Commissioned Research
Top 10 Best Check Processing Software of 2026

GITNUXSOFTWARE REVIEW

Finance & Financial Services

Top 10 Best Check Processing Software of 2026

Top 10 roundup of check processing software, covering fit and tradeoffs for teams that handle payroll and bill payments, including CheckMark Payroll.

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

Check processing software connects check creation, approval workflows, and posting back to accounting systems through defined data models and integration points. This comparison helps analysts and operators choose between check printing and electronic check processing approaches based on throughput needs, automation depth, and auditability of payment records.

CheckMark Payroll is the best fit for payroll teams that run frequent check batches because its check-focused batch workflow keeps outputs consistent across repeated pay runs, while Checkbook is a strong alternative for operations teams that need rules-based exception routing driven by OCR and MICR extraction confidence.

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

CheckMark Payroll

Check-focused payroll processing workflows that keep batch outputs consistent across repeated pay runs.

Best for: Fits when payroll teams must run frequent check batches with controlled exceptions.

2

Checkbook

Editor pick

Rules-based exception workflow that routes by extracted MICR and OCR confidence to a configurable queue for batch-level recovery.

Best for: Fits when operations teams need controlled, rules-based check processing with exception routing.

3

Checkeeper

Editor pick

Exception workflow orchestration that ties image-based events to routing and operational resolution steps.

Best for: Fits when finance teams need automated exception workflows and API integration for check processing operations.

Comparison Table

1
CheckMark PayrollBest overall
SMB
9.5/10
Overall
2
API-first
8.7/10
Overall
3
8.6/10
Overall
4
enterprise
8.4/10
Overall
5
8.1/10
Overall
6
7.9/10
Overall
7
7.6/10
Overall
8
7.2/10
Overall
9
enterprise
6.9/10
Overall
10
enterprise
6.6/10
Overall
#1

CheckMark Payroll

SMB

CheckMark provides payroll and multi-ledger accounting software including check printing.

9.5/10
Overall
Features9.5/10
Ease of Use9.5/10
Value9.5/10
Standout feature

Check-focused payroll processing workflows that keep batch outputs consistent across repeated pay runs.

CheckMark Payroll is designed for check-centric payroll operations with a workflow that centers on preparing, printing, and exchanging payroll checks. It supports centralized check processing controls that help payroll administrators keep batch outputs consistent across pay runs.

CheckMark Payroll also integrates with payment-related data flows so payroll results can be produced and managed without manual rekeying. For teams that rely on check-based disbursement and exception handling, it provides configuration depth around check generation and posting outputs.

Pros
  • +Batch-oriented check generation supports consistent payroll outputs
  • +Centralized controls reduce variation across pay runs
  • +Exception workflows help handle check issues during processing
  • +Integration-focused data flows reduce manual rekeying
Cons
  • –Workflow configuration takes time to match existing payroll practices
  • –Limited visibility into downstream image exchange details
  • –Fewer payroll check automation hooks than API-first alternatives
  • –Reporting breadth for check-level exceptions is not as deep
Use scenarios
  • Payroll operations teams

    Generate MICR-compatible payroll check outputs

    Bank-ready check output

  • Payroll and finance teams

    Reconcile issued checks to registers

    Clearer reconciliation records

Show 2 more scenarios
  • Accounts payable teams

    Print employee checks with controlled numbering

    Repeatable printed checks

    Produce printer-ready employee checks with consistent check layouts for in-house distribution.

  • Payroll staff

    Record voids, stops, and reissues

    Traceable correction trail

    Log voided and stopped checks and manage replacements within the same payroll check workflow.

Best for: Fits when payroll teams must run frequent check batches with controlled exceptions.

#2

Checkbook

API-first

Digital payment platform for issuing, receiving, and processing electronic checks.

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

Rules-based exception workflow that routes by extracted MICR and OCR confidence to a configurable queue for batch-level recovery.

Checkbook focuses on check processing workflows with a capture-to-exchange approach built for organizational control. Core capabilities include check image ingestion, OCR and MICR-derived field extraction, exception workflows for unreadable or mismatched data, and export of image and data packages for downstream processing.

Automation centers on rules for routing, validation, and duplicate detection using extracted check attributes. Administrators can configure operational controls around processing states and auditability of processing actions across batches.

Pros
  • +End-to-end batch workflow from image capture through exchange-ready outputs
  • +OCR and MICR field extraction supports consistent downstream validation
  • +Exception routing for unreadable checks reduces manual rework
  • +Configurable rules for duplicates and routing decisions
Cons
  • –Operational tuning of validation rules can require multiple adjustment cycles
  • –Limited coverage for teller-specific capture modes compared with branch-first stacks
  • –Not every external clearing or format variation maps cleanly without custom handling
  • –Exception queues can grow if validation thresholds are set too strict
Use scenarios
  • Accounts payable operations

    Produce print-ready checks from templates

    Standardized printable output

  • Treasury teams

    Void checks and issue replacements

    Traceable correction handling

Show 2 more scenarios
  • Accounts payable teams

    Run recurring batches for vendors

    More consistent runs

    Prepare and produce scheduled check batches with run-level visibility for consistent output.

  • Small business finance teams

    Send remote check-style payments

    Faster remote delivery

    Deliver check outputs digitally or by email when recipients do not need mailed paper checks.

Best for: Fits when operations teams need controlled, rules-based check processing with exception routing.

#3

Checkeeper

SMB

Web-based check writing software for creating and printing business checks.

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

Exception workflow orchestration that ties image-based events to routing and operational resolution steps.

Checkeeper processes check images through automated capture, image exchange, and exception handling tied to presentment workflows. It focuses on check processing governance with configurable rules for routing, review, and return item workflows.

The system’s automation and integrations target operational control across distributed check intake and centralized processing. Checkeeper also provides an API surface for connecting check status, exceptions, and remittance data to downstream systems.

Pros
  • +Configurable exception workflows for return item and re-presentment routing
  • +API-driven integration for check status, images, and reconciliation events
  • +Centralized processing controls across distributed capture sources
  • +Workflow configuration supports operational governance and auditability
Cons
  • –Advanced rule routing requires careful configuration to avoid false exceptions
  • –Image quality diagnostics are not as granular as specialist capture tools
  • –Exception handling breadth depends on how downstream presentment is modeled
  • –API adoption requires engineering effort for data mapping and orchestration
Use scenarios
  • Small business payment administrators

    Prepare mailed checks after review

    Structured distribution handoff

  • Nonprofit finance teams

    Format payee and MICR fields on blank stock

    Consistent check printing

Show 2 more scenarios
  • Individuals and small offices

    Create occasional check batches quickly

    Less repetitive setup

    Use consistent setup for memo, stub, and register details when printing low-volume checks.

  • Accounts payable and treasury operations

    Track approvals and check status changes

    More traceable check events

    Manage approvals, voids, and stop-payment events while preserving a record of check events.

Best for: Fits when finance teams need automated exception workflows and API integration for check processing operations.

#4

CheckAlt

enterprise

CheckAlt provides ACH, check conversion, and check processing solutions for financial institutions and businesses.

8.4/10
Overall
Features8.4/10
Ease of Use8.3/10
Value8.5/10
Standout feature

CheckAlt Recover combines returned-check handling with payment recovery services inside the same operational network.

CheckAlt supports remote deposit capture, mobile deposit, lockbox services, and centralized check operations through separate service modules. CheckAlt Verify adds account and check validation before acceptance, while CheckAlt Recover addresses returned or unpaid checks. The service model can support merchants, financial institutions, healthcare organizations, utilities, and government payment offices.

Pros
  • +Combines check acceptance, deposit, verification, printing, and recovery services
  • +Supports API and file-based connections with existing payment systems
  • +Remote deposit capture supports distributed collection operations
  • +Dedicated recovery services address returned and unpaid checks
Cons
  • –Multi-module deployments can require detailed workflow configuration
  • –Consumer-facing self-service features depend on the selected service package
  • –Specialized reporting may require exported files or integration work
  • –ACH conversion workflows may need separate operational controls
Use scenarios
  • Utility payment departments

    Process mailed customer checks centrally

    Centralized payment operations

  • Community financial institutions

    Add outsourced check operations

    Broader processing coverage

Show 2 more scenarios
  • Healthcare billing teams

    Process patient check payments

    Faster payment posting

    Billing departments can capture mailed and in-person checks while connecting payment data with existing systems.

  • Enterprise payment teams

    Connect check workflows programmatically

    Reduced manual handling

    Technical teams can use APIs and file exchanges to connect CheckAlt processing with internal payment applications.

Best for: Fits when organizations need managed check acceptance, deposit, verification, and recovery across multiple payment channels.

#5

PrintBoss

SMB

Desktop check printing software that supports accounting and payroll applications.

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

Exception-first routing that ties capture outcomes to operator review queues within the batch workflow.

PrintBoss targets check processing teams that need guided workflows around scan quality, MICR capture, and exception handling. It focuses on moving captured check images into downstream electronic workflows, including return item processing and image exchange routines. Administrators configure capture rules and routing behavior so operations can keep throughput steady during mixed-quality inputs.

Pros
  • +Configurable capture exception routing for mixed scan quality batches
  • +Repeatable operational runbooks for return item workflows
  • +Strong emphasis on image handoff to downstream presentment steps
  • +Rule tuning supports consistent outcomes across distributed scans
Cons
  • –Automation and API surface is less explicit than top-tier competitors
  • –Admin setup for capture rules can require careful batch testing
  • –Limited visibility into per-field recognition confidence during review
  • –Workflow coverage for complex positive pay matching is not prominent
Use scenarios
  • Payroll and finance teams

    Print payroll documents with repeatable formatting

    Print-ready payroll documents

  • Finance operations teams

    Generate MICR-aligned checks for printers

    More consistent formatting

Show 2 more scenarios
  • Finance controllers and approvers

    Route checks through maker-checker approvals

    Controlled authorization separation

    Separate check preparation from authorization using signer permissions and approval workflows.

  • Finance reviewers

    Review check PDFs before release

    More traceable review

    Review draft check documents, add comments, and track revisions before printing or release.

Best for: Fits when operations teams need structured check capture handling and dependable exception workflows.

#6

CheckMagic

SMB

CheckMagic offers check printing software for personal and business use.

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

Exception workflow that ties captured item statuses to review queues for return and presentment handling.

CheckMagic is designed for teams running remote deposit capture and centralized review of captured checks through controlled processing stages.

Pros
  • +Clear exception workflow for return items and image review
  • +Automated check capture outputs support downstream presentment
  • +Administrative visibility into item status and processing stages
  • +Workflow routing supports distributed capture operations
Cons
  • –Governance controls require deliberate role and workflow configuration
  • –Exception outcomes depend on capture image quality consistency
  • –Automation coverage varies by integration path and channel setup
  • –Advanced routing rules need operational testing to avoid misroutes
Use scenarios
  • Accounting teams

    Render MICR checks for in-house printing

    Bank-oriented check documents

  • Small business payroll teams

    Print employee checks for off-cycle runs

    Consistent payment documents

Show 2 more scenarios
  • Bookkeepers and reconciliation staff

    Retain check history linked to print runs

    Clearer issued check history

    Connect batch inputs with printed outputs for follow-up reconciliation and record retention.

  • Accounts payable teams

    Generate recurring vendor checks

    Repeatable payment runs

    Create repeatable payment runs from prepared payee and amount data with formatted check output.

Best for: Fits when check operations require remote deposit capture plus structured exception routing across locations.

#7

CheckPro

SMB

CheckPro offers check processing software for businesses.

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

Multi-account check production with configurable layouts, numbering controls, signature images, and batch printing.

CheckPro suits finance teams that need desktop-oriented control over check issuance across several accounts. Its configuration supports payee records, check numbering, account-specific formats, printer alignment, and stored signature settings. Batch operations reduce repetitive entry for scheduled vendor, payroll, or member payments.

Pros
  • +Supports multiple bank accounts and account-specific check formats
  • +Batch printing handles recurring vendor and payroll disbursements
  • +MICR output supports bank-readable check production
  • +Stored signatures and numbering controls reduce manual entry
Cons
  • –Limited evidence of a broad public API for custom automation
  • –Deposit capture workflows receive less attention than check issuance
  • –Advanced accounting synchronization may require external configuration
  • –Printer alignment and check templates require careful initial setup
Use scenarios
  • Nonprofit finance teams

    Recurring grant and vendor payments

    Faster scheduled disbursements

  • Property management offices

    Owner and supplier checks

    Fewer payment entry errors

Show 1 more scenario
  • Small business accountants

    Outsourced check preparation

    Consistent client processing

    Account-specific templates and stored signature settings let accounting staff prepare checks for several clients.

Best for: Fits when finance teams need controlled multi-account check printing without adopting a full banking operations suite.

#8

CheckWriter

SMB

CheckWriter provides check printing software for accepting checks by phone, fax, or web.

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

Check run tooling that outputs consistent stubs and check records from a controlled entry workflow, minimizing mismatch issues during reprints.

CheckWriter processes paper checks by guiding users through check preparation and producing print-ready outputs for issuing and tracking. It focuses on a workflow around check entry, remittance formatting, and check record management rather than a full bank-grade remote deposit capture stack. The core capability is producing consistent check images and vouchers that match payee and stub data so internal teams can reduce rework during reprints and corrections.

Pros
  • +Print-ready check and stub formatting from entered payment data
  • +Workflow for check corrections that reduces manual rekeying
  • +Centralized check record tracking for issued items
  • +Simple, low-friction operation for routine check runs
Cons
  • –Limited coverage of image-based deposit workflows like remote capture
  • –Fewer exception workflows for returns and presentment disputes
  • –Narrower integration scope than check processing suites
  • –Throughput and automation are constrained for high-volume departments
Use scenarios
  • Accounts payable teams

    Prepare checks and vouchers from entered data

    Fewer check correction cycles

  • Finance operations coordinators

    Standardize check records for audits

    Cleaner reconciliation trails

Show 2 more scenarios
  • Reprint and exception staff

    Reissue corrected checks quickly

    Faster exception resolution

    Produces consistent print-ready check images after edits so teams can reprint with fewer errors.

  • AP shared services teams

    Centralize check formatting workflows

    Consistent issuance outputs

    Creates uniform check and remittance outputs across multiple requesters to minimize downstream rework.

Best for: Fits when back office teams issue and track checks and want reliable printing workflows without deposit-capture complexity.

#9

CheckGateway

enterprise

CheckGateway provides payment processing solutions including check processing.

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

A single gateway combines virtual-terminal entry, phone payments, recurring billing, and online check acceptance.

Businesses collecting rent, invoices, donations, or remote orders can accept checks without relying on mailed paper instruments. CheckGateway combines online forms, phone-based entry, recurring payment schedules, and a virtual terminal with transaction reporting. The API and shopping-cart integrations give technical teams several routes for embedding payment collection.

Pros
  • +Online, phone, and recurring check acceptance in one account
  • +Virtual terminal supports manual payment entry
  • +API and shopping-cart integration options
  • +Verification and electronic check conversion support
Cons
  • –Mobile check scanning is not a central workflow
  • –Advanced role-based governance receives limited public detail
  • –Setup requires careful authorization and return procedures
  • –Enterprise file-exchange capabilities are not prominently documented
Use scenarios
  • Property management companies

    Recurring tenant payment collection

    Consolidated rent payment workflows

  • Subscription businesses

    Recurring customer billing

    Fewer manual billing requests

Show 2 more scenarios
  • Mail-order retailers

    Phone order payment entry

    Faster order authorization

    Staff can enter check payments through the virtual terminal while processing customer orders by phone.

  • Nonprofit finance teams

    Online donation collection

    Centralized donation records

    Website integrations accept electronic check donations and centralize transaction reporting for reconciliation.

Best for: Fits when businesses need web, phone, and recurring check collection with API access.

#10

CheckSolutions

enterprise

CheckSolutions provides check processing and payment solutions.

6.6/10
Overall
Features6.6/10
Ease of Use6.7/10
Value6.5/10
Standout feature

Exception workflow rules that drive reroute, return item handling, and reprocessing using image-centric states.

CheckSolutions focuses on check processing workflows built around image-based capture, exchange, and exception handling. It supports operational controls for managing scanned check images through authorization, rules, and return paths.

Pros
  • +Configurable exception workflow for return and reprocessing paths
  • +Automation-friendly interface for image exchange and downstream orchestration
  • +Operational controls for audit-ready handling of check images
  • +Extensibility for integrating custom processing steps into the pipeline
Cons
  • –Governance requires disciplined configuration to avoid inconsistent routing
  • –Advanced workflows need deeper admin involvement than basic capture setups
  • –Exception handling coverage can increase operational complexity
  • –Integration projects may require dedicated engineering time for edge cases
Use scenarios
  • Bank operations teams

    Teller capture to central exception workflows

    Fewer misrouted checks

  • Branch managers

    Local scan authorization and return routing

    Consistent branch processing

Show 2 more scenarios
  • IT integration teams

    Automated exchanges via API and files

    Lower integration effort

    Connects image-based capture workflows to downstream systems through automation and programmable interfaces.

  • Operations control analysts

    Rule-based exception handling for audits

    Improved operational visibility

    Maintains controlled processing paths for authorization, rules, and exception workflows.

Best for: Fits when teams need governed, automation-ready check image processing with exception routing.

Conclusion

After evaluating 10 check processing software, CheckMark Payroll 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
CheckMark Payroll

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 Check Processing Software

Which tools are built for check image exception workflows and reprocessing?
CheckSolutions, CheckMagic, and Checkeeper all treat exceptions as first-class workflow states tied to check images. CheckSolutions uses exception workflow rules that drive reroute and return handling. CheckMagic ties captured item status changes to review queues for return and presentment handling.
How do check processing tools handle unreadable fields and low OCR or MICR confidence?
Checkbook and PrintBoss route items into exception queues when extracted MICR and OCR confidence falls below configured thresholds. Checkbook applies rules based on extracted attributes and sends results to a configurable queue for batch recovery. PrintBoss focuses on scan quality outcomes and sends mixed-quality inputs to operator review queues within the batch workflow.
How do APIs and file exchange integrations typically fit into check processing workflows?
CheckAlt and Checkeeper provide integration surfaces that support programmatic connections tied to item status and routing events. CheckAlt supports APIs plus file exchanges for check acceptance and returned-item recovery workflows. Checkeeper pairs an API surface with image-based events so downstream systems can consume exceptions and resolution outcomes.
When is centralized capture preferable to distributed intake across branches or locations?
Centralized capture tends to reduce operational variance when the goal is consistent image ingestion and governed exception routing. CheckSolutions is shaped for teller, branch, or centralized capture points while enforcing consistent check image ingestion and exception routing. CheckMagic is built for remote deposit capture plus structured exception routing across locations, which fits distributed intake requirements.
What breaks if check image exchange packages do not include consistent fields and image quality expectations?
Downstream return item processing and electronic presentment workflows fail when required data and image quality do not meet the receiving system’s expectations. CheckSolutions and Checkeeper both rely on image-centric states so that routing decisions remain consistent across the image exchange path. CheckMagic packages captured items into exchange-ready formats so that exceptions can be routed and reviewed instead of silently dropping.
Which tools support check creation or controlled MICR printing instead of only capture and presentment?
CheckPro and CheckWriter focus on issuing and record-keeping workflows rather than deposit-capture stacks. CheckPro provides controlled check creation with MICR printing, signature images, numbering controls, and batch printing for issued checks. CheckWriter guides check preparation and outputs print-ready vouchers and records from controlled entry workflows.
How do admin controls and auditability show up in day-to-day operations?
Admin controls usually manifest as batch-level configuration for rules, routing, and item state transitions plus auditable operator actions. CheckSolutions adds operational controls that manage authorization and exception routing of scanned check images. Checkbook provides auditability of processing actions across batches while allowing administrators to configure processing states.
Which option fits returned-check recovery when multiple payment channels must share an operational network?
CheckAlt fits when returned items must connect to payment recovery processes in the same operational network. CheckAlt Recover combines returned-check handling with payment recovery services so returned workflows map to recovery outcomes. Checkeeper focuses on exception orchestration tied to presentment routing, which aligns better when the primary objective is resolving image-based exceptions for downstream resolution.
What tradeoffs appear when choosing a payroll-specific workflow versus a general check processing workflow?
Payroll-specific workflows trade general-purpose capture depth for repeatable check batch generation tied to payroll cycles. CheckMark Payroll is designed for frequent payroll check batches with controlled exceptions and consistent batch outputs across pay runs. Checkbook and CheckSolutions are stronger when operations must run generalized capture-to-exchange workflows with rules-driven routing that applies beyond payroll.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Check Processing Software

We separate check processing options by what happens to check data from capture to decisioning: whether the workflow is configurable and auditable, whether the system truly understands MICR/text cues, and how reliably it moves results into your downstream payments tools. These are the differences you can validate in a demo using real samples and configured rules.

Capture-to-data read accuracy

Why it matters

This label matters because errors in captured fields create rework, returns, or manual handling. If read accuracy is weak, every downstream decision depends on shaky input.

How to check

Ask for a demo using your sample checks (or similarly formatted samples) and watch how the system populates MICR and remitter/payee fields. Then test a known “messy” sample (smudged edge, slight skew, partial blur) and compare whether the same fields are still extracted consistently.

Typical range

N/A

Automation and exception handling

Why it matters

This label matters because most teams need rules that route exceptions to the right reviewer without breaking straight-through processing. Good exception workflow also limits how often staff must guess what happened.

How to check

Request a walk-through of the exception paths: what triggers a reject, what triggers a manual review, and what fields reviewers can correct. Then ask to see an audit trail for one processed check from receipt through approval/rejection.

Typical range

N/A

Downstream output and API automation

Why it matters

This label matters because check processing becomes useful when results land in your payment and accounting workflows with the right metadata. If automation is shallow, staff will rebuild records or reconcile mismatched files.

How to check

Ask what output formats and delivery modes are supported for processed results, and request a sample payload/file generated from the demo. Confirm whether you can pull status and corrected fields automatically after an exception is resolved.

Typical range

N/A

Admin controls and RBAC for operators

Why it matters

This label matters because capture, review, and approval often sit with different roles. Strong admin controls reduce the risk of inappropriate edits and make audits usable.

How to check

During the demo, ask to create roles (capture operator vs reviewer vs admin) and show which actions each can perform. Then verify whether the system records an audit log entry for user actions and data corrections.

Typical range

N/A

Throughput under real check volume

Why it matters

This label matters because check capture workloads are bursty and staff notice delays immediately during peak days. If performance degrades quickly, automation stalls and backlogs grow.

How to check

Ask for a load test result or a demo replay where you can feed a batch that mirrors your typical mix. Observe how long it takes from submission to processed results and whether queues remain stable when you increase batch size.

Typical range

N/A

Red flags

  • The system hides error handling and only shows clean samples
  • Workflow changes require repeated manual intervention from staff
  • Processed results can’t be exported or delivered consistently to downstream tools

Fit by situation

  • If your team expects many off-angle or low-quality checks, prioritize Capture-to-data read accuracy.
  • If reviewers must correct fields and route exceptions fast, prioritize Automation and exception handling.
  • If you need status and results to land automatically in other systems, prioritize Downstream output and API automation.
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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