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Education LearningTop 10 Best Preschool Software of 2026
Top 10 preschool software roundup for preschool teams, with side-by-side comparisons of features and fit for daily management.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
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Framework: Features 40% · Ease 30% · Value 30%
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Tadpoles is the best preschool tool for centers that want classroom-day reporting tied to each child’s family context because its role-based guardian messaging fits directly inside routine multi-class administration, while Kangarootime is a strong alternative for teams that need secure authorized pickup management connected to daily attendance records.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Tadpoles
Role-based guardian messaging with per-child record context inside routine reporting workflows.
Best for: Fits when centers need classroom-day workflows tied to family records and consistent multi-class administration.
Kangarootime
Editor pickSecure authorized pickup management tied to each child profile and daily attendance records.
Best for: Fits when preschool centers need repeatable rosters, attendance, and family updates across classrooms.
Famly
Editor pickAuthorized pickup and incident workflows are handled inside the same child context used for attendance and communications.
Best for: Fits when preschool teams need child-linked communications and daily attendance workflows without custom development.
Comparison Table
Tadpoles
vertical specialistEarly childhood education platform for daily reports, attendance, and parent communication.
Role-based guardian messaging with per-child record context inside routine reporting workflows.
Tadpoles supports core center workflows like child enrollment, attendance tracking, and classroom rosters that staff use each day. Daily reports and developmental observations can be captured per child and referenced later for learning portfolios and internal review. Secure messaging and guardian portal views keep families aligned on scheduled updates like attendance context and record changes.
A key tradeoff is that setup requires careful mapping of classrooms, schedules, and authorized contacts so attendance and pickup records behave consistently. Tadpoles fits best when staffing teams need a predictable daily rhythm across classrooms, with fewer manual handoffs between admin and room staff.
- +Daily report generation aligned to classroom rosters
- +Guardian portal keeps authorized contacts and family records in sync
- +Secure messaging reduces repeated phone and email updates
- +Multi-site administration supports consistent oversight across locations
- –Attendance accuracy depends on correct schedule and classroom configuration
- –Some specialized workflows need staff discipline to keep documentation consistent
- –Advanced reporting customization requires more admin effort than basic exports
- –Transitioning legacy data can be time-consuming for large cohorts
Center directors
Monitor daily rosters across classrooms
Faster daily oversight
Preschool administrators
Manage enrollments and authorized pickup
Fewer authorization errors
Show 2 more scenarios
Classroom staff
Capture observations and daily documentation
Cleaner learning portfolios
Records developmental observations while referencing the active classroom roster.
Multi-site operators
Run consistent processes across locations
Standardized operations
Applies shared administrative patterns while keeping location-specific classroom structures organized.
Best for: Fits when centers need classroom-day workflows tied to family records and consistent multi-class administration.
Kangarootime
vertical specialistChildcare management platform offering parent communication, billing, and staffing tools.
Secure authorized pickup management tied to each child profile and daily attendance records.
Kangarootime centers on preschool administration software workflows such as child enrollment, classroom rosters, and attendance tracking that feed daily reports. Family records and guardian communication are structured around each child, so staff can keep updates aligned with daily activity and sign-in events. For centers running multiple classrooms under one admin team, daily reports and roster views reduce manual spreadsheet handling.
A tradeoff appears in how much governance is needed to keep family data accurate, especially for pickup authorization changes and roster edits between start dates. Kangarootime fits best when a center can assign staff roles for updating rosters and attendance and when communication should follow a consistent per-family thread.
- +Daily reporting aligns with rosters and attendance without extra spreadsheet steps
- +Family records and guardian communication stay connected to each child profile
- +Authorized pickup workflow reduces reliance on paper sign-in sheets
- +Multi-classroom operations remain consistent for staff scheduling and reporting
- –Roster and pickup authorization updates require disciplined admin workflows
- –Customization for niche state reporting formats can be limited
- –Lesson planning depth may not match programs needing detailed curriculum artifacts
- –Some workflows feel more form-driven than freeform for staff notes
Preschool directors
Track attendance and generate daily reports
Fewer manual attendance summaries
Classroom administrators
Maintain rosters across weeks
Cleaner classroom rosters
Show 2 more scenarios
Family service teams
Coordinate guardian communication
More accurate family messaging
Teams can send family updates tied to the correct child record to reduce misaddressed notes.
Multi-site center ops
Standardize workflows across classrooms
Less cross-site variance
Operations staff can keep attendance and reporting formats consistent across multiple classrooms and locations.
Best for: Fits when preschool centers need repeatable rosters, attendance, and family updates across classrooms.
Famly
vertical specialistChildcare administration software for attendance tracking, invoicing, and parent messaging.
Authorized pickup and incident workflows are handled inside the same child context used for attendance and communications.
Famly centralizes preschool center operations around family records, classroom workflows, and day-to-day attendance and sign-in processes. It adds a guardian communication layer that keeps updates tied to specific children and activities rather than separate inbox threads.
Famly also supports onboarding workflows that help staff manage rosters and handoffs, including authorized pickup and incident documentation. Built for multi-user environments, it focuses on operational consistency across classrooms and daily reporting outputs.
- +Guardian messaging ties communications to specific children and activities
- +Digital sign-in and sign-out flows fit daily arrival and dismissal
- +Structured attendance and daily reporting reduce manual spreadsheet work
- +Multi-classroom setup supports consistent rosters and updates
- –Some governance workflows require more staff training to use correctly
- –Advanced reporting needs stronger configuration than basic day sheets
- –Custom fields and templates can feel limited for unusual center paperwork
- –Integration depth depends heavily on the specific data flow required
Early childhood educators and preschool teams
Log daily routines, meals, naps, incidents
Shared care history and routines
Center staff and after-school teams
Run authorized pickup and dismissal
Clear release documentation
Show 2 more scenarios
Childcare administrators and directors
Manage enrollment, waiting lists, rooms
Fewer manual coordination tasks
Administrators coordinate rosters, recurring sessions, and age-based room transitions with less manual scheduling work.
Educators and childcare administrators
Send child-linked daily updates
Updates matched to each child
Families receive messages, photos, videos, and reports tied to each child and classroom activity.
Best for: Fits when preschool teams need child-linked communications and daily attendance workflows without custom development.
KidKare
vertical specialistChildcare management software for recordkeeping, meal tracking, and parent communication.
Role-based classroom and staff access tied to child rosters helps prevent cross-room data entry errors.
KidKare is a preschool administration solution built around center-wide operations and daily classroom workflows. It covers child enrollment and ongoing family records, with attendance and daily documentation designed for routine early-education reporting.
- +Attendance and daily reports map cleanly to classroom routines
- +Family records stay organized per child and guardian relationship
- +Enrollment and rosters support day-to-day classroom assignment workflows
- +Admin setup groups programs and classrooms for better operational control
- –Multi-site governance needs more disciplined setup to stay consistent
- –Automation depth and workflow triggers are limited compared with heavy-duty systems
- –Extensibility options like custom fields and integrations are not a core strength
- –Developmental observations and learning portfolio workflows can feel basic
Front desk and classroom staff
Verify authorized pickup during check-in
Fewer pickup verification errors
Preschool teachers and administrators
Send child-specific family updates
More organized parent communication
Show 2 more scenarios
Home daycare and center staff
Manage rosters and daily attendance
More consistent attendance records
Handle check-ins, classroom attendance, and end-of-day reconciliation in one routine workflow.
Early education care teams
Record daily care activities and incidents
Complete daily care documentation
Document routine events like schedules, incidents, and medication administration alongside attendance for daily records.
Best for: Fits when a preschool needs classroom-day documentation with straightforward enrollment, roster, and attendance management.
Storypark
vertical specialistEarly childhood education platform for documentation, parent communication, and curriculum planning.
Storypark’s learning portfolio timeline connects staff observations and media into guardian-facing child histories.
Storypark centers on digital learning portfolios and family visibility for early childhood programs. Staff can upload photos, observations, and reflections and organize them into child histories that guardians can review through a dedicated portal.
- +Observation-to-portfolio workflow keeps documentation tied to child narratives
- +Guardian portal supports review of learning records without staff mediation
- +Strong media-based entries for photos and written reflections
- +Clear center-style review of children’s histories across time
- –Limited depth for attendance, sign-in, and operational schedule tracking
- –Less suited to complex enrollment workflows like waitlists and multi-step admissions
- –Automation and integrations for external systems appear limited
- –Data governance controls are not as granular as many admin-first systems
Preschool teachers and staff
Maintain chronological learning portfolios for each child
Consistent records across activities
Preschool curriculum coordinators
Connect observations with learning intentions
Evidence-backed curriculum reflections
Show 2 more scenarios
Childcare directors
Organize waiting interest with portfolios
Better handoffs for families
Providers manage waiting lists and enrollment interest alongside ongoing documentation for smoother transitions.
Educators and families
Coordinate classroom and home learning comments
Continuity between settings
Educators and families add context and media to the same record to keep home and school connected.
Best for: Fits when staff need photo and observation portfolios with structured family sharing for preschool learning.
ICare Software
vertical specialistChildcare management software for billing, attendance, and parent communication.
Student-linked incident and developmental observation records tied to day-to-day attendance workflows.
ICare Software is a preschool administration tool aimed at day-to-day center operations and family-facing workflows. The system centers on child and classroom records, daily attendance capture, and incident and observation logging for staff routines.
- +Centralized child records connected to attendance and classroom rosters
- +Incident and observation logging supports consistent documentation
- +Family-facing communication uses student-linked records
- +Multi-classroom organization supports day-to-day scheduling
- –Limited detail on API and automation endpoints for external integrations
- –Reporting depth may lag centers needing custom state-ready outputs
- –Family communication workflows depend on consistent staff data entry
- –Role permissions granularity for governance is not clearly specified
Preschool directors
Oversee enrollment and multi-classroom rosters
Faster placement and updates
Preschool administrators
Capture daily attendance and sign-ins
Cleaner daily attendance logs
Show 2 more scenarios
Teachers and support staff
Log incidents and daily observations
Better continuity across shifts
Teachers document incidents and observations tied to specific students and classrooms.
Front-desk and family liaisons
Coordinate family communication from records
More consistent parent updates
Family-facing workflows use the same student records to reduce duplicate data entry.
Best for: Fits when a preschool or small center needs structured records and consistent daily documentation.
Lillio (formerly Lillio)
vertical specialistEarly childhood education platform for lesson planning, assessment, and parent communication.
Daily attendance and classroom rosters update together, which reduces mismatches between who is signed in and who appears on classroom reporting.
Lillio (formerly Lillio) handles preschool and early childhood center operations by managing children and family records alongside daily attendance workflows. It supports classroom and staff rosters, plus routine family communication through the parent-facing side of the system.
- +Attendance and daily records align with classroom rosters and staff assignments
- +Family record structure supports ongoing guardian communication and pickup workflows
- +Classroom-level views reduce errors when updating daily enrollment changes
- +Multi-staff access supports center workflows across classrooms
- –Less detailed learning portfolio workflows than systems built for observations-first centers
- –Advanced governance and permissions require careful role planning across sites
- –Lesson planning depth is limited versus tools focused on curriculum authoring
- –API and automation documentation is less visible than in developer-first preschool systems
Preschool educators
Log daily observations, incidents, and medication
More consistent child records
Center directors
Manage rosters tied to enrollment
Fewer manual handoffs
Show 2 more scenarios
Childcare administrators
Generate attendance-linked recurring invoices
Less manual ledger work
Use roster and attendance data tied to enrollment to create recurring invoices and update balances.
Childcare finance staff
Reconcile payments to family accounts
Clearer family account balances
Match receipts to posted transactions and review account history for clearer balances and records.
Best for: Fits when a preschool needs day-to-day attendance, rosters, and family records managed in one workflow.
TeachKloud
vertical specialistEarly years software for child records, observations, planning, attendance, compliance, and family updates.
Digital attendance tied to daily reporting so rosters and day notes stay consistent.
TeachKloud is a preschool software solution focused on day-to-day classroom operations and family-facing workflows. It supports digital attendance and daily reporting so staff can keep rosters current and document what happened each day.
- +Digital attendance and daily reporting reduce manual log keeping
- +Family-facing workflows support consistent updates tied to student records
- +Enrollment and onboarding steps fit common preschool intake processes
- +Classroom roster handling supports routine staffing and tracking needs
- –Limited visibility into complex multi-site governance workflows
- –Automation coverage can feel narrow for advanced admin reporting needs
- –API and integration details are not clearly described for systems connectivity
- –Custom fields and process tailoring appear constrained for unusual workflows
Preschool directors
Coordinate enrollment and classroom assignments
Fewer roster mistakes
Teachers
Record attendance and daily classroom notes
Faster daily documentation
Show 2 more scenarios
Family communication coordinators
Send consistent daily updates to families
More reliable family updates
Use records and communication tools to share routine updates without paper forms.
Preschool admins
Run onboarding workflows for new students
Quicker onboarding completion
Track setup steps during onboarding so new students move into classrooms smoothly.
Best for: Fits when a single preschool needs structured daily reporting and family updates without heavy customization.
Kindyhub
vertical specialistChildcare platform for digital sign-in, attendance, family communication, and child learning records.
Configurable operational setup that aligns enrollment, rosters, and daily attendance workflows for preschool centers.
Kindyhub supports preschool centers with day-to-day administration, including enrollment and child records tied to classroom rosters. It also covers attendance workflows and family communication, with guardian-facing information to reduce manual follow-ups.
- +Attendance and classroom rosters connect without extra manual syncing.
- +Guardian communication workflows reduce separate email and note handling.
- +Enrollment and child records stay organized per center workflow.
- +Multi-classroom operations support consistent daily administration.
- –Extensibility for custom integrations appears limited for complex systems.
- –Role and governance controls feel less granular than some larger deployments.
- –Reporting customization can require repeated manual configuration.
Preschool administrators and intake staff
Transfer enrollment details into classroom rosters
Reduced duplicate entry
Preschool directors and room leaders
Manage rosters, attendance, and daily notes
Centralized daily operations control
Show 2 more scenarios
Early learning educators and curriculum leads
Record learning stories and milestones over time
Improved progress tracking
Educators document observations, milestones, and curriculum objectives for longitudinal learning records.
Child care office and admin staff
Handle routine fee records and reports
Better administrative follow-up
Office teams support fee-related workflows using reconciliation-oriented reporting alongside center records.
Best for: Fits when preschool teams need structured day-to-day administration with guardian communication and reliable rosters.
Sandbox Software
vertical specialistChildcare management system handling attendance, billing, and parent portal access.
Child record continuity ties enrollment details to developmental observations and portfolio artifacts for longitudinal tracking.
Sandbox Software supports core preschool administration workflows like child enrollment processing and attendance tracking for daily operations. Classroom workflows center on rosters and routine documentation that staff can complete during the day rather than at end-of-week. Developmental observations and learning portfolio style artifacts are structured around child records so staff can build continuity across sessions.
- +Enrollment and attendance workflows match daily preschool operations
- +Child record continuity helps keep observations organized over time
- +Classroom rosters support routine teaching documentation
- +Multi-site setup supports repeatable configuration across centers
- –Reporting quality depends on consistent observation entry discipline
- –Some advanced automation needs staff process alignment and configuration
- –Family communication features rely on staff to keep message states current
- –Portfolio depth is limited if observations are captured in a minimal format
Preschool directors
Maintain enrollments and daily rosters
Fewer roster mismatches
Lead teachers
Capture observations during routines
Better documentation continuity
Show 2 more scenarios
Center operators
Track attendance across classrooms
More reliable daily reporting
Staff record attendance through daily workflows tied to classroom rosters and child records.
Multi-site admins
Standardize operations across centers
Lower admin overhead
Admins roll out consistent setups so multi-site rosters and reporting structures remain aligned.
Best for: Fits when preschool teams need end-to-end daily documentation with repeatable multi-site rollout.
Conclusion
After evaluating 10 preschool software, Tadpoles 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 Preschool Software
Preschool software manages classroom-day operations like enrollment records, classroom rosters, and digital sign-in and sign-out while keeping family communication tied to each child profile. This buyer's guide covers Tadpoles, Sandbox Software, Kangarootime, Famly, Lillio, ICare Software, KidKare, Storypark, Kindyhub, and TeachKloud.
Across these tools, standout differentiation shows up in how guardian messaging and daily reporting connect to child records. Some systems also emphasize longitudinal portfolio continuity, while others focus on attendance and authorized pickup workflows tied to routine documentation.
Preschool Software for enrollment, rosters, attendance, and family records
Preschool software centralizes child enrollment and daily operations so staff can maintain classroom rosters, capture attendance, and generate routine daily reports without splitting work across separate tools. Many platforms also connect guardian-facing workflows to the same child records used by staff, so authorized contacts and day-to-day updates stay aligned.
Tadpoles is built around role-based guardian messaging with per-child record context inside daily routine reporting. Sandbox Software emphasizes child record continuity that ties enrollment details to developmental observations and portfolio artifacts for longitudinal tracking.
Preschool Software evaluation features that affect daily operations
Preschool software lives in classroom-day workflows like digital sign-in and sign-out, daily attendance, and day notes that map back to classroom rosters. A tool that keeps those outputs aligned reduces rework when staff move between attendance, reporting, and family communication.
Role-scoped family messaging tied to child records
Tadpoles ties role-based guardian messaging to per-child record context inside daily routine reporting workflows. Famly also connects communications to the same child context used for attendance and activities.
Attendance and classroom roster consistency in day reporting
Lillio updates daily attendance and classroom rosters together to reduce mismatches between signed-in students and classroom reporting. TeachKloud ties digital attendance to daily reporting so rosters and day notes stay consistent.
Longitudinal continuity from enrollment to observations and portfolio artifacts
Sandbox Software ties child record continuity to developmental observations and portfolio artifacts for longitudinal tracking. Storypark turns staff observations and media into a guardian-facing learning portfolio timeline.
Authorized pickup management connected to each child profile
Kangarootime secures authorized pickup management tied to each child profile and daily attendance records. Tadpoles also aligns authorized contacts and child records through its guardian portal and classroom-day reporting.
Enrollment workflow coverage for real intake paths
Sandbox Software handles enrollment and attendance workflows that match daily preschool operations. Storypark is less suited to complex enrollment paths like waitlists and multi-step admissions.
Incident and developmental documentation captured during routine check-ins
ICare Software records incident and developmental observations linked to day-to-day attendance workflows. Famly includes authorized pickup and incident workflows inside the same child context used for attendance and communications.
How to choose Preschool Software by workflow fit and control depth
Start by identifying whether day-to-day staff work should be driven by attendance and classroom rosters or by observations and learning portfolio creation. Systems like Lillio and TeachKloud align attendance directly to daily reporting, while Storypark emphasizes an observation-to-portfolio workflow.
Pick the daily workflow anchor: roster-driven or portfolio-driven documentation
Choose roster-driven tools when daily staff tasks prioritize attendance and classroom rosters with reduced manual reconciliation. Lillio keeps attendance and rosters synchronized, and TeachKloud ties attendance to daily reporting and family updates.
Validate per-child record continuity across enrollment, attendance, and observation artifacts
Choose longitudinal continuity when the organization expects staff to keep developmental context linked to enrollment details over time. Sandbox Software connects enrollment details to developmental observations and portfolio artifacts, while Storypark connects observations and media to guardian-facing learning histories.
Assess authorized pickup workflows and how updates propagate into day reporting
Choose systems where authorized pickup is tied to each child profile and daily attendance. Kangarootime focuses authorized pickup management tied to daily attendance records, and Famly handles authorized pickup inside the same child context used for attendance.
Check governance friction for multi-class and multi-site rollouts
Choose a tool that matches the center’s tolerance for disciplined schedule and documentation processes. Tadpoles requires correct schedule and classroom configuration for attendance accuracy, and Kangarootime requires disciplined admin workflows for roster and pickup authorization updates.
Match reporting depth to state-ready output needs, not only day sheets
Pick tools that deliver enough reporting depth for custom state-ready outputs when reporting requirements are complex. ICare Software can lag centers needing custom state-ready outputs, while Tadpoles emphasizes daily report generation aligned to classroom rosters.
Confirm integration and automation expectations against the product’s automation surface
If external integrations or automation triggers are a requirement, compare how clearly the automation depth covers advanced workflows. ICare Software reports limited detail on API and automation endpoints for external integrations, while other tools in the set emphasize workflow continuity more than advanced automation triggers.
Who Preschool Software fits and what each type of center needs most
Different preschool teams adopt these tools for different pressure points like attendance accuracy, guardian communications, or learning portfolio continuity. The best fit depends on how much the organization wants staff documentation to stay in one per-child record across the full day and across weeks.
Preschools that run classroom-day operations with frequent rosters, attendance, and end-of-day reporting
Lillio and TeachKloud keep attendance and day reporting aligned so signed-in students match classroom rosters with less reconciliation work.
Centers that rely on structured guardian messaging tied to child records
Tadpoles and Famly keep guardian messaging attached to specific child context used for day-to-day operations so authorized contacts stay aligned to each child.
Programs that need longitudinal learning portfolios connected to enrollment and observations
Sandbox Software supports child record continuity that links enrollment details to developmental observations and portfolio artifacts, and Storypark builds a timeline that connects staff observations and media.
Organizations with strict authorized pickup workflows that must tie into daily attendance records
Kangarootime secures authorized pickup management tied to each child profile and daily attendance records, and it reduces extra spreadsheet steps for rosters and attendance.
Small centers that need incident and observation logging without heavy complexity
ICare Software connects centralized child records to attendance, plus incident and observation logging for consistent day-to-day documentation.
Common Preschool Software pitfalls that break daily accuracy
Most failure modes show up when classroom configuration, schedule data, and staff documentation habits diverge from how the tool expects attendance and reporting to be produced. Another frequent issue comes from selecting a portfolio-first system when operational workflows need richer attendance and enrollment capabilities.
Expecting attendance accuracy without verifying classroom configuration and schedule alignment.
Tadpoles states attendance accuracy depends on correct schedule and classroom configuration, so roster and schedule setup should be validated before relying on day reporting.
Choosing a portfolio timeline tool for operational workloads like waitlists and complex intake.
Storypark is less suited to complex enrollment workflows like waitlists and multi-step admissions, so enrollment complexity should be mapped to the tool’s intake workflow early.
Underestimating how observation entry discipline affects reporting quality over time.
Sandbox Software warns that reporting quality depends on consistent observation entry discipline, so documentation workflows should be assigned and practiced before rollout.
Running multi-site rosters and authorized pickup updates without a standardized admin process.
Kangarootime notes that roster and pickup authorization updates require disciplined admin workflows, so update ownership and timing should be defined.
Assuming advanced external integrations and automation depth are covered when only day sheets are needed.
ICare Software reports limited detail on API and automation endpoints for external integrations, so integration and automation requirements should be tested against the available automation surface.
How We Selected and Ranked These Tools
We evaluated Tadpoles, Sandbox Software, Kangarootime, Famly, Lillio, ICare Software, KidKare, Storypark, Kindyhub, and TeachKloud on feature coverage tied to classroom-day workflows, staff documentation practices, and family communication handling. Features carried 40% weight because daily report generation, roster alignment, and child record linkage determine operational throughput.
Ease and value each carried 30% weight because the tools only improve outcomes if staff can use the workflows consistently for attendance, authorized pickup, and incident logging. Tadpoles earned the top rank by combining daily report generation aligned to classroom rosters with role-based guardian messaging that includes per-child record context inside routine reporting workflows.
Frequently Asked Questions About Preschool Software
How do Tadpoles and Sandbox Software connect daily classroom work to family records?
Which preschool software tools support guardian communication tied to each child profile?
When centers need authorized pickup management, how do Kangarootime and Famly handle it?
What breaks if incident reporting is separate from attendance in preschool administration software?
Which tools are better suited to multi-site rollout with repeatable setup for rosters and reporting?
How do Storypark and TeachKloud differ when a center prioritizes portfolios versus daily transactions?
How do admin controls and role access reduce cross-room data mix-ups in classroom management?
Where do developmental observations and learning documentation live across Tadpoles, ICare Software, and Storypark?
What operational tradeoff appears when a tool emphasizes configurable setup over generic management workflows?
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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