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Top 9 Best Capitalized Software of 2026

GITNUXSOFTWARE REVIEW

Business Finance

Top 9 Best Capitalized Software of 2026

Compare capitalized software options for accounting teams, with notes on Microsoft Dynamics 365 Finance, Sage Fixed Assets, and NetSuite Fixed Assets.

19 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 our reviews. Editorial policy

Capitalized software governs how acquisition costs are recorded, capitalized, depreciated, and audited across the asset lifecycle. This roundup helps finance leaders and technical evaluators compare capitalization controls, fixed asset configuration, and system integration paths so accounting outcomes stay consistent across platforms.

Microsoft Dynamics 365 Finance is the best pick for mid-market to enterprise finance teams because its month-end close automation blends validations, allocations, and reconciliations with Finance-specific workflow controls, while Sage Fixed Assets is the go-to alternative for Sage-ledger shops since its asset lifecycle mappings stay aligned with Sage posting paths.

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

Microsoft Dynamics 365 Finance

Month-end close automation that combines validation checks, allocations, and reconciliation steps using Finance-specific workflow controls.

Best for: Fits when mid-market to enterprise finance teams need governed ERP accounting automation and API-driven integrations.

2

Sage Fixed Assets

Editor pick

Asset lifecycle processing with accounting mappings tuned for Sage financial posting paths.

Best for: Fits when fixed asset capitalization and depreciation must stay tightly aligned with Sage ledgers and governance workflows.

3

NetSuite Fixed Assets Management

Editor pick

Automated depreciation runs generate ledger postings and remain linked to asset transactions and disposal events.

Best for: Fits when a finance organization needs fixed-asset accounting inside NetSuite with controlled capitalization workflows.

Comparison Table

1
enterprise
9.3/10
Overall
2
8.8/10
Overall
3
8.6/10
Overall
4
8.3/10
Overall
5
8.0/10
Overall
6
7.9/10
Overall
7
7.6/10
Overall
8
7.1/10
Overall
9
6.8/10
Overall
#1

Microsoft Dynamics 365 Finance

enterprise

Financial management software with fixed asset acquisition, capitalization, and depreciation features.

9.3/10
Overall
Features9.0/10
Ease of Use9.5/10
Value9.5/10
Standout feature

Month-end close automation that combines validation checks, allocations, and reconciliation steps using Finance-specific workflow controls.

Microsoft Dynamics 365 Finance posts transactions into a unified general ledger and automates close with budget, allocation, and reconciliation workflows. It connects ERP subledgers like accounts payable, accounts receivable, fixed assets, and cash management to one financial data model with shared dimension structures and posting rules.

Finance also exposes automation through extensibility and integration patterns using Microsoft Dataverse, Azure services, and supported APIs for system-to-system accounting operations. Admin teams get provisioning controls, role-based access controls, and audit trails tied to financial entities and configuration changes.

Pros
  • +Tight general ledger posting across AP, AR, and fixed assets
  • +Automation for month-end close with allocations, reconciliations, and validations
  • +Extensibility integrates with Dataverse records and Azure services
  • +Strong governance with RBAC, configuration controls, and audit logs
Cons
  • –Finance configuration complexity increases when dimensions and posting rules vary
  • –Some advanced automation paths require developer work and careful testing
  • –Workflow throughput can lag without tuning for high-volume postings
  • –External integrations often need mapping work for entity and dimension parity
Use scenarios
  • Global finance operations teams

    Automate month-end close reconciliations

    Shorter close cycle

  • ERP integration teams

    Sync accounting data via Dataverse

    Lower manual journal entry

Show 1 more scenario
  • Financial controls administrators

    Track configuration changes and access

    Stronger compliance evidence

    Uses role-based access and audit trails tied to financial entities and posting configuration updates.

Best for: Fits when mid-market to enterprise finance teams need governed ERP accounting automation and API-driven integrations.

#2

Sage Fixed Assets

specialist

Fixed asset software for depreciation, capitalization, compliance, and asset reporting.

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

Asset lifecycle processing with accounting mappings tuned for Sage financial posting paths.

Sage Fixed Assets is a fixed asset capitalization tool built around Sage accounting integration, with workflows for additions, disposals, and depreciation setup. The system centers on maintaining an asset register with accounting mappings so capitalization and depreciation follow the ledger structure used by the broader Sage environment.

It supports approval-oriented processes for changes to assets and depreciation terms so governance stays consistent across asset lifecycle events. File import and data synchronization options help migrate asset history and keep asset attributes aligned with operational changes.

Pros
  • +Strong fit for Sage accounting ledgers and depreciation configuration alignment
  • +Lifecycle workflows support consistent handling of additions, disposals, and revaluation events
  • +Asset register keeps accounting attributes tied to depreciation and reporting needs
  • +Import routines reduce manual effort for initial asset loads and updates
Cons
  • –Better results depend on disciplined setup of depreciation and account mappings
  • –Advanced automation may require deeper Sage ecosystem configuration than standalone tools
Use scenarios
  • Accounting teams

    Capitalize new equipment additions

    Accurate start-of-life values

  • Controller and asset governance

    Approve disposals and retirements

    Cleaner disposal records

Show 1 more scenario
  • Finance data migration teams

    Import asset history into register

    Faster migration cutover

    Synchronizes imported asset data so depreciation terms and attributes stay aligned with accounting mappings.

Best for: Fits when fixed asset capitalization and depreciation must stay tightly aligned with Sage ledgers and governance workflows.

#3

NetSuite Fixed Assets Management

enterprise

Cloud ERP asset management for capitalization, depreciation, and asset lifecycle control.

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

Automated depreciation runs generate ledger postings and remain linked to asset transactions and disposal events.

NetSuite Fixed Assets Management is distinct because it reuses NetSuite’s financial data model for asset records and journal postings rather than running a separate fixed-asset ledger. The workflow covers acquisition, capitalization, depreciation calculation, and disposal, with ledgers updated through scheduled processes that create GL-ready transactions. Inventory-like handling is not the focus, but purchase-to-asset mapping is used to keep asset cost buildup tied to procurement documents.

A tradeoff is that advanced policy coverage depends on disciplined setup of depreciation profiles, account mappings, and corporate book rules before operations scale. NetSuite Fixed Assets Management fits when a finance team needs controlled end-to-end capitalization and audit trails inside one ERP record set for multiple locations or business units.

Pros
  • +Creates GL postings from fixed-asset depreciation runs
  • +Supports multi-component capitalization through asset splitting
  • +Keeps acquisition, depreciation, and disposal in shared records
  • +Uses RBAC workflows to control asset adjustments
Cons
  • –Requires careful depreciation profile and account mapping governance
  • –Complex multi-book configurations can slow initial deployment
  • –Customization work can increase upgrade testing effort
  • –Asset detail entry can feel heavy compared with lightweight tools
Use scenarios
  • Controller teams

    Monthly close with capitalization controls

    Faster close with fewer rekeys

  • Accounting operations teams

    Multi-component fixed asset builds

    More accurate cost basis

Show 2 more scenarios
  • Audit and compliance teams

    Disposal and adjustment traceability

    Stronger traceability for reviews

    Track disposal updates and related depreciation impact inside the same system of record.

  • ERP admins

    Governed asset workflow access

    Lower risk of unauthorized changes

    Use role permissions to restrict who can adjust useful lives, accounts, and asset statuses.

Best for: Fits when a finance organization needs fixed-asset accounting inside NetSuite with controlled capitalization workflows.

#4

Oracle Fusion Cloud Financials

enterprise

Enterprise financial management with fixed assets and capitalization accounting.

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

Configurable journal approvals and accounting rules that apply consistently across GL and transactional subledgers.

Oracle Fusion Cloud Financials is a strong fit for enterprises that need financial operations coordinated across subledgers, with the general ledger acting as the consolidation hub. The system supports configurable accounting rules, recurring journal processing, and approval workflows tied to journal entry and payment activities. Integration depth is a core part of the product shape, with APIs and event-style integrations commonly used to connect procurement, payroll-adjacent payments, and revenue systems.

Pros
  • +End-to-end financial process coverage across AP, AR, and GL
  • +Journal and payment controls with workflow-driven approvals
  • +Intercompany and multi-entity accounting with centralized consolidation
  • +API-driven integrations for finance and adjacent enterprise systems
Cons
  • –Configuration effort is high for ledger, accounting rules, and workflows
  • –Reporting design can require admin time for advanced reconciliation views
  • –Process changes often trigger revalidation of approval and accounting logic
  • –Data mapping across integrations can add project complexity for master data
Use scenarios
  • CFO and controllership teams

    Standardized month-end close across entities

    Fewer approval and reconciliation gaps

  • Finance integration engineers

    Automate AP and payment status updates

    Lower manual finance operations

Show 2 more scenarios
  • Shared services finance ops

    Process AR billing exceptions at scale

    Faster exception resolution

    Role-based access and configurable AR processes help route disputes and adjustments through defined steps.

  • Enterprise IT governance

    Control access for audit-ready finance data

    Stronger audit evidence trail

    Granular permissions and audit-friendly reporting structures support regulated internal control needs.

Best for: Fits when enterprises need controlled, multi-entity accounting with API-based automation for finance operations.

#5

SAP S/4HANA Cloud

enterprise

Enterprise ERP with asset accounting for capitalization, depreciation, and retirement.

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

Embedded subledger accounting drives journal entries from transactional events across modules.

SAP S/4HANA Cloud centralizes business transaction processing across Finance, procurement, and supply chain so downstream financials update from operational events. The system provides role-based access control and audit log coverage for core financial and master-data actions, which supports segregation-of-duties reviews. Integration uses a defined API surface and supported data exchange patterns for middleware or cloud apps that need master and transaction synchronization. Automation is available through workflow and triggered processes that update accounting and status fields without manual rekeying.

Pros
  • +Integrated subledger accounting keeps financial postings tied to operational events
  • +Role-based access control plus audit logs cover key financial and master-data changes
  • +Consistent object model across procurement, sales, and finance reduces reconciliation work
  • +Supported APIs enable controlled system-to-system integration with accounting-aligned data
Cons
  • –Extensive configuration is needed for accounting postings and local compliance controls
  • –Custom extensions require strict adherence to SAP-supported extensibility methods
  • –Complex process coverage can increase rollout and change-management workload
  • –Edge-case reporting often needs additional design for performance and correctness
Use scenarios
  • CFO and controllership teams

    Automated postings from operational subledgers

    Faster close with fewer adjustments

  • ERP integration architects

    System sync with accounting-aligned objects

    Reduced manual reconciliation steps

Show 2 more scenarios
  • Operations and supply chain teams

    Coordinated order, fulfillment, and finance updates

    Improved cash-process visibility

    Statuses and accounting impacts update across the order-to-cash chain in one environment.

  • IT governance teams

    Controlled access and auditability

    Stronger segregation of duties

    RBAC and audit logging support reviews of financial and master-data modifications by role.

Best for: Fits when finance-aligned integration and governance matter more than quick departmental rollout.

#6

Asset Panda

SMB

Configurable asset management software for capitalization records, tracking, and lifecycle events.

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

Lifecycle workflow with audit-visible status changes that link requests, approvals, tagging, and disposition in one process.

Asset Panda is capitalization software built to manage fixed asset records from request to disposition, with a workflow focused on approvals, tagging, and lifecycle tracking. The system supports bulk asset intake, scheduled audits, and maintenance of asset attributes used for accounting handoff.

Pros
  • +Workflow approvals track asset status from acquisition through disposition
  • +Bulk import and updates reduce manual re-entry during asset intake
  • +Scheduled audits and assignment changes support ongoing compliance
  • +Integrations help sync asset changes with downstream systems
Cons
  • –Complex custom workflows require governance to avoid inconsistent statuses
  • –Advanced reporting depends on how fields map during onboarding
Use scenarios
  • Inventory and warehouse teams

    Scan-tag items during audits

    Fewer record-location mismatches

  • Safety and warehouse teams

    Manage issued PPE assignments

    More traceable PPE distribution

Show 2 more scenarios
  • Facilities and maintenance teams

    Schedule inspections for assets

    More consistent maintenance execution

    Schedules recurring preventive work against assets, locations, and equipment hierarchies with maintained history.

  • Laboratory operations teams

    Track instrument custody and service

    Clearer location and service history

    Records custody, movement, receiving, and overdue maintenance to improve instrument visibility and availability.

Best for: Fits when accounting teams need approval-led asset lifecycle tracking with audit-ready change visibility.

#7

AssetAccountant

SMB

Cloud fixed asset software for capitalization, depreciation, transfers, and disposals.

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

Capitalization event workflow configuration that ties asset status changes to depreciation and schedule outputs in one repeatable process.

AssetAccountant targets capitalized software accounting workflows with fixed-asset and capitalization-focused processing rather than general accounting spreadsheet tooling. It provides a configurable pipeline for classifying assets, tracking capitalization events, and producing reports for depreciation and related schedules.

Pros
  • +Capitalization-centric workflows reduce rework during asset capitalization events
  • +Report outputs map to fixed-asset and depreciation schedules without manual reshaping
  • +Configuration supports repeatable asset classification and consistent treatment across periods
  • +API-oriented integration helps move asset metadata from accounting and ERP systems
Cons
  • –Governance discipline is required to keep asset attributes consistent over time
  • –Complex capitalization edge cases can require configuration work before scaling
  • –Deep ERP-specific mapping may depend on connector setup and normalization outside the tool
  • –Limited visibility into upstream data quality can lead to downstream cleanup tasks
Use scenarios
  • Finance teams

    Record new capital assets rollforward

    Consistent period rollforward

  • Controllers and accounting teams

    Process disposal and retirements

    Cleaner disposal entries

Show 2 more scenarios
  • Controllers and bookkeepers

    Reconcile asset schedules to ledger

    More consistent reconciliations

    Reviews exported asset schedules against accounting records before posting or period closing.

  • Mid-market finance and tax

    Maintain book and tax depreciation

    Separate depreciation outputs

    Runs separate depreciation outputs for corporate and tax reporting workflows from one asset register base.

Best for: Fits when capitalization and fixed-asset schedules need repeatable processing tied to ERP-driven asset metadata.

#8

Basset Pro

SMB

Fixed asset depreciation and capitalization tracking software for mid-market accounting teams.

7.1/10
Overall
Features7.1/10
Ease of Use7.2/10
Value7.0/10
Standout feature

Rule-based batch case conversion with configurable formatting preservation for large text sets.

Basset Pro focuses on converting and normalizing capitalization in business text, with attention to keeping small formatting rules consistent across large batches. The core workflow centers on case transformation controls such as sentence, title, upper, lower, and mixed-case options, plus configurable delimiter and whitespace handling.

Pros
  • +Batch capitalization rules reduce manual text cleanup effort
  • +Supports multiple casing modes for common business styles
  • +Whitespace and delimiter controls help preserve formatting
  • +Repeatable configuration supports consistent transformations at scale
Cons
  • –Limited evidence of ERP-grade workflow features like document routing
  • –Regex replacement coverage for edge cases is not clearly positioned
  • –No clear native audit log or RBAC controls for shared teams
  • –Transformation rules may require setup discipline to avoid regressions
Use scenarios
  • Document operations teams

    Normalize case across asset notes

    Uniform text formatting

  • Data prep teams

    Standardize capitalization in batch extracts

    Less manual text editing

Show 1 more scenario
  • Content QA teams

    Enforce title or sentence casing

    Fewer formatting defects

    Applies repeatable case transformation settings to reduce inconsistent capitalization in records.

Best for: Fits when teams need repeatable capitalization normalization for documents and text fields before publishing.

#9

Fixed Asset Pro

SMB

Fixed asset management software for capitalization, depreciation, and reporting.

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

Capitalization status tracking tied to asset lifecycle actions, with an audit trail for each change.

Fixed Asset Pro tracks fixed assets with workflows for acquisitions, disposals, and depreciation schedules.

Pros
  • +Built around fixed asset lifecycle events like acquisition, transfer, and disposal
  • +Depreciation configuration supports multiple methods and schedule recalculation
  • +Audit trail records edits and status transitions per asset record
  • +Role-based access limits who can modify capitalization and depreciation fields
Cons
  • –Automation relies more on imports and exports than an application-wide API
  • –Complex capitalization workflows need careful setup of statuses and fields
  • –Reporting depth depends on configurable fields rather than prebuilt ledgers
  • –Data migration from existing asset registers can require field mapping iterations
Use scenarios
  • Asset accounting teams

    Run acquisitions through depreciation schedules

    Up-to-date depreciation tracking

  • Controllers and audit owners

    Review disposal changes with audit trail

    Faster audit evidence

Show 1 more scenario
  • Operations teams

    Maintain capitalization status for assets

    Consistent capitalization state

    Uses capitalization status handling to reflect asset readiness for depreciation and reporting workflows.

Best for: Fits when accounting teams need controlled fixed-asset records with depreciation and capitalization status workflows.

Conclusion

After evaluating 9 capitalized software, Microsoft Dynamics 365 Finance 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
Microsoft Dynamics 365 Finance

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 Capitalized Software

How do SAP S/4HANA Cloud and Oracle Fusion Cloud Financials differ in how accounting entries are produced from operational transactions?
SAP S/4HANA Cloud derives journal entries via embedded subledger accounting across modules like Sales and Distribution and Procurement inside one ERP-native environment. Oracle Fusion Cloud Financials applies configurable accounting rules and journal approval workflows to standardize postings across GL and subledger activity.
Which integration surface is better for finance automation: Microsoft Dynamics 365 Finance APIs or SAP S/4HANA Cloud eventing and supported APIs?
Microsoft Dynamics 365 Finance exposes integration patterns through Microsoft Dataverse, Azure services, and supported APIs to automate accounting operations. SAP S/4HANA Cloud combines supported APIs with eventing and Fiori-based experiences so transactional module changes can trigger accounting outcomes under ERP governance.
When teams need fixed-asset capitalization with disposal events, what workflow differences appear across NetSuite Fixed Assets Management and Fixed Asset CS?
NetSuite Fixed Assets Management ties asset additions, depreciation schedules, and disposal flows directly to NetSuite Financials so postings remain linked to asset transactions. Fixed Asset CS focuses on asset setup and depreciation runs that preserve an audit-friendly, continuous capitalization history through cycles.
What breaks if asset categories and accounting mappings are inconsistent when using Sage Fixed Assets versus Asset Panda?
Sage Fixed Assets depends on asset register accounting mappings aligned to Sage ledger posting paths, so inconsistent mappings can misstate capitalization and depreciation postings. Asset Panda can show audit-visible lifecycle tracking and tagging changes, but incorrect category configuration still leads to downstream accounting handoff errors.
Which tool is designed for governed administration of user access and audit trails across finance entities: Oracle Fusion Cloud Financials or Microsoft Dynamics 365 Finance?
Oracle Fusion Cloud Financials supports enterprise controls such as role-based access, journal approval workflows, and audit-ready reporting structures across multi-entity accounting. Microsoft Dynamics 365 Finance provides provisioning controls, RBAC tied to financial entities, and audit trails tied to configuration changes.
How do AssetAccountant and Fixed Asset Pro handle capitalization event tracking for period-to-period consistency?
AssetAccountant uses a configurable pipeline to classify assets, track capitalization events, and generate depreciation schedules with repeatable handling of capitalization adjustments. Fixed Asset Pro maintains capitalization status tracking tied to each asset lifecycle action and keeps an audit trail for each change.
What is the main tradeoff for teams that choose AssetAccountant over Asset Panda when audit visibility is required?
AssetAccountant emphasizes repeatable processing that ties asset status changes to depreciation and schedule outputs through configured workflows. Asset Panda emphasizes approval-led lifecycle tracking with audit-visible status changes that connect requests, approvals, tagging, and disposition in one flow.
When migrating asset history into a fixed-asset tool, which options are typically more operationally aligned: Sage Fixed Assets or Fixed Asset CS?
Sage Fixed Assets offers file import and data synchronization options so migrated asset history stays aligned to Sage ledgers and governance workflows. Fixed Asset CS is structured around audit-friendly asset histories that remain consistent through asset setup and depreciation runs, which shifts migration effort toward establishing categories and acquisition details for the cycles.
How does Basset Pro fit into ERP and accounting data pipelines compared with capitalization and fixed-asset systems like Fixed Asset CS and NetSuite Fixed Assets Management?
Basset Pro focuses on rule-based case transformation and mixed-case normalization in text-heavy datasets using batch processing with delimiter and whitespace preservation. Fixed Asset CS and NetSuite Fixed Assets Management focus on asset records, depreciation runs, and accounting handoff, so they do not replace capitalization-ready text normalization for document fields.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Capitalized Software

We separate options by how reliably they produce the exact capitalization outcomes you expect, especially across mixed inputs and real workflows. The biggest differences show up in Character handling rules and Conversion preview workflow.

Input character handling rules

Why it matters

Input character handling rules decide whether your capitalized output stays correct when it meets punctuation, accents, symbols, and existing casing. For capitalized software, small handling differences show up immediately in edge-case names and codes.

How to check

Provide a small list with mixed casing, accents, hyphens, apostrophes, and digits (e.g., “müller”, “O’NEIL”, “a-b”, “x9z”). Run the same conversion and compare the exact output characters character-by-character.

Conversion modes coverage

Why it matters

Conversion modes coverage matters because capitalized software often needs more than one casing style for different fields. If the tool misses the style you need, you end up with inconsistent records and extra manual cleanup.

How to check

Ask for examples of the supported modes during the demo, then test on the same sample sentence and title. Confirm whether each mode matches what users expect for common words, acronyms, and mixed-case input.

Word boundaries and delimiter behavior

Why it matters

Word boundaries and delimiter behavior determine whether capitalization respects spaces, underscores, hyphens, dots, and parentheses. This label is where capitalized output can silently diverge from your naming conventions.

How to check

Use inputs that include separators like underscores, hyphens, dots, slashes, and multiple spaces (e.g., “john_doe”, “john-doe”, “john.doe”, “ john doe ”). Verify the tool’s capitalization and whether separators are preserved exactly.

Acronym and initialism policy

Why it matters

Acronym and initialism policy prevents outputs like “Nasa” when you need “NASA” or “Ui” vs “UI.” For capitalized software, this is a key quality lever for product names, teams, and abbreviations.

How to check

Test with a list of acronyms and initialisms in mixed-case form (e.g., “naSa”, “ui”, “iOS”, “mcDonald’s” if available). Ask whether the behavior is rule-based or dictionary-based, and how it handles unknown acronyms.

Preview and batch execution workflow

Why it matters

Preview and batch execution workflow affects whether users can validate results before committing changes. For capitalized software, quick confirmation reduces rework when you run conversions across many records.

How to check

Load a sample dataset and use the preview to compare original vs converted values side-by-side. Then run the batch on that same dataset and confirm the output matches the preview output exactly.

Red flags

  • Output differs between preview and the actual batch run.
  • Your separators or whitespace get altered after conversion.
  • Acronyms come out inconsistently across the same input set.

Fit by situation

  • If your inputs include names with accents and punctuation, prioritize Input character handling rules.
  • If your team needs multiple casing styles per field, prioritize Conversion modes coverage.
  • If you process many records and must verify results before saving, prioritize Preview and batch execution workflow.
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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