Commissioned Research
Top 10 Best IT Manager Software of 2026

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Business Process Outsourcing

Top 10 Best IT Manager Software of 2026

Compare it manager software options with practical tradeoffs for IT support leaders, including Jira Service Management and Atera.

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

IT manager software matters because it governs incident and request workflows, ties them to an asset and configuration data model, and enforces RBAC with audit logs across teams. This comparison helps technical evaluators weigh ITSM depth, integration and API extensibility, and operations throughput against help desk simplicity and RMM coverage.

ManageEngine ServiceDesk Plus is the best choice for mid-size IT teams that need configurable ticket workflows tied to assets and SLA governance because its workflow engine drives approvals and state transitions across incident, request, and problem lifecycles, while Atera fits centralized endpoint ops teams since its agent-based discovery continuously refreshes endpoint and software inventory for technician execution.

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

ManageEngine ServiceDesk Plus

Workflow engine that drives approval steps and state transitions across incident, request, and problem lifecycles.

Best for: Fits when mid-size IT teams need configurable ticket workflows tied to assets and SLA governance.

2

Jira Service Management

Editor pick

Jira Automation for ITSM actions updates fields, assignees, and escalation steps based on ticket lifecycle and SLA status.

Best for: Fits when organizations need Jira-native service workflows with automation and API-based integrations for IT support.

3

Atera

Editor pick

Built-in agent-based discovery that continuously refreshes endpoint and software inventory for operational execution.

Best for: Fits when centralized endpoint operations need inventory, monitoring, and technician execution in one console.

Comparison Table

1
enterprise
9.2/10
Overall
2
8.9/10
Overall
3
8.7/10
Overall
4
8.3/10
Overall
5
8.2/10
Overall
6
7.7/10
Overall
7
7.4/10
Overall
8
7.2/10
Overall
9
6.9/10
Overall
10
6.7/10
Overall
#1

ManageEngine ServiceDesk Plus

enterprise

IT service management software with incident, asset, change, and problem management.

9.2/10
Overall
Features9.2/10
Ease of Use9.1/10
Value9.3/10
Standout feature

Workflow engine that drives approval steps and state transitions across incident, request, and problem lifecycles.

ManageEngine ServiceDesk Plus combines IT help desk ticketing with asset and service workflows in a single admin console. It supports incident, problem, and request handling tied to configurable SLAs, assignment rules, and approval steps.

The integration and automation focus shows through REST APIs, import and sync options, and event and workflow rules that drive ticket state changes. Strong reporting and audit trails cover technician workload, queue performance, and change impact across linked records.

Pros
  • +REST APIs for ticketing, workflows, and automation integrations
  • +Service request approvals and routing rules reduce manual triage
  • +SLA timers and escalation policies link to queues and work status
  • +Asset-to-ticket linkage helps technicians troubleshoot with context
Cons
  • –Deep workflow customization can require consistent governance to stay consistent
  • –Some advanced reporting needs more configuration than incident management alone
  • –Agent setup and inventory accuracy depend on environment-specific tuning
  • –Large orgs may need careful role design to avoid permission sprawl
Use scenarios
  • Service desk managers

    Link articles to active tickets

    Fewer repeated troubleshooting

  • IT service leaders

    Report queue health and aging

    Clear service performance view

Show 2 more scenarios
  • IT operations leaders

    Monitor SLA breaches by queue

    Earlier overdue visibility

    Leaders track response and resolution targets by priority, queue, and workflow state to spot overdue items.

  • IT change managers

    Run approvals and audit change

    Traceable change decisions

    Teams coordinate planned and emergency changes with approval stages, schedules, dependencies, and audit records.

Best for: Fits when mid-size IT teams need configurable ticket workflows tied to assets and SLA governance.

#2

Jira Service Management

enterprise

ITSM platform for service requests, incident response, change management, and operations collaboration.

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

Jira Automation for ITSM actions updates fields, assignees, and escalation steps based on ticket lifecycle and SLA status.

Jira Service Management turns incident, request, and service-level obligations into workflow-driven queues built around Jira issue tracking. It provides a service catalog with request forms, ITIL-aligned processes for incident and problem management, and SLA monitoring that ties back to ticket state.

Admins get project and workflow controls, plus automation rules that can route, escalate, and update fields across teams. For integration, Jira’s REST APIs and Atlassian app ecosystem let teams connect external systems and extend service workflows without rebuilding the core UI.

Pros
  • +Workflow and automation rules align ticket routing with SLA timers
  • +Request forms and service catalog items standardize intake across teams
  • +Jira REST APIs support custom integrations for ticket and workflow operations
  • +Granular project roles map well to support team responsibilities
Cons
  • –Asset and discovery depth depends on add-ons for federation and inventory accuracy
  • –Change and CAB workflows require careful role design across Jira projects
Use scenarios
  • Service managers

    Monitor timers and service targets

    Consistent monitoring

  • Support teams

    Attach knowledge to requests

    Fewer repetitive requests

Show 2 more scenarios
  • IT change and release teams

    Route changes through approvals

    Documented approval history

    Change and release teams route change requests through approvals and implementation tasks with recorded workflow states.

  • Incident response teams

    Coordinate lifecycle for disruptions

    Traceable incident process

    Incident response teams coordinate prioritized incidents with lifecycle workflows, escalations, and linked operational work.

Best for: Fits when organizations need Jira-native service workflows with automation and API-based integrations for IT support.

#3

Atera

SMB

RMM and help desk platform for monitoring, patching, ticketing, and remote access.

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

Built-in agent-based discovery that continuously refreshes endpoint and software inventory for operational execution.

Atera’s core value for IT managers is operating from one SaaS console that ties discovery results to technician execution, including remote monitoring and ticket-driven workflows. Asset inventory and software inventory are used to drive ongoing hardware asset lifecycle views and licensing reconciliation for SAM audit readiness. Alert escalation and incident handling are configurable so noisy events route into technician queues rather than staying in monitoring lists.

A tradeoff appears in scaling discovery coverage across complex network boundaries, since agent-based inventory gives stronger results on endpoints that can run the remote monitoring agent. Atera fits best when a managed services team or internal IT org wants one operational workflow that connects discovery, patch and deployment execution, and day-to-day incident queues in the same environment.

Pros
  • +Single console for monitoring, inventory, and technician workflows
  • +Patch and deployment windows tied to operational schedules
  • +License reconciliation linked to tracked software inventory
  • +Configurable alert escalation into incident queues
Cons
  • –Agent-based inventory can limit coverage on constrained environments
  • –Deeper automation often requires careful workflow configuration
  • –Advanced integration depth depends on available connectors
  • –Reporting customization can take time for multi-team setups
Use scenarios
  • Managed service providers

    Run remote monitoring across client fleets

    Lower MTTR on recurring issues

  • Mid-size IT teams

    Coordinate patch deployment windows

    Fewer SLA breach events

Show 1 more scenario
  • IT asset and SAM owners

    Prepare software compliance reviews

    More consistent entitlement reporting

    Software inventory feeds license reconciliation work to support SAM audit readiness processes.

Best for: Fits when centralized endpoint operations need inventory, monitoring, and technician execution in one console.

#4

SysAid

SMB

IT service management and help desk software with asset management and automation.

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

Unified workflows tie help desk intake to asset checks, so assignment and approvals can use discovery-backed context.

SysAid’s core operations center on help desk ticketing, service request handling, and workflow automation that can incorporate asset context during fulfillment. Asset management supports agent-based inventory and discovery to populate device and software records that can be used when assigning work or validating entitlements. The governance surface includes role-based access for operational areas and audit logs for administrative actions, which helps with review trails. SysAid also exposes an API surface for pushing and pulling assets, tickets, and configuration content to other systems.

Pros
  • +Ticket and asset workflows share one admin configuration surface
  • +API supports integration of tickets, assets, and automation events
  • +Discovery agent inventory reduces manual device tracking effort
  • +RBAC and audit logs support operational governance for changes
Cons
  • –Deep CMDB federation and normalization can require custom mapping work
  • –Advanced automation often needs careful workflow design and testing
  • –Extensive catalog-driven service modeling can take setup time
  • –Some software reconciliation edge cases depend on data quality inputs
Use scenarios
  • IT service desk managers

    Automate request triage with asset context

    Faster resolution assignment

  • IT asset management leads

    Keep inventory current across locations

    Reduced manual inventory drift

Show 2 more scenarios
  • SAM audit owners

    Support reconciliation with software records

    Improved audit readiness

    Compare installed software records to entitlements for review preparation and gap tracking.

  • Enterprise IT integration teams

    Synchronize assets and tickets across tools

    Lower duplicate data entry

    Use the API to import and update operational records from existing systems.

Best for: Fits when IT teams need ticketing tied to discovery and asset checks for governance.

#5

Freshservice

SMB

Cloud IT service management software with ticketing, CMDB, asset management, and automations.

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

Procurement and asset lifecycle workflows connect purchasing stages to tracked hardware records across time.

Freshservice is an IT service management suite used for help desk operations, IT asset tracking, and ITIL-aligned workflows in one SaaS console. Its ticketing core supports incident and request handling with SLA breach visibility and configurable automation across queues and approvals.

Pros
  • +Automation rules can drive multi-step ticket workflows without custom code
  • +Asset management links hardware lifecycle stages to operational processes
  • +SLA timers and breach reporting are visible on incident and service workflows
  • +Role-based access helps separate request, asset, and admin responsibilities
Cons
  • –Complex change governance needs careful workflow configuration to match CAB practices
  • –Discovery coverage depends on inventory approach, which can require agent rollout planning
Use scenarios
  • Service desk managers

    Escalate when SLA thresholds hit

    Overdue work visibility

  • IT asset managers

    Normalize hardware and software records

    More consistent inventory records

Show 2 more scenarios
  • Change managers

    Capture plans and backout steps

    Traceable change execution

    Change managers record implementation plans, backout steps, risks, approvals, and evidence in linked change records.

  • Infrastructure release teams

    Schedule work in freeze windows

    Controlled work timing

    Teams schedule changes within defined windows and use freeze or timing controls to manage operational risk.

Best for: Fits when IT teams want help desk workflows plus asset lifecycle tracking in one workspace.

#6

SolarWinds Service Desk

enterprise

Cloud service desk software for incidents, assets, service catalog, and change workflows.

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

Workflow automation that ties ticket lifecycle updates to SolarWinds monitoring context for faster triage.

SolarWinds Service Desk targets IT teams that need help desk ticketing tightly connected to SolarWinds monitoring data and operational workflows. Core capabilities include incident and service request workflows, SLA tracking, and configurable queues that route work by priority and assignment rules.

Pros
  • +Incident and request queues support rule-based routing by priority and ownership
  • +Workflow automation can move tickets across stages without manual status chasing
  • +Ticket views integrate operational context from SolarWinds monitoring sources
  • +Role-based access controls separate requester access from agent administration
Cons
  • –Advanced workflow design needs consistent governance to avoid queue sprawl
  • –Service catalog item granularity can require extra configuration to stay maintainable
  • –API automation coverage favors operational events over deep asset data modeling
  • –Cross-tool process standardization takes effort when external systems own workflows
Use scenarios
  • Problem managers

    Document investigations and workarounds

    Better recurring analysis

  • IT and facilities operations

    Track maintenance requests in workflows

    Maintenance visibility

Show 2 more scenarios
  • Distributed IT service desks

    Centralize intake across offices

    Centralized work view

    Distributed desks manage requests, incidents, approvals, and escalations in a shared cloud workspace.

  • Infrastructure and desktop support

    Route tickets with device context

    Faster triage

    Support teams connect incidents and service tasks with assigned devices, inventory, and configuration context.

Best for: Fits when teams already run SolarWinds monitoring and want ticket workflows tied to operational signals.

#7

ServiceNow IT Service Management

enterprise

Enterprise ITSM suite for incidents, requests, changes, knowledge, and configuration management.

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

Service mapping and CMDB-driven impact analysis that uses dependency relationships during incident triage and change planning.

ServiceNow IT Service Management combines ITIL-aligned workflows with deep platform extensibility across incidents, problems, changes, and requests. A central CMDB and service mapping support impact analysis and dependency-aware triage, which matters when SLAs depend on upstream and downstream services.

Pros
  • +CMDB-backed impact analysis ties change outcomes to dependent services.
  • +Workflow automation links incident, problem, change, and request fulfillment steps.
  • +REST and integration tooling support API-driven ticketing and data synchronization.
  • +Approvals, RBAC, and audit trails support enterprise governance for service records.
Cons
  • –Initial configuration workload is high for service models, workflows, and approvals.
  • –Discovery and inventory breadth depends on probe choices and deployment coverage.
  • –Large workflow customization can increase maintenance overhead for admins.
  • –Agent and integration patterns can add operational complexity to IT operations.
Use scenarios
  • Service desk operations managers

    Automate incident intake and SLA-based routing

    Reduced resolution backlogs

  • Change advisory board leads

    Standardize approvals and audit change records

    Fewer unauthorized changes

Show 2 more scenarios
  • IT operations analysts

    Run impact analysis using CMDB relationships

    Lower incident recurrence

    Uses service mapping and CMDB dependencies to assess upstream and downstream effects before actions.

  • Enterprise IT service owners

    Automate request fulfillment across portals

    Higher request throughput

    Orchestrates catalog requests and integrates systems through APIs for consistent fulfillment and governance.

Best for: Fits when enterprises need ITIL process automation tied to CMDB-based service dependency mapping.

#8

Spiceworks Cloud Help Desk

SMB

Free help desk software for internal IT support tickets, user requests, and basic service operations.

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

Spiceworks ticketing that pulls device and inventory context from Spiceworks monitoring and discovery workflows.

Spiceworks Cloud Help Desk targets small IT teams that need ticketing without heavy workflow engineering. It provides help desk ticketing with role-based access, status tracking, and an operational queue for routing and follow-up.

Pros
  • +Ticket queue supports straightforward triage and assignment workflows
  • +Role-based access limits who can edit ticket fields and settings
  • +Integration with Spiceworks inventory adds device context to tickets
  • +Clean UI reduces time to first closed ticket for new agents
Cons
  • –ITIL-style breadth is thin for change, problem, and service catalog workflows
  • –Automation depth for complex SLA logic is limited versus enterprise ITSM tools
  • –Discovery coverage depends on supported connectors and agents
  • –Reporting and governance controls are basic for multi-team operations
Use scenarios
  • Help desk managers

    Monitor status and activity daily

    Operational workload visibility

  • Desktop support teams

    Diagnose using linked equipment records

    More informed resolutions

Show 2 more scenarios
  • Support teams

    Retain auditable ticket timelines

    Clear case activity record

    Teams keep ticket timelines, notes, assignments, and status changes for later review and handoffs.

  • HR shared services teams

    Route employee questions through intake

    Centralized employee requests

    HR shared services adapt ticket intake and routing for employee questions with ownership and status history.

Best for: Fits when a small IT team needs help desk ticketing plus device context, not full enterprise ITSM process depth.

#9

ConnectWise RMM

SMB

Remote monitoring and management software for endpoint visibility, patching, and automation.

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

Configurable alert escalation policy chains that move events from detection to targeted technician action without manual triage.

ConnectWise RMM continuously monitors endpoints through a remotely managed agent, then routes alerts into configurable escalation and workflow rules. It pairs remote control, patching, and alerting with inventory capture for operational visibility across managed devices.

Pros
  • +Agent-based monitoring with granular alert triggers and escalation policies
  • +Scheduled patch operations with device targeting and maintenance window control
  • +Remote support tooling included for technician intervention during incidents
  • +Inventory and configuration visibility supports operational auditing for managed endpoints
Cons
  • –Deep rule tuning needs governance discipline to avoid alert fatigue
  • –Inventory coverage varies by endpoint permissions and agent health
  • –Complex multi-site environments can require careful technician role design
  • –Advanced workflows depend on the surrounding ConnectWise integrations
Use scenarios
  • IT administrators

    Review patch deployment coverage

    Visible update coverage

  • Systems administrators

    Detect drift and unhealthy conditions

    Earlier issue detection

Show 2 more scenarios
  • Managed service providers

    Monitor endpoints across customers

    Centralized device health

    MSPs monitor workstations and servers across customer environments from a centralized console.

  • IT operations and MSP patching teams

    Deploy updates in scheduled waves

    Repeatable patch deployment

    Patch teams apply approved operating system and application updates in scheduled or staged waves.

Best for: Fits when an MSP needs agent-based monitoring, patch scheduling, and technician workflows with structured escalation.

#10

InvGate Service Management

SMB

ITSM software with ticketing, self-service, knowledge base, and workflow automation.

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

Linked workflows keep service tickets synchronized with asset and ownership context during resolution.

InvGate Service Management is a service desk and workflow system built to keep service work linked to operational data during triage, routing, and resolution. Service catalog items and forms drive consistent request intake, while SLA management tracks breach risk and feeds escalation policies. Governance is handled through role-based access controls and audit logging on record changes for operational accountability.

Pros
  • +Service catalog workflows reduce free-text intake for requests
  • +SLAs and escalation policies connect timing to ticket routing
  • +RBAC and audit logs support change accountability
  • +Automation rules update related records during triage
Cons
  • –Advanced workflows require careful configuration to avoid logic sprawl
  • –Complex dependency mapping can take time to operationalize
Use scenarios
  • IT service desk analysts

    Incident triage with ownership context

    Faster MTTR for common issues

  • IT operations managers

    SLA breach escalation governance

    More predictable incident handling

Show 1 more scenario
  • Service owners

    Request intake via structured catalog

    Lower manual follow-up work

    Service catalog items enforce required fields and approvals for standardized request execution.

Best for: Fits when service desk teams need catalog-driven intake with SLA escalation and operational record auditability.

Conclusion

After evaluating 10 it manager software, ManageEngine ServiceDesk Plus 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
ManageEngine ServiceDesk Plus

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 It Manager Software

How does ServiceNow IT Service Management use CMDB relationships during incident triage?
ServiceNow IT Service Management links incidents to a central CMDB and uses service mapping to calculate dependency-aware impact analysis. During triage, the platform uses those relationships to guide routing and change planning when SLAs depend on upstream or downstream services.
Which tool provides a technician-focused console for endpoint inventory, monitoring, and workflow execution in one place?
Atera centers endpoint operations in a unified console that combines agent-based inventory refresh, remote monitoring, and technician execution workflows. Its discovery and alert handling feed day-to-day device operations without forcing separate consoles for inventory and technician actions.
How do Jira Service Management and ServiceDesk Plus differ in workflow orchestration for SLAs and escalations?
Jira Service Management relies on Jira-native projects and Jira Automation to update fields, assignees, and escalation steps based on SLA status and ticket lifecycle. ManageEngine ServiceDesk Plus uses a workflow engine that drives approval steps and state transitions across incident, request, and problem lifecycles.
When teams need ticket intake to trigger asset checks and approvals from discovery context, which platform fits best?
SysAid ties help desk intake to asset checks so assignment and approvals use discovery-backed context. InvGate Service Management also links tickets to asset and ownership context so resolution stays synchronized with the underlying records.
What breaks if asset lifecycle workflows are required end-to-end from procurement through disposal?
Freshservice supports procurement-to-disposal workflows that keep hardware lifecycle records aligned across time. Without that lifecycle coverage, tools like Spiceworks Cloud Help Desk can attach device context to tickets but stop short of full enterprise disposal workflow depth.
How do integrations and APIs typically affect automation across ITSM records in Jira Service Management and ManageEngine ServiceDesk Plus?
Jira Service Management uses Jira REST APIs and the Atlassian app ecosystem to connect external systems and extend service workflows without rebuilding the core UI. ManageEngine ServiceDesk Plus focuses on REST APIs plus import and sync options so ticket state changes can be driven by events and workflows.
How does ConnectWise RMM handle patch scheduling and alert escalation without manual triage?
ConnectWise RMM runs remote monitoring through a managed agent and schedules patch tasks via task scheduling. It then uses configurable alert escalation policy chains that move events from detection to targeted technician action based on rule outcomes.
Where does SolarWinds Service Desk fall short for CMDB federation or deep ITIL process modeling?
SolarWinds Service Desk centers ticketing and SLA tracking around SolarWinds monitoring context and workflow hooks. That design can limit CMDB federation and broader enterprise ITIL constructs compared with ServiceNow IT Service Management, which couples CMDB-based service mapping to dependency-aware triage.
How do admin controls and audit visibility differ between Freshservice and ServiceNow IT Service Management?
Freshservice provides role-based access and audit-oriented activity visibility for multi-team governance inside the SaaS console. ServiceNow IT Service Management extends governance across roles, approvals, and auditability at enterprise scale while coordinating orchestration across multiple ITIL process types.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right It Manager Software

Options differ most in how they ingest inventory and keep it accurate over time, and how well they expose that data for reporting and automation. Focus on data freshness and reconciliation accuracy, then verify integration depth with your existing systems.

Discovery-to-report data freshness

Why it matters

Discovery-to-report data freshness determines whether reports reflect what’s actually deployed today. When freshness lags, IT spend and ownership decisions drift fast.

How to check

Ask for a demo where they show an inventory change and how quickly it appears in dashboards or reports. In a test, change a small set of mock devices/licenses in a sample dataset and compare timestamps between discovery and reporting.

License reconciliation accuracy

Why it matters

License reconciliation accuracy is what turns raw counts into trusted entitlements. If it’s off, you’ll overspend or miss true compliance exposure.

How to check

Request a walkthrough of how they map observed usage to purchased entitlements. In the demo, check how they handle duplicates and mismatches by showing a reconciliation report and a drill-down to the underlying evidence.

API and workflow integration depth

Why it matters

API and workflow integration depth affects whether you can connect licensing data to procurement, budgeting, and reporting without brittle manual steps. Better extensibility supports ongoing automation.

How to check

Ask what endpoints or automation hooks exist for importing data and exporting reports. Then confirm in the demo that you can push one sample license dataset in and pull a reconciled report out using documented calls or downloadable exports.

Provisioning and policy automation controls

Why it matters

Provisioning and policy automation controls limit how much change happens without review. This matters when license claims, assignments, or normalization rules run continuously.

How to check

On a demo, look for rule management that shows what triggers automation and what gets updated. Ask whether there’s an approval or review step for high-impact changes like entitlement adjustments.

Audit log for changes and reconciliation

Why it matters

An audit log for changes and reconciliation makes it clear who changed mappings and when outcomes were recalculated. That visibility reduces blame when numbers don’t match expectations.

How to check

Ask to see the audit trail for a reconciliation run and for a manual edit to mappings. Confirm the log captures actor, timestamp, affected records, and before/after values.

Red flags

  • Reports update slowly after discovery changes
  • Reconciliation outputs can’t show evidence for mismatches
  • Automation runs without clear triggers or audit visibility

Fit by situation

  • If your team relies on near-real-time licensing reporting, prioritize data freshness across the discovery-to-report path.
  • If you frequently see license count disputes during renewals, prioritize license reconciliation accuracy with drill-down evidence.
  • If you need to connect licensing data into internal workflows, prioritize API and workflow integration depth.
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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