordinated change control for the same employee and job data.

Pros
  • +Leave workflows tie to governed worker and job records
  • +Organization design changes can preserve reporting views used by leave routing
  • +Payroll and HR operations can coordinate time approvals to pay processing
Cons
  • –Requires disciplined configuration to keep leave eligibility and mappings consistent
  • –Absence processes are harder to implement than in standalone leave trackers
  • –Admin setup overhead increases with multi-workflow and multi-jurisdiction scenarios
Use scenarios
  • HR operations teams

    Coordinate leave with reporting structure changes

    Consistent reporting views for leave

  • Payroll and HR ops teams

    Send leave outcomes into payroll workflows

    Payroll teams use governed inputs

Show 2 more scenarios
  • Talent and compensation teams

    Link absence records to review cycles

    Connected workflows across HR processes

    Use connected employee and workforce records to coordinate structured performance and compensation workflows.

  • Workforce planning teams

    Govern position-driven staffing and leave context

    Traceable alignment to HR records

    Route leave and absence context through approvals tied to position, job, and staffing updates.

Best for: Fits when HR, payroll, and org design must share governed employee data for leave.

#4

BambooHR

SMB

SMB-focused HR platform with a built-in time-off tracking module for PTO requests and balances.

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

BambooHR connects employee self-service time-off requests, approvals, balances, and employee records in one HR workflow.

BambooHR fits organizations that want leave administration connected to employee profiles, reporting, onboarding, and other HR workflows. Employees submit requests from web or mobile interfaces, while managers review team absences and current balances. The leave balance dashboard gives HR staff a central view of available time and recorded usage.

Pros
  • +Employee self-service requests with manager approvals and visible remaining balances
  • +Custom time-off types and accrual rules support varied company policies
  • +Mobile access lets employees request and review time away remotely
  • +API and integrations connect employee records with payroll and scheduling systems
Cons
  • –Dedicated FMLA, ADA, and multi-jurisdiction case administration is limited
  • –Complex approval chains require workarounds beyond standard manager routing
  • –Advanced absence reporting may require exports or connected analytics tools
  • –Policy configuration needs careful governance across departments and locations
Use scenarios
  • HR managers

    Annual policy setup

    Consistent policy administration

  • Department managers

    Employee request approvals

    Faster manager decisions

Show 2 more scenarios
  • Distributed employees

    Mobile time-off requests

    Self-service absence tracking

    Employees submit requests and check balances from BambooHR's mobile experience.

  • Payroll administrators

    Payroll data handoff

    Cleaner payroll handoffs

    Administrators connect approved time-off data with payroll or workforce systems through integrations.

Best for: Fits when mid-size teams need leave tracking inside a broader HRIS.

#5

Paycom

mid-market

Payroll and HR technology with PTO management, time-off requests, and labor-law compliance tools.

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

Manager leave administration is tied to Paycom’s HR employee records so request outcomes reflect immediately in balances and employee status workflows.

Paycom manages leave requests end-to-end inside its HR workflow, including approvals, notifications, and record updates tied to employee profiles. It also supports PTO planning with configurable leave types and policy-driven balance handling for recurring absence rules.

Pros
  • +Leave requests route through approvals that update employee leave records consistently
  • +Role-based manager views keep balances and request status visible without separate tools
  • +Accrual handling follows configurable policies for recurring PTO and tenure rules
  • +HRIS-linked employee changes reduce mismatch between roster data and leave records
Cons
  • –Complex leave setups can require disciplined configuration across multiple leave types
  • –Concurrent or overlapping absence handling depends on how leave types are modeled
  • –Cross-system leave synchronization requires integration work for calendar and timesheet
  • –Absence code mapping needs careful alignment with payroll and attendance conventions
Use scenarios
  • HR administrators

    Correct leave approvals after policy changes

    Approvals reflect updated balances

  • Payroll accountants

    Reconcile leave-related adjustments for payroll

    Costs reconcile for posting

Show 2 more scenarios
  • Compliance and HR

    Manage leave outcomes with garnishment rules

    Withholding stays consistent

    Payroll and compliance teams handle recurring withholding needs alongside payroll changes driven by leave activity.

  • Payroll administrators

    Run payroll using HR leave records

    Payroll processes with correct data

    Payroll administrators calculate regular payroll from connected HR and time data that includes leave handling.

Best for: Fits when HR teams want leave administration integrated with existing HRIS workflows and manager views.

#6

E-days

enterprise specialist

Absence management software for tracking leave, sickness, and compliance across complex organizations.

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

Status-based leave request workflow that ties approval decisions to live leave balance views for each request.

E-days manages employee leave requests through an approval workflow and centralized leave balances. It supports leave type configuration and leave balance tracking so HR and managers can review availability while processing requests. E-days also targets HR operations with automations around status changes and documented leave rules through configurable policies.

Pros
  • +Request approval workflow keeps leave decisions traceable across roles
  • +Leave type configuration and balances reduce manual availability checks
  • +Status-driven automation cuts down on follow-up between HR and managers
  • +Centralized records make it easier to audit what happened during processing
Cons
  • –Policy complexity requires careful configuration discipline to match edge cases
  • –Integration depth depends on the specific HRIS and downstream processes in use
  • –Absence code mapping and advanced compliance workflows are limited by setup depth
  • –Reduced-schedule accommodation workflows need clear internal definitions
Use scenarios
  • Leave administrators and HR operations

    Process statutory and parental leave cases

    Repeatable handling of leave documents

  • HR administrators and managers

    Route annual leave approvals with balances

    Consistent decisions with fewer corrections

Show 2 more scenarios
  • HR operations and compliance teams

    Maintain auditable leave request histories

    More traceable leave administration

    Store decisions, documents, dates, and status changes together in case records for traceability.

  • Multi-region HR administrators

    Apply regional holiday calendars to leave

    Leave decisions aligned with local calendars

    Maintain location-based holiday behavior so leave reviews account for local non-working days.

Best for: Fits when HR teams need configurable leave processing and consistent manager approvals without heavy customization work.

#7

Sage HR

SMB

HR software from Sage with leave management, shift scheduling, and absence analytics.

7.5/10
Overall
Features7.5/10
Ease of Use7.6/10
Value7.4/10
Standout feature

Leave handling stays anchored to Sage HR HR records, so balances and approvals remain consistent with employee data during payroll handoff.

Sage HR differentiates leave tracking by rooting requests and balances inside an established HR system built around HR data ownership. It covers leave request approval chains, employee leave balance visibility, and absence-to-payroll handoff through HRIS and payroll integration points.

Pros
  • +Approval workflows map cleanly to typical manager and HR review roles.
  • +Leave balance dashboard keeps managers aligned during planning cycles.
  • +HRIS integration supports downstream payroll export workflows.
  • +Leave type configuration supports consistent absence code mapping across requests.
Cons
  • –Complex leave policies require careful governance to avoid inconsistent outcomes.
  • –Concurrent leave tracking needs additional process discipline for overlapping requests.
  • –Leave year definition changes can create rework during year transitions.
  • –Leave certification tracking coverage is limited when advanced documentation workflows are required.
Use scenarios
  • HR teams and line managers

    Approve leave with shared availability visibility

    Clear coverage planning records

  • HR administrators and hiring managers

    Coordinate leave tied to onboarding updates

    Repeatable onboarding completion status

Show 2 more scenarios
  • HR operations teams

    Route standard leave requests with rules

    Fewer ad hoc requests

    Operations teams can define intake and approvals using leave types, eligibility gates, and business rules.

  • Workforce managers and HR operations

    Plan staffing alongside working time tracking

    Coordinated schedule and records

    Operations can organize shift coverage and track working time across leave, shift-based, and salaried staff.

Best for: Fits when HR teams want leave workflows inside a broader HR system with integration to HRIS and payroll.

#8

Namely

mid-market

Mid-market HR platform with PTO tracking, time-off requests, and payroll integration.

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

Unified employee profiles connect time-off records with Namely payroll, benefits, documents, and HR workflows.

Namely places leave requests, approvals, balances, employee records, and related documents inside the same HR environment. HR teams can manage policy rules, assign approvers, and give employees self-service access without maintaining separate absence records.

Pros
  • +Time-off requests connect with employee records and approval workflows
  • +Employee self-service reduces administrative handling of routine absences
  • +Payroll and benefits data share a common HR record
  • +Configurable policies support different teams and eligibility rules
Cons
  • –Complex statutory leave cases may require manual administration
  • –Specialized intermittent leave tracking is less clearly covered
  • –Advanced scheduling and replacement coordination are not core features
  • –Broader HR scope can add unnecessary administration for leave-only buyers
Use scenarios
  • Mid-size HR departments

    Centralized employee absence administration

    Fewer duplicate records

  • Distributed team managers

    Self-service leave approvals

    Faster manager decisions

Show 1 more scenario
  • Payroll administrators

    Approved absence coordination

    Cleaner payroll inputs

    Payroll staff reference approved time off within the same employee data environment used for payroll processing.

Best for: Fits when mid-size teams need leave workflows connected to payroll, benefits, and employee records.

#9

WhosOffice

SMB specialist

Leave and absence management tool with shared team calendars and customizable approval chains.

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

End-to-end leave request workflow with built-in manager approvals and status-driven notifications, tied to configurable leave types.

WhosOffice is a leave management system for organizations that want employee self-service plus manager approval workflows in one request flow. Leave types, calendars, and balances can be configured to match internal leave year rules and day counting, then reviewed in a leave balance dashboard.

Pros
  • +Manager approval chain runs inside the leave request workflow
  • +Leave balances are visible in an employee dashboard view
  • +Leave type configuration supports different request and day-count behaviors
  • +Admin tools include policy and workflow configuration for leave processing
Cons
  • –Accrual policy complexity is limited compared with dedicated accrual engines
  • –API depth for HRIS synchronization is not exposed enough for advanced automation
  • –Complex multi-jurisdiction leave compliance requires careful manual setup
  • –Reporting relies more on exports than queryable operational analytics
Use scenarios
  • HR operations teams

    Run leave requests with approval routing

    Fewer manual approvals

  • People managers

    Approve team leave in one workflow

    Faster leave decisions

Show 2 more scenarios
  • Payroll administrators

    Export leave balances for payroll

    Accurate leave accounting

    HR can export leave data from the balance dashboard for payroll calculations and reporting.

  • Mid-market HR teams

    Align leave year calendars and counting

    Consistent balance tracking

    Admins configure leave types, calendars, and day counting to follow internal leave year rules.

Best for: Fits when mid-size HR teams need configurable leave requests and approvals without heavy HRIS build work.

#10

Timetastic

SMB specialist

Dedicated leave management application for tracking time off requests, approvals, and team availability.

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

Leave configuration drives the same rules across approvals and balance updates, reducing mismatched spreadsheets during audits.

Timetastic is a UK-focused leave management system built around employee self-service requests and manager approvals.

Pros
  • +Manager approval flow supports clear status tracking per request
  • +Leave balances update from configured leave types and policies
  • +Calendar-style absence views reduce missed or conflicting coverage
  • +Admin screens keep leave configuration in one place for daily operations
Cons
  • –HRIS and payroll integration depth is limited for complex setups
  • –Multi-jurisdiction compliance needs manual process checks for edge cases
  • –Accrual true-up and proration require careful governance by admins
Use scenarios
  • Operations teams in small firms

    Centralize routine leave requests and approvals

    Reduced email and spreadsheet coordination

  • HR and people operations admins

    Configure leave types and policy rules

    More consistent leave handling

Show 2 more scenarios
  • Line managers and HR admins

    Review employee time off requests

    Clear submission to approval path

    Employees submit requests and managers approve through one workflow that standardizes decisions.

  • HR and payroll support staff

    Export absence data for payroll

    Less manual payroll data entry

    Leave reports provide absence information for payroll processing without manual rekeying.

Best for: Fits when HR teams need straightforward approvals and leave balances with low operational overhead.

Conclusion

After evaluating 10 leave managment software, Gusto 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
Gusto

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 Leave Managment Software

How do Rippling and Workday connect leave requests to payroll execution without manual rekeying?
Rippling links time-off requests to employee records and payroll so approvals and outcomes propagate through connected workforce applications. Workday anchors absence processing inside the shared HRIS core so leave request outcomes feed workflow orchestration and downstream balance handling without separate shadow workflows.
When should an HR team pick BambooHR over Namely for leave tracking and approval workflows?
BambooHR fits teams that want leave tracking inside a broader employee records system with employee self-service, manager approvals, and custom time-off categories. Namely fits teams that need leave administration connected to payroll, benefits, employee records, and HR workflows through a unified system.
Which tool handles leave configuration once and reuses the same rules across approvals, balances, and reporting?
Timetastic drives leave configuration through leave types, absence codes, and policies that determine eligibility and balance updates. That configuration then applies consistently across approval routing, leave balance visibility, and reporting artifacts, reducing mismatched spreadsheets.
What breaks if a leave management workflow cannot tie status changes to live leave balance views?
In E-days, status-based workflow is tied to centralized leave balance views so managers and HR can see availability while processing requests. In systems that separate request approvals from balance updates, approvals can succeed while balances lag, creating late corrections during HR operations.
How do WhosOffice and Gusto differ in the way managers receive leave request updates?
WhosOffice centers end-to-end leave requests with built-in manager approvals and status-driven notifications tied to configurable leave types and calendar-facing tracking. Gusto focuses on manager-facing requests inside its payroll-centric HR workflow so request statuses stay consistent across HR tasks and payroll-linked processing.
How do Namely and Sage HR handle handoffs from approved absence records into payroll and related HR processes?
Namely reduces duplicate updates by using shared employee data so approved time off updates payroll, benefits, and HR workflows from one record system. Sage HR keeps leave handling anchored to Sage HR HR records so balances and approvals remain consistent during absence-to-payroll handoff and related integration points.
What is the integration and API expectation for teams evaluating Rippling versus BambooHR?
Rippling is built to connect time-off, employee records, payroll, and workforce applications through automation across connected systems. BambooHR supports API and integration options for connecting time-off data with payroll, scheduling, and workforce systems, which matters when the leave data model must map to existing HR and scheduling workflows.
How do data migration approaches differ when moving from spreadsheets into Workday compared with Paycom?
Workday supports enterprise-grade governance for distributing leave data to downstream systems while maintaining consistent balances across organizations. Paycom updates leave requests end-to-end inside its HR workflow so migrated employee profiles and leave outcomes reflect immediately in balances and manager views, which reduces reconciliation steps after go-live.
When a team needs manager role-based screens for leave analytics, which product provides that directly?
Paycom exposes manager leave analytics and balances through role-scoped screens inside its HR experience. Workday also provides role-based administration for managers, HR administrators, and case owners, but the user experience is embedded in the broader enterprise HR workflow.
Where does WhosOffice fall short compared with Workday for governance-heavy organizations?
WhosOffice offers configurable leave requests, approvals, and exportable data for downstream HR and payroll processing, which fits many mid-size workflows. Workday is designed for governance-heavy leave workflows integrated with HR records and downstream systems, so organizations with complex audit and case handling typically prefer Workday’s shared HRIS core.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Leave Managment Software

We look for how well leave managment software matches your policies to real requests and approvals. The difference shows up most in Leave type configuration and Automation and API surface, not in marketing screens.

Leave type configuration depth

Why it matters

Leave type configuration depth determines whether your real leave rules can be represented without workarounds. It also affects how accurately employees see what applies to them.

How to check

In the demo, set up two or three leave types (for example, paid and unpaid) with different rules and confirm the system’s forms and outcomes change accordingly. Ask how the tool handles rule changes after requests are already submitted.

Request and approval workflow control

Why it matters

Request and approval workflow control matters when approvals must follow your internal steps and audit trail expectations. Weak control leads to inconsistent decisions across managers and departments.

How to check

Create one leave request scenario that needs approval and one that should not. Check whether you can control steps, reassignment, and what gets recorded at each decision point.

Accurate balance and carryover logic

Why it matters

Accurate balance and carryover logic is what employees trust when planning time off. It also reduces later corrections by HR when policies include different carryover behaviors.

How to check

Use a sample policy with changing amounts and carry rules, then review balances before and after a request. Ask what happens when dates fall outside the leave year and whether corrections are auditable.

Audit log and HR reporting clarity

Why it matters

Audit log and HR reporting clarity helps HR explain decisions and resolve disputes. Clear reporting also makes policy review and oversight practical during the year.

How to check

Request an example audit trail for an approved and a denied request, including who changed what and when. Then pull a report for a date range and verify the fields match what HR needs for oversight.

Automation and API surface

Why it matters

Automation and API surface determines how much of the process can connect to your existing HR steps and data flows. When the API is real, you can reduce manual re-entry and keep approvals timely.

How to check

Ask for an integration walkthrough using documented endpoints or webhooks and try a small automation on the demo data. Verify whether the system supports testing in a sandbox-like environment and how changes are deployed.

Red flags

  • Leave type configuration depth is limited to one-size-fits-all rules
  • Request and approval workflow changes don’t show an auditable trail
  • Balance and carryover logic produces different numbers than your policy

Fit by situation

  • If your company has multiple leave types with different rules, prioritize Leave type configuration depth.
  • If managers must follow specific approval steps, prioritize Request and approval workflow control.
  • If you rely on outside systems for employee data and want less manual entry, prioritize Automation and API surface.
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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