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Top 10 Best Asset Information Management Software of 2026

GITNUXSOFTWARE REVIEW

Business & Finance

Top 10 Best Asset Information Management Software of 2026

Editorial roundup comparing asset information management software options like IBM Maximo, focusing on fit and tradeoffs for maintenance teams.

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

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

02Source Research

Agents extract product evidence with provenance, then collect written reviews and 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

Asset information management systems maintain a structured data model for assets across procurement, maintenance, and end-of-life so teams can reconcile ownership, location, and service history. This comparison targets analysts and operators who need audit-ready records, RBAC, and integration or API extensibility to choose between IT-focused discovery and enterprise-grade lifecycle control.

Infor EAM is the best choice for asset-intensive enterprises that need governed master data flowing into maintenance execution, since it links asset records to work orders and execution outcomes rather than treating them as static catalogs, whereas Snipe-IT fits lean IT teams needing auditable custody updates thanks to its straightforward assignment workflows and REST API.

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

Infor EAM

Infor EAM ties asset master data to maintenance work execution so changes flow into operational actions, not only catalogs.

Best for: Fits when enterprises need governed asset data linked to maintenance execution and external system sync.

2

Oracle Enterprise Asset Management

Editor pick

End-to-end linkage between asset records and work order lifecycle supports controlled changes across operations.

Best for: Fits when reliability teams need asset register integrity tied to maintenance execution and governance.

3

IBM Maximo

Editor pick

Maximo’s workflow engine ties asset records to inspection and maintenance approvals with granular status transitions.

Best for: Fits when enterprises need controlled asset registers with workflow automation and integration to ERP and engineering systems.

Comparison Table

1
Infor EAMBest overall
enterprise
9.0/10
Overall
2
8.8/10
Overall
3
enterprise
8.6/10
Overall
4
8.5/10
Overall
5
8.3/10
Overall
6
7.7/10
Overall
7
enterprise
7.4/10
Overall
8
7.1/10
Overall
9
SMB
6.9/10
Overall
10
enterprise
6.7/10
Overall
#1

Infor EAM

enterprise

Enterprise asset management software for asset-intensive industries.

9.0/10
Overall
Features9.0/10
Ease of Use9.0/10
Value9.0/10
Standout feature

Infor EAM ties asset master data to maintenance work execution so changes flow into operational actions, not only catalogs.

Infor EAM captures and governs asset records across lifecycle workflows using Infor’s asset register concepts tied to maintenance execution. The product links asset metadata to work orders, spares, and engineering content so teams can trace “what is on the asset” to “what happens next” during maintenance and replacements.

It supports integration patterns with Infor applications and external systems through APIs and message-based connectivity for provisioning and data synchronization. Admin tooling covers configuration control, role-based access, and audit visibility so asset changes and ownership boundaries can be governed across business units.

Pros
  • +Asset records stay connected to work orders and maintenance execution outcomes
  • +Integration surface supports API and connectivity for asset and reference data sync
  • +Governance controls include RBAC and audit visibility for record changes
  • +Configuration supports consistent asset classification across organizational units
Cons
  • –Engineering document workflows need extra configuration to match document control
  • –Asset metadata changes require governance discipline to avoid taxonomy drift
  • –Cross-system enrichment depends on integration design with external content stores
  • –User navigation can feel maintenance-first when used for pure documentation use
Use scenarios
  • Asset controllers and site administrators

    Reconcile custody across organizational systems

    More accurate custody records

  • Asset finance and governance teams

    Unify procurement, capitalization, and disposal

    Consistent lifecycle governance

Show 2 more scenarios
  • Maintenance operations teams

    Execute asset-linked work orders

    Clear job completion status

    Create and manage work orders tied to specific assets through assignment, execution, approval, and closure.

  • Enterprise maintenance planners

    Plan preventive and corrective work

    Coordinated maintenance execution

    Organize work across asset hierarchies and locations to coordinate execution for multiple sites.

Best for: Fits when enterprises need governed asset data linked to maintenance execution and external system sync.

#2

Oracle Enterprise Asset Management

enterprise

Asset lifecycle management within Oracle E-Business Suite and Oracle Cloud.

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

End-to-end linkage between asset records and work order lifecycle supports controlled changes across operations.

Oracle Enterprise Asset Management is a fit for asset information management when the asset register must stay consistent with preventive maintenance planning, work orders, and operational reporting. It models assets in hierarchical structures and stores detailed metadata used during maintenance execution and reporting. Governance is handled through enterprise configuration patterns, including user roles that limit who can change asset records and work-related fields.

A key tradeoff is that asset information control typically comes as part of an EAM-centric workflow, so teams focused on document-heavy engineering collaboration may need adjacent document control tooling. It is a strong usage choice when maintenance reliability teams must keep asset identifiers, locations, and criticality aligned across the maintenance lifecycle and downstream reporting.

Pros
  • +Hierarchical asset register aligns with maintenance execution
  • +Role-based permissions control who can edit asset metadata
  • +Audit trails support traceability for asset and maintenance changes
  • +API-based integrations fit Oracle and non-Oracle enterprise workflows
Cons
  • –Engineering document control workflows often require additional modules
  • –Deep configuration increases time-to-stabilize for new asset taxonomies
Use scenarios
  • Maintenance engineering teams

    Standardize asset IDs across work orders

    Fewer mismatched asset records

  • Operations governance teams

    Enforce edit controls on asset master data

    Stronger change accountability

Show 1 more scenario
  • Enterprise integration teams

    Sync asset context into other systems

    Reduced manual data re-entry

    APIs support pushing and pulling asset and maintenance context between enterprise applications.

Best for: Fits when reliability teams need asset register integrity tied to maintenance execution and governance.

#3

IBM Maximo

enterprise

Enterprise asset management platform for managing physical assets across their lifecycle.

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

Maximo’s workflow engine ties asset records to inspection and maintenance approvals with granular status transitions.

IBM Maximo is an asset information management system centered on managing asset records, maintenance work, and operational workflows with enterprise controls. Its core strengths include configurable asset hierarchies, structured asset metadata, and workflow-driven processes for inspection, maintenance, and lifecycle tasks.

Maximo also supports integration via APIs and connectors, including the exchange of asset and asset-history data with external engineering and enterprise systems. Admin teams can manage user roles and audit trails to govern changes across asset registers and related documents.

Pros
  • +Configurable asset hierarchy supports multi-site and multi-level equipment structures
  • +Workflow automation covers inspections, maintenance tasks, and approvals with status tracking
  • +API access supports syncing asset records, work history, and operational events
  • +Role-based access and audit history support governance over sensitive asset changes
Cons
  • –Document control for engineering files is weaker than dedicated document management suites
  • –Configuration depth increases time-to-adopt for teams needing highly customized forms
  • –Integrations often require careful mapping between external asset IDs and Maximo records
  • –High-volume updates can require tuning around synchronization and workflow throughput
Use scenarios
  • Enterprise maintenance supervisors

    Run workflow-based inspection and maintenance

    Consistent maintenance execution

  • Asset data and engineering teams

    Synchronize asset history with systems

    Fewer data gaps

Show 1 more scenario
  • Asset register administrators

    Govern changes with roles and audits

    Traceable configuration changes

    Control access to asset registers and related documents with role management and audit trails.

Best for: Fits when enterprises need controlled asset registers with workflow automation and integration to ERP and engineering systems.

#4

Snipe-IT

SMB

Open source IT asset management system.

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

REST API plus asset assignment workflows support automated custody updates from external systems.

Snipe-IT centers on asset records that can be linked to categories, models, and locations so teams can keep an asset register consistent across storage, desks, and departments. The application supports check-in and check-out flows with assignment history and supports importing and updating asset data in bulk through supported import tooling. Snipe-IT also offers a documented REST API for creating, updating, and searching asset records, which helps integration scenarios like syncing CMDB items or reflecting service-desk events.

Pros
  • +REST API supports asset record create, update, and search
  • +Check-in and check-out workflows capture assignment history
  • +RBAC limits access to asset views and edit actions
  • +Bulk import supports fast initial inventory setup
Cons
  • –Engineering document workflows are lighter than EAM document control
  • –Complex multi-asset hierarchies require careful configuration
Use scenarios
  • IT operations teams

    Laptop custody across office locations

    Fewer lost-device incidents

  • Service desk teams

    Asset status updates from tickets

    Faster asset resolution

Show 1 more scenario
  • Operations administrators

    Bulk onboarding of inventory

    Reduced manual data entry

    Import assets and standardize categories, locations, and custom fields for reporting.

Best for: Fits when teams need auditable asset custody and integrations without deep engineering document control.

#5

SAP Enterprise Asset Management

enterprise

EAM solution integrated with SAP S/4HANA for asset lifecycle management.

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

Asset master data links directly to maintenance planning and work order execution so metadata changes affect operational workflows.

Teams with existing SAP ERP, SAP S/4HANA, or SAP process landscapes usually get the fastest operational alignment because asset structures drive maintenance objects and work order behavior. SAP Enterprise Asset Management supports hierarchical location and equipment organization and stores extensive descriptive fields that maintenance and reporting use directly. It also integrates with document and engineering processes through standard SAP integration patterns and enterprise master data governance workflows.

Pros
  • +Equipment and location structures drive maintenance planning and work execution objects
  • +Asset metadata stays tied to costs, notifications, and service procurement activities
  • +Strong RBAC supports segregating planners, technicians, and data stewards
  • +Audit log coverage supports traceability for changes across asset master records
Cons
  • –Revision-heavy document control often needs external document management integration
  • –Initial data modeling for hierarchies and classifications requires disciplined configuration
Use scenarios
  • Plant maintenance managers

    Maintain equipment hierarchy and work plans

    More consistent maintenance execution

  • Asset data governance teams

    Control asset metadata changes

    Higher asset data reliability

Show 1 more scenario
  • Procurement and service operations

    Tie purchases to asset usage

    Better spend accountability

    Connect service and maintenance sourcing back to asset records for cost and service traceability.

Best for: Fits when SAP operations need governed asset master data tied to maintenance execution and enterprise reporting.

#6

ServiceNow IT Asset Management

enterprise

IT asset management module on the Now Platform.

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

Direct linkage of asset entries to ServiceNow configuration items to keep operational relationships current.

ServiceNow IT Asset Management fits organizations that already run ServiceNow and want asset information governed inside ITSM and IT operations workflows. It centralizes an asset register with lifecycle tracking, procurement and receiving touchpoints, and linkage to configuration items so asset records stay consistent across services.

Pros
  • +Asset records link directly to configuration items in ServiceNow
  • +Workflow-driven controls support approvals, updates, and reconciliation
  • +Integration-friendly asset import and update patterns for enterprise sources
  • +Audit-ready history for asset changes through ServiceNow activity tracking
Cons
  • –Asset metadata and classification depth depends on configuration and data sources
  • –Advanced automation often requires scripting or deeper platform development
  • –Engineering deliverables are limited compared with document control systems
  • –Cross-domain asset hierarchies can become complex to manage at scale
Use scenarios
  • IT finance and procurement teams

    Maintain warranty and financial fields

    Shared financial asset record

  • Procurement and receiving teams

    Capture intake before deployment

    Better intake continuity

Show 2 more scenarios
  • ITSM and IT operations teams

    Link assets to configuration items

    Service workflows use same IDs

    Connect ITAM records to configuration items so service workflows use consistent asset identities.

  • IT service desks and custodians

    Track checkouts and transfers

    Traceable custody changes

    Manage check-in, check-out, and transfers to keep custody and ownership assignments current.

Best for: Fits when teams need governed asset records tied to ITSM and configuration items in ServiceNow.

#7

Device42

enterprise

IT asset discovery and DCIM platform.

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

The dependency and topology modeling engine links assets to services and impact paths for explainable asset intelligence.

Device42 maps IT assets into a configurable topology and dependency model so inventory can be tied to relationships, locations, and service impact. The system then connects that model to provisioning and documentation workflows through import pipelines, integrations, and an API for ongoing updates.

Pros
  • +Configurable dependency and relationship mapping across assets and services
  • +API-first design supports automated asset updates and integrations
  • +RBAC and audit logging help enforce change control on asset records
  • +Import pipelines reduce manual reconciliation during onboarding
Cons
  • –Data model and topology setup require careful planning to avoid rework
  • –Some documentation workflows depend on available integration coverage
  • –UI navigation can feel dense when managing large, multi-site estates
  • –Automation quality depends on consistent source data and discovery inputs
Use scenarios
  • IT asset managers and configuration managers

    Maintain a reconciled inventory baseline

    Fewer inventory mismatches

  • Network engineers and cabling teams

    Document port-to-port connectivity

    Traceable connectivity records

Show 2 more scenarios
  • Infrastructure administrators and IT service managers

    Assess change risks with dependencies

    More auditable change decisions

    Connect change records, operational history, and dependency data to understand lifecycle and support risks.

  • IT finance partners and infrastructure managers

    Tie budgets to services and assets

    Budget context tied to assets

    Organize cost assumptions using infrastructure and dependency context for variance explanations.

Best for: Fits when infrastructure teams need a relationship-aware asset register with API-driven upkeep across multiple sites.

#8

MPulse

SMB

CMMS for maintenance and asset management.

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

Role-driven asset record workflows that tie validation steps to both metadata fields and linked documents.

MPulse is an asset information management system built for controlling asset metadata and the documents linked to each asset record. It provides an asset-centric register view with configurable fields and workflows for creating, validating, and updating asset information.

Pros
  • +Asset-centered register that keeps metadata and linked documents together
  • +Configurable fields and workflows for consistent asset data updates
  • +Change tracking supports governance and post-issue review
  • +API-oriented integration for syncing asset records into and out of MPulse
Cons
  • –Advanced configuration work is required to match complex asset hierarchies
  • –Document workflow coverage can require careful setup for revision handling
  • –Bulk onboarding depends on data mapping discipline to avoid metadata gaps
  • –Some integrations may need custom work for edge-case system models
Use scenarios
  • Asset-intensive operations teams

    Keep service history on each asset

    Searchable troubleshooting history

  • Maintenance and plant operations managers

    Review downtime reasons and labor

    Clear equipment impact view

Show 2 more scenarios
  • Field service and back-office teams

    Monitor work orders and bottlenecks

    Fewer status check inquiries

    Track operational work order progress and identify blockers through service workflows tied to assets.

  • Maintenance managers and operations teams

    Standardize request routing and closure

    Traceable job completion

    Route work through assignment, execution, approval, and closeout stages while preserving change history.

Best for: Fits when asset teams need governed metadata workflows and document linkage with integration via API for other systems.

#9

Fiix

SMB

Maintenance and asset management software acquired by Rockwell Automation.

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

Bidirectional asset linkage between work orders and executed maintenance records, so asset history updates drive follow-on planning.

Fiix focuses on tying asset records to work planning, workflows, and maintenance execution instead of treating asset data as a standalone registry. Asset items, locations, and key fields feed into service requests, preventive schedules, and job execution so teams track what is used and what changed.

Pros
  • +Asset records connect directly to work orders and maintenance schedules
  • +Configurable fields support consistent asset metadata for operational use
  • +Automation rules reduce manual updates during request and job execution
  • +APIs and integrations support bidirectional data movement for asset attributes
Cons
  • –Engineering documentation workflows are limited compared with dedicated document control
  • –Asset classification and hierarchy require careful configuration for governance
  • –Granular data validation controls for complex metadata can require build-out
  • –Advanced reporting on asset hierarchies may need iterative configuration
Use scenarios
  • Manufacturing reliability teams

    Investigate recurring equipment issues

    More organized downtime analysis

  • Facilities and plant inspection teams

    Run inspection checklists with evidence

    Traceable follow-up work

Show 2 more scenarios
  • Facilities maintenance teams

    Manage reactive and recurring maintenance

    Unified facility maintenance record

    Handle service requests, recurring work, inspections, and service history across facility assets.

  • Fleet maintenance managers and shop teams

    Coordinate inspections and repairs

    Traceable repairs and due status

    Track vehicle and fleet maintenance using inspections, corrective work orders, and preventive schedules per asset.

Best for: Fits when maintenance teams need asset metadata linked to execution workflows and controlled updates.

#10

Hardcat

enterprise

Asset management software for fixed and movable assets.

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

Audit-ready change tracking on asset records, including who changed metadata and when, tied directly to asset history.

Hardcat maintains an asset register with lifecycle fields for equipment, tooling, and locations. It focuses on information governance around asset metadata, including controlled attributes and audit trails for changes. Hardcat also supports integrations for importing and syncing asset details and documents across asset and maintenance workflows.

Pros
  • +Change history for asset records supports information governance and audit needs
  • +Configurable metadata fields for equipment, tooling, and locations
  • +Document links tied to asset records reduce orphaned technical references
  • +Integration options support data import and ongoing synchronization
Cons
  • –Richer governance setups require careful configuration of attributes and workflows
  • –Cross-system automation depends on integration mapping and field alignment
  • –Asset taxonomy depth can become complex for very large site networks
  • –Advanced automation may require more admin effort than spreadsheet-based workflows
Use scenarios
  • Finance and fixed asset accounting teams

    Maintain controlled lifecycle records

    More consistent asset register

  • Asset data managers and operations teams

    Standardize classifications and change controls

    More consistent asset information

Show 2 more scenarios
  • Compliance and engineering teams

    Attach evidence to asset lifecycle events

    Evidence tied to assets

    Link supporting documents, inspection records, and lifecycle events directly to assets for audit-ready evidence.

  • Facilities and finance coordination teams

    Coordinate retirement and disposal

    Documented retirement path

    Manage retirement status changes and disposition inputs with audit history from active use to disposal steps.

Best for: Fits when mid-size to enterprise teams need governed asset metadata with audit history and document traceability.

Conclusion

After evaluating 10 asset information management software, Infor EAM 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
Infor EAM

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 Asset Information Management Software

How does Snipe-IT handle automated asset custody updates across tools?
Snipe-IT exposes a REST API that supports automated updates of asset assignment, status, and lifecycle fields. Its assignment workflows support keeping custody data synchronized when external systems trigger check-in or check-out events.
Which tools can connect asset master data changes directly to maintenance execution workflows?
SAP Enterprise Asset Management links asset master data to maintenance planning and work order execution inside SAP processes. Oracle Enterprise Asset Management similarly ties asset records to the work order lifecycle so metadata changes propagate into operational context.
How do IBM Maximo and Infor EAM differ in workflow control for asset lifecycle status transitions?
IBM Maximo uses a workflow engine with granular status transitions tied to inspection and maintenance approvals. Infor EAM centers on maintenance execution linkages that route asset metadata through work order driven actions during replacements and follow-on planning.
What breaks if audit logging and RBAC governance are treated as optional in asset metadata administration?
In ServiceNow IT Asset Management, missing RBAC around configuration items and asset-related records increases the risk of inconsistent relationships across ITSM workflows. In Snipe-IT and Hardcat, weaker change controls also reduce traceability of who altered metadata and when across the asset register.
When asset documentation is managed as first-class content, how do MPulse and Hardcat support traceability?
MPulse ties validation and update workflows to both metadata fields and linked documents, with audit-oriented change tracking across asset records. Hardcat keeps asset history and document traceability tied to asset metadata changes so administrators can audit metadata and document linkage as a unit.
Which platform is best suited for asset management tightly coupled to an ITSM configuration data model?
ServiceNow IT Asset Management keeps asset records connected to configuration items within the ServiceNow operational data model. That tight coupling reduces reconciliation effort compared with a standalone asset register when CMDB relationships drive service workflows.
How do data migration approaches differ between Device42 topology mapping and MPulse metadata onboarding?
Device42 imports asset details through pipelines that feed a dependency and topology model, then keeps updates flowing via integrations and its API. MPulse focuses on asset-centric register creation with configurable fields and metadata validation steps during onboarding.
Which integration surfaces support provisioning and ongoing synchronization for asset updates?
Snipe-IT provides an API plus automation hooks for provisioning and syncing asset updates. Oracle Enterprise Asset Management and IBM Maximo use API-first integration patterns to synchronize asset and work context, while Device42 uses import pipelines and an API for ongoing topology-linked updates.
Where does Fiix fall short versus ERP-centric suites when asset records must drive enterprise transactions?
Fiix ties assets to work planning and execution workflows, but it is not an ERP system for end-to-end procurement or maintenance cost allocation workflows like SAP Enterprise Asset Management or Oracle Enterprise Asset Management. Teams that need enterprise master data tied to ERP transactional processes typically require SAP EAM or Oracle EAM for that scope.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Asset Information Management Software

We see big differences in how Asset information management software handles the asset register lifecycle, enforces a shared information model, and exposes automation via API. The practical separator is how consistently it can provision, link, and validate asset records across systems.

Asset-to-document relationships

Why it matters

Asset-to-document relationships decide whether teams can trace what an asset means and what evidence supports it. This matters when you link records to updates instead of keeping files floating by name.

How to check

During the demo, ask how a new asset record can automatically attach the right documents and revision artifacts based on rules. Then try searching from a document to find its associated assets and confirm the linkage shows the correct direction and dates.

Metadata schema and validation rules

Why it matters

Asset information management software lives or dies by data model enforcement. Good schema and validation prevent inconsistent fields that later block reporting and integration.

How to check

Check whether the product lets you define required fields, data types, and allowed values for asset attributes. Import a small sample set with one intentional mistake and verify whether the tool rejects it, flags it, or auto-fixes it—then inspect the error messages.

API and bulk provisioning workflow

Why it matters

Automation is the fastest way to keep the asset register current. A clear API and a repeatable bulk provisioning path reduce drift between source systems and the asset information set.

How to check

Ask to see the API documentation for creating and updating asset records, then watch how bulk provisioning behaves with idempotency (re-running the same job). If sandbox access exists, try a dry run and confirm you can inspect failures per record.

Audit log for asset changes

Why it matters

Asset lifecycle work needs traceability. A detailed audit log helps answer who changed what, when, and from where—especially after integrations modify records.

How to check

In the demo, update a single asset attribute and then open the audit history for that asset. Confirm the log includes actor, timestamp, field-level changes, and whether the change came from a user action or an API job.

RBAC and record-level permissions

Why it matters

Asset information management software often mixes readers, contributors, and approvers. RBAC and record-level permissions protect integrity when multiple teams touch the same asset records.

How to check

Ask the admin to configure two roles with different write permissions, such as read-only for some asset classes. Then test: attempt an edit as each role and confirm the system blocks it and logs the attempt appropriately.

Red flags

  • Schema changes don’t affect imports or validation
  • Relationships only work in the UI, not in searches
  • API/bulk workflows create duplicates or hide failures

Fit by situation

  • If you rely on repeatable imports to keep the asset register fresh, prioritize bulk provisioning workflow and API and automation workflow consistency.
  • If multiple teams attach evidence to the same assets, prioritize asset-to-document relationships so traceability survives updates.
  • If you need accountability for integration-driven edits, prioritize audit log for asset changes.
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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