GITNUXSOFTWARE ADVICE
Business FinanceTop 10 Best 1099 Preparation Software of 2026
Guide to 1099 preparation software tools for freelancers and tax pros, comparing features, fit, and tradeoffs across common use cases.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Tax1099 is the best fit for small to mid-size payers needing a repeatable 1099 prep workflow with a built-in correction flow that keeps prior context, whereas Sovos 1099 & W-9 suits larger operations with multi-staff governance and correction handling tied to revised payee details.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Tax1099
Built-in correction flow that keeps prior filing context while preparing revised submissions.
Best for: Fits when small to mid-size payers need structured 1099 preparation with correction handling and controlled outputs.
W2/1099 Filer
Editor pickSpreadsheet import with desktop batch preparation, printable recipient copies, and electronic submission in one workflow.
Best for: Fits when payroll offices need desktop batch preparation for recurring W-2 and contractor filings.
TaxBandits
Editor pickCorrection workflow keeps adjustments connected to prior 1099 outputs for faster re-submission cycles.
Best for: Fits when contractor-focused teams need payee collection, matching, and correction workflows without heavy accounting integration.
Comparison Table
Tax1099
SMBWeb-based 1099 e-filing software for businesses and accountants.
Built-in correction flow that keeps prior filing context while preparing revised submissions.
Tax1099 converts contractor pay and W-9 collection data into 1099-ready outputs, with e-file oriented workflows for common nonemployee compensation forms. The product supports recurring payer processes, letting teams manage payees, corrections, and year-over-year preparation from one place.
Tax1099 also provides export and formatting tools that fit multi-system setups where bookkeeping, payroll, and tax filing are not owned by a single vendor. It is designed for users who need controlled submission-ready records and repeatable preparation steps rather than ad hoc spreadsheet handling.
- +Repeatable 1099 preparation workflow for payer teams with ongoing payee lists
- +Correction oriented handling for revised filings without redoing all prior work
- +Clear payee centric data entry path tied to filing outputs
- +Exports and file outputs support multi-tool accounting environments
- –Automation depth is limited when imports require strict field mapping discipline
- –Complex edge cases can require manual review before final transmission
Tax compliance teams
Reissue corrected 1099 records
Updated filing-ready copies
Small business accounting teams
Batch-produce year-end contractor forms
Repeatable year-end workflow
Show 2 more scenarios
Payroll and HR operations
Generate W-2 and W-3 totals
Totals aligned to employees
Map payroll data into wage statements and produce aligned transmittal outputs for employees.
Accounts payable teams
Collect W-9 data for payees
Cleaner recipient data
Capture payee information or enter W-9 details, then build recipient records for later 1099 runs.
Best for: Fits when small to mid-size payers need structured 1099 preparation with correction handling and controlled outputs.
W2/1099 Filer
SMBDesktop-based 1099 and W-2 preparation software from Advanced Micro Solutions.
Spreadsheet import with desktop batch preparation, printable recipient copies, and electronic submission in one workflow.
Small payroll teams can enter payee data directly, import records from spreadsheets, prepare multiple payer files, and produce employee or recipient copies from one installation. W2/1099 Filer also supports electronic submission and printed forms, giving offices a fallback when recipients need paper documents. Its desktop delivery favors repeat annual processing with established internal procedures.
The main tradeoff is limited integration depth compared with cloud products that offer live payroll connectors, browser-based collaboration, or public APIs. W2/1099 Filer fits a payroll office that receives finalized compensation data from accounting software and completes filing as a controlled batch.
The software is most useful for standard employer and contractor reporting rather than specialized brokerage, custodial, or international withholding workflows. Teams needing automated W-9 collection, continuous payee verification, or extensive role-based governance may need adjacent systems.
- +Windows desktop workflow supports repeat annual filing processes
- +Spreadsheet import reduces manual entry for established payroll records
- +Handles W-2 and multiple common 1099 form types
- +Print and electronic filing options support mixed recipient requirements
- –No prominent public API for automated payroll-system provisioning
- –Cloud collaboration and browser access are limited
- –Advanced international and brokerage reporting are not core strengths
Small payroll bureaus
Prepare recurring client filings
Repeatable annual filing process
Contractor-heavy businesses
Report annual nonemployee payments
Fewer manual data entries
Show 1 more scenario
Local employers
Print and submit year-end forms
Centralized filing workstation
Internal administrators manage employee and contractor forms from a Windows workstation with paper and electronic outputs.
Best for: Fits when payroll offices need desktop batch preparation for recurring W-2 and contractor filings.
TaxBandits
SMBIRS-authorized e-filing platform for 1099, W-2, and other information returns.
Correction workflow keeps adjustments connected to prior 1099 outputs for faster re-submission cycles.
TaxBandits is geared toward contractors and small finance teams that need structured 1099 workflows from intake to e-file readiness. It focuses on payee collection, TIN matching, and form generation across common nonemployee income types.
The product also supports corrections by maintaining reworkable filing outputs for subsequent submissions. For teams coordinating many payees, TaxBandits emphasizes configuration for recurring payer processes rather than custom software development.
- +Payee onboarding workflow supports structured W-9 collection and record capture
- +TIN matching workflow helps surface missing or inconsistent payee identifiers
- +Correction-ready outputs keep rework tied to prior filing instances
- +Form setup supports common nonemployee income scenarios without custom coding
- –Automation depth can lag behind enterprise 1099 batching and multi-entity needs
- –State reconciliation workflows require more manual review for edge cases
- –Reporting coverage is narrower than full-accounting suites used for complex books
- –Requires disciplined data import formatting to avoid downstream form issues
Finance operations teams
Handle voids and amended 1099s
Traceable correction cycles
Accounting teams
Run recurring 1099 filing workflows
Repeatable filing process
Show 2 more scenarios
Software product teams
Embed tax filing via API workflow
Tax filing inside workflows
Add preparation, submission, delivery, and status tracking steps into another connected product.
Tax filing operations teams
Fix rejected filings and resubmit
More organized resubmissions
Review rejection information, correct affected return data, and coordinate resubmission for impacted records.
Best for: Fits when contractor-focused teams need payee collection, matching, and correction workflows without heavy accounting integration.
Drake Software
SMBProfessional tax preparation software supporting 1099 and W-2 filing.
Shared client records connect 1099 preparation with Drake Tax and Drake Accounting workflows.
Drake Tax gives preparers a shared client record for entering payer details, recipient information, payment amounts, and federal form data. Its connection with Drake Accounting reduces duplicate entry for firms that keep bookkeeping and tax preparation in the same product family. The workflow suits professional preparers managing multiple client engagements rather than isolated contractor filings.
- +Connects 1099 work with Drake Tax client files
- +Supports recurring payer and recipient data entry
- +Works across tax and accounting workflows
- +Provides print and electronic filing options
- –Desktop deployment limits browser-based collaboration
- –Native API and automation options are limited
- –Setup requires familiarity with Drake's broader tax workflow
Tax preparation firms
Recurring contractor reporting
Fewer duplicate entries
Accounting practices
Bookkeeping-to-tax handoff
More consistent client data
Show 1 more scenario
Small business tax teams
Mixed business filings
Centralized preparation workflow
Staff can handle contractor forms alongside business returns without moving client records between separate applications.
Best for: Fits when tax offices need contractor reporting alongside recurring individual and business return preparation.
Yearli
SMBCloud-based federal and state 1099 and W-2 filing software from Greatland.
Combined W-2 and 1099 preparation lets teams manage employee and contractor reporting in one application.
Yearli combines W-2 and 1099 preparation in one application instead of separating employee and contractor reporting. Users can import payer and recipient data, review form details, deliver recipient copies, and submit filings through its e-file transmission workflow. Federal and state filing coverage makes it suitable for organizations managing multiple jurisdictions.
- +Combines W-2 and 1099 preparation in one filing workflow
- +Supports federal and state filing operations
- +Imports payer and recipient records to reduce manual entry
- +Provides recipient delivery and printable form options
- –Deep payroll integrations may require structured file imports
- –Desktop and online workflows can differ by filing process
- –Advanced teams may want more documented API coverage
Accounting firms
Recurring client filing batches
Faster multi-client processing
Small payroll departments
Annual employee contractor reporting
One reporting workspace
Show 1 more scenario
Multi-state employers
Jurisdiction-specific annual filings
Centralized filing control
Teams can prepare federal and state forms while coordinating recipient delivery across operating locations.
Best for: Fits when accounting and payroll teams manage recurring W-2 and contractor filings across multiple states.
Sovos 1099 & W-9
enterpriseEnterprise tax information reporting platform supporting 1099-INT and all 1099 series forms with e-file and print distribution.
Correction workflow support for contractor 1099 outputs tied to revised payee details.
Sovos 1099 & W-9 is a 1099 preparation workflow built for organizations that must manage payee intake, form generation, and filing outputs under standardized compliance processes. The product focuses on handling payer and payee data cycles for W-9 collection and contractor 1099 creation, including corrections and resubmissions when payee information changes.
- +Strong payer and payee workflow for 1099 generation with correction support
- +Governance controls for multi-staff preparation and output handling
- +Structured intake and output focus for operational consistency
- +Good fit for organizations with repeated annual contractor reporting cycles
- –Higher operational overhead than desktop-first 1099 tools
- –Workflow depth can feel heavy for small payee volumes
- –Integration and automation require deliberate setup with existing systems
- –Admin review steps add time versus manual form generation
finance operations teams
Annual contractor reporting with revisions
Fewer rework loops
tax compliance managers
Controlled staff preparation
Tighter internal control
Show 1 more scenario
systems integration owners
Structured data in and exports out
Less spreadsheet copying
The team connects existing contractor and vendor data into repeatable input and output routines.
Best for: Fits when operations teams need controlled W-9 intake, repeatable 1099 production, and correction handling across staff.
Greatland
SMBBusiness tax reporting software supports 1099 preparation, filing, recipient delivery, and form corrections.
Mismatch-to-correction workflows that route identifier changes back into affected payee records for updated output.
Greatland is a 1099 preparation workflow tool built around gathering payee details, verifying identifiers, and producing filing-ready outputs for contractors managing multiple vendors. It focuses on importing payee and payment data, validating payee records, and generating forms aligned to common contractor reporting needs.
- +Payee verification and mismatch workflows reduce manual rework
- +Import-first setup helps move from spreadsheets into processing quickly
- +Correction-focused flows handle identifier fixes without starting over
- +User access controls support review steps before form generation
- –Limited automation surface compared with products that support deeper API integration
- –Filing configuration depends on setup work rather than guided mapping
- –Form scope breadth is narrower than general-purpose accounting ecosystems
- –Audit trail depth for each payee change is harder to audit at fine granularity
Contractors managing vendors
Validate multi-vendor payee identifiers
Validated payee records
Finance teams
Prepare e-file oriented correction outputs
Controlled correction handling
Show 1 more scenario
Shared-services accounting groups
Run governed review on payee changes
More governed data changes
Apply controlled access and review steps when payee data is updated before form generation.
Best for: Fits when contractor teams need payee-level verification, correction handling, and controlled review before generating 1099 outputs.
99Cloud
SMBCloud-based 1099 preparation and e-filing software.
Correction-centered processing that keeps amended payee data linked to prior prepared outputs during subsequent runs.
99Cloud is a 1099 preparation and payee reporting workspace built around IRS-facing output generation and ongoing filing workflows. It supports bulk payee onboarding with W-9 style collection and records management, then carries those inputs through form preparation and correction handling.
- +Automation for repeat preparation runs across changing payee sets
- +Multi-user processing controls for separating intake and preparation work
- +End-to-end correction workflow for updated payee information
- +Extensible integration points for moving payee and payment data in
- –Admin setup and permissions tuning takes time for large teams
- –Some specialized payer workflows require tighter internal process mapping
- –Payee data checks rely on disciplined intake formatting
- –Complex year-over-year rule changes need careful run management
Multi-user finance teams
Run recurring payee onboarding for 1099s
Faster payee onboarding
Accounts payable operators
Automate 1099 preparation and corrections
Repeatable preparation runs
Show 1 more scenario
Systems integration teams
Pipe payee data into recurring production
Connected data to outputs
Integrate payee and payment data into automated 1099 production workflows with operational controls.
Best for: Fits when accounting teams need recurring 1099 production with correction handling and integration-friendly intake.
Taxaroo
SMBTax practice platform with 1099 filing and client management features.
Payee readiness workflow that links W-9 collection state to filing eligibility and correction cycles.
Taxaroo prepares contractor 1099 filings by turning payee and payment inputs into fillable forms and e-file ready outputs. It centers workflow steps around W-9 collection status, TIN consistency checks, and correction handling when payee details change after submission.
- +W-9 collection workflow ties payee readiness to filing runs
- +Correction workflow supports resubmission when payee data changes
- +Export outputs support downstream recipient delivery and recordkeeping
- +TIN consistency checks reduce avoidable e-file rejections
- –Automation depends on manual data import rather than account-native feeds
- –Limited visibility into multi-entity allocations and consolidated books
- –Less guidance for edge cases like payee role changes mid-year
- –Thin governance tooling for large teams compared with tiered RBAC
Business payers
Prepare bulk 1099 filings with validation
Fewer incomplete recipients
Accounting teams
Correct voided 1099 outputs
Less rework on changes
Show 2 more scenarios
Tax practice managers
Coordinate preparation work across queues
Clear ownership and visibility
Assign preparation tasks, monitor checklist progress, and keep client messages connected to active files.
Small businesses and CPAs
Prepare review-ready return materials
Review-ready package
Guide tax inputs, map information to forms, run diagnostics, and produce materials for CPA handoff.
Best for: Fits when contractor-heavy firms need structured 1099 preparation with payee status control.
Avalara Tax Filing
enterpriseBusiness tax compliance software with electronic 1099 filing capabilities.
Preparation audit trails that record data changes used for generated contractor reporting outputs.
Avalara Tax Filing fits organizations that already rely on Avalara’s tax and compliance workflows and need contractor reporting tied to payer operations. It supports 1099 preparation for common forms used in contractor and royalty contexts, with worksheet-style data entry plus import paths for payee and payment data.
- +Integration-first contractor reporting when Avalara tax data flows are already in place
- +Change tracking supports review workflows during 1099 preparation
- +Form generation covers typical contractor and interest related reporting scenarios
- +Import-based data entry reduces repeated rekeying for payee files
- –Setup work is heavier when payee lists and payment logic are not standardized
- –Some edge-case form variations require manual review before finalizing outputs
- –Reporting preparation feels less plug-and-play for one-off contractors
- –Automation value depends on upstream systems matching Avalara integration patterns
Accounting teams in mid-market firms
Consolidate payee data across departments
Fewer rekeying errors
Finance operations at multi-entity groups
Standardize reporting across subsidiaries
More consistent contractor statements
Show 2 more scenarios
Controllers with integration-heavy stacks
Automate data handoff from systems of record
Faster turnaround before deadlines
Controllers use integrations to push payment and payee details into preparation workflows with less manual cleanup.
Tax compliance teams
Maintain governance for preparation changes
Tighter internal sign-off
Tax compliance teams review and trace edits across preparation steps before generating final outputs.
Best for: Fits when accounting teams need contractor reporting aligned with existing Avalara-driven tax and compliance workflows.
Conclusion
After evaluating 10 1099 preparation software, Tax1099 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.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right 1099 Preparation Software
1099 preparation software manages contractor reporting workflows that range from W-9 collection and payee identifier checks to correction and resubmission cycles for recipient-facing outputs. This buyer’s guide covers Yearli, W2/1099 Filer, Drake Software, 99Cloud, Tax1099, TaxBandits, Avalara, Sovos, Taxaroo, and Greatland as ten practical options for payers and tax teams.
The tools on this list differ in how they handle combined W-2 and 1099 preparation in one workflow, how they connect desktop batch processing to filing outputs, and how they preserve prior preparation context during correction runs. The guide also weighs integration depth, automation surface, and governance controls where those capabilities appear in the day-to-day preparation process.
1099 Preparation Software for nonemployee compensation reporting and correction-ready filing workflows
1099 preparation software turns payer payee inputs into filing-ready 1099 outputs while tracking eligibility, field mapping, and correction cycles across recurring production runs. In Yearli, combined W-2 and 1099 preparation supports recurring operations for accounting and payroll teams handling both employee and contractor reporting.
W2/1099 Filer focuses on a Windows desktop batch workflow that uses spreadsheet import to reduce manual entry, supports printable recipient copies, and packages electronic submission in the same process. For teams that must keep amendments tied to prior outputs, 99Cloud and Tax1099 center correction workflows that maintain correction context during subsequent preparation runs so revised submissions do not start from scratch.
1099 preparation controls that determine correction safety and filing throughput
1099 preparation software has one job that matters operationally: convert payer payee inputs into filing-ready outputs while keeping identifier changes and amendments aligned to prior prepared records. The tools on this list split along workflow shape, with Yearli and Drake Software tied to connected filing operations and with the correction-centered platforms like 99Cloud, Tax1099, TaxBandits, and Sovos designed to preserve prior preparation context during resubmission cycles.
The second job is governance. Systems that separate intake from preparation with multi-user controls, provide correction workflow lineage, and expose an integration surface for automated payee ingestion reduce manual reconciliation when payee sets change between runs.
Combined employee and contractor filing workflows
Yearli combines W-2 and 1099 preparation in one filing workflow so accounting and payroll teams can run recurring submissions without switching tools. This approach contrasts with W2/1099 Filer, which centers on a Windows desktop batch workflow for 1099-related preparation paired to spreadsheet import.
Desktop batch processing with spreadsheet-based intake
W2/1099 Filer uses spreadsheet import to support desktop batch preparation, printable recipient copies, and electronic submission packaging. Drake Software connects 1099 preparation to Drake Tax and Drake Accounting client files, but it limits browser-based collaboration due to its desktop deployment.
Correction workflows that preserve prior preparation context
99Cloud keeps amended payee data linked to prior prepared outputs during subsequent runs so correction cycles do not restart from scratch. Tax1099, TaxBandits, and Sovos also emphasize correction handling that preserves context, while Greatland routes identifier changes back into affected payee records for updated output.
API-driven payee ingestion and mapping controls
Avalara provides API-driven payee ingestion and mapping so integrations can carry validated fields forward for reporting-ready outputs. Greatland and W2/1099 Filer rely more on spreadsheet-first setup and desk-based preparation rather than provisioning validated payee fields through an API.
Payee verification state tied to filing eligibility
Taxaroo links W-9 collection state to filing eligibility and drives correction cycles from that readiness status. TaxBandits focuses on structured W-9 collection and a TIN matching workflow that surfaces missing or inconsistent payee identifiers.
Choose by workflow shape, correction lineage, and automation surface
Start with workflow shape because the list includes both desktop-first batch systems and connected client-file ecosystems. A spreadsheet import workflow fits recurring teams that already maintain payee records in spreadsheets, while shared client records and correction lineage matter for tax offices that run multiple product workflows in parallel.
Then choose for correction safety. Tools that preserve context during amended submissions reduce rework when payee sets change. Finally, evaluate automation surface based on how payee data enters the system, with Avalara positioned around API-driven ingestion and with most desktop or correction-focused tools requiring more operational setup discipline for automated imports.
Match the tool to the operating workflow between intake and filing
If the process runs as desktop batch preparation with spreadsheet import, W2/1099 Filer supports repeatable annual preparation with printable recipient copies and electronic submission packaging. If the process is centered on connected client records across multiple Drake products, Drake Software ties 1099 work to Drake Tax client files.
Select correction lineage requirements based on amendment frequency
If amended payee data must stay linked to prior prepared outputs during subsequent runs, 99Cloud is built around correction-centered processing that preserves lineage. If correction workflows must keep prior filing context while preparing revised submissions, Tax1099 and Sovos both emphasize correction workflows that preserve preparation context.
Decide between API-driven payee automation and import discipline
If internal contractor systems need API-driven payee ingestion and reporting-ready mapping, Avalara supports API-based ingestion and mapping tied to payee verification status. If automation depends on spreadsheet or file-based imports, Taxaroo and Greatland emphasize payee readiness and identifier-change routing but do not center on automated provisioning.
Pick the governance model when multiple users touch intake and preparation
If team separation between intake and preparation matters, 99Cloud provides multi-user processing controls designed to separate workstreams. If the team runs repeated payer and recipient data entry with connected records, Drake Software uses shared client records to organize recurring operations.
Choose how payee verification state affects eligibility and resubmission
If W-9 readiness must gate whether payees enter filing runs, Taxaroo ties W-9 collection workflow state to filing eligibility and then drives correction cycles. If payee onboarding must surface missing or inconsistent identifiers early, TaxBandits pairs structured W-9 collection with a TIN matching workflow.
Who should use which 1099 preparation workflow
Buyers should choose based on how payee data is collected and how often corrections happen after initial preparation. The top tools on this list diverge in whether they prioritize combined W-2 and 1099 operations, spreadsheet-first desktop batches, or correction lineage across resubmission cycles.
Teams that need automation surface for validated payee ingestion should evaluate Avalara. Teams that need correction context preservation for amended payee sets should prioritize 99Cloud, Tax1099, TaxBandits, or Sovos.
Accounting and payroll teams running recurring W-2 and 1099 submissions
Yearli fits teams that manage both employee and contractor reporting in one filing workflow with support for federal and state filing operations.
Payroll offices that already run batch preparation from spreadsheet records
W2/1099 Filer supports a Windows desktop batch workflow driven by spreadsheet import and produces printable recipient copies with electronic submission packaging.
Tax offices that run multiple Drake workflows and want shared client records
Drake Software connects 1099 preparation with Drake Tax client files so the same payer context stays with the connected client record set.
Accounting teams that must preserve amended payee linkage across correction runs
99Cloud keeps amended payee data linked to prior prepared outputs during subsequent correction processing to reduce rework during resubmission cycles.
Contractor-heavy firms that need W-9 readiness to gate filing eligibility
Taxaroo ties W-9 collection workflow state to filing eligibility and then manages correction cycles when payee readiness changes.
Common 1099 preparation mistakes that create correction rework
Many teams discover problems only after a first submission when corrected records fail to map cleanly back to the prior prepared outputs. The most avoidable errors come from picking a workflow shape that conflicts with how payee data is maintained and from underestimating governance overhead for multi-user preparation.
Correction safety depends on preserving context and on routing identifier changes to affected payee records, which several tools implement directly while others require tighter internal process mapping.
Choosing a desktop spreadsheet batch workflow without a plan for multi-run correction lineage
If amended payee data must stay linked to prior outputs, use 99Cloud or Tax1099 rather than assuming spreadsheet batch preparation will preserve correction context across runs.
Underestimating admin setup and permissions tuning for multi-user production
99Cloud includes multi-user processing controls for separating intake from preparation, and large teams should plan time for permissions tuning to avoid bottlenecks.
Assuming an import-first workflow will work like API-driven validation
Avalara positions payee ingestion around API-driven mapping with verification status carry-forward, while Taxaroo and Greatland rely more on manual or import-led data movement.
Routing identifier changes without updating affected payee records in the same preparation lineage
Greatland explicitly routes mismatch-to-correction identifier changes back into affected payee records for updated output, which reduces manual hunting when TIN identifiers change.
How We Selected and Ranked These Tools
We evaluated how each 1099 preparation software turns payer payee inputs into filing-ready outputs while handling correction and resubmission cycles across recurring runs. Features accounted for 40% of scoring, and ease and value each accounted for 30% to reflect how teams execute annual and amended workflows in practice.
Yearli placed first because it combines W-2 and 1099 preparation in one filing workflow and supports both federal and state filing operations for recurring team processes. We also compared integration depth and automation surface where products provide public APIs or connected client-file workflows, since those capabilities determine how validated payee data carries forward into the preparation steps.
Frequently Asked Questions About 1099 Preparation Software
Which 1099 preparation software fits teams that also file W-2 forms?
When does desktop software make more sense than a browser-based 1099 workflow?
How do API and integration capabilities differ among 1099 preparation tools?
What data should teams migrate before starting a 1099 filing run?
How do access controls and audit records vary across 1099 software?
What breaks if a payee changes an identifier after a 1099 has been submitted?
Which tools best support contractor-heavy workflows with W-9 collection and identifier checks?
Where does a combined tax-office workflow fall short compared with an integration-focused platform?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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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