GITNUXSOFTWARE REVIEW
Art DesignTop 10 Best Online Image Gallery Software of 2026
Top 10 roundup comparing online image gallery software for hosting, browsing, and sharing photos, with Pic-Time and other options mapped for teams.
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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Pic-Time is the best pick for small teams needing quickly updated online galleries with controlled partner and client download access because its sharing is granular per gallery while PhotoShelter is the better alternative for studios that want a managed client delivery workflow tied to asset libraries since access-controlled galleries and watermarking fit editorial work.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Pic-Time
Configurable gallery sharing with granular download access per gallery for partner and client reviews.
Best for: Fits when teams need quickly updated online photo galleries with controlled partner access and low build effort.
PhotoPrism
Editor pickMetadata-centric ingestion with face and location features derived from embedded photo fields.
Best for: Fits when teams need automated photo indexing and a self-hosted gallery for fast browsing.
PhotoShelter
Editor pickClient delivery workflow with access-controlled galleries tied to asset libraries and watermarking options.
Best for: Fits when studios and creative teams need managed client galleries and controlled asset sharing.
Comparison Table
Pic-Time
SMBOnline gallery platform with AI-powered album design, client proofing, and print store integration.
Configurable gallery sharing with granular download access per gallery for partner and client reviews.
Pic-Time targets media teams that publish collections to the web and keep a consistent gallery layout across updates. It supports album hierarchies, tagging for search and filtering, and configurable gallery pages with lightbox-style viewing. Embedding lets galleries render inside other web pages without building a custom gallery front end.
A practical tradeoff is that governance depth and automation surface are less extensive than DAM-grade platforms for large-scale ingestion pipelines. Pic-Time fits best when teams run ongoing photo shoots with controlled sets of images and need fast updates to public or partner galleries.
- +Gallery embedding supports fast external publishing without custom UI development
- +Album and folder hierarchy keeps repeated campaign collections organized
- +Access control per gallery supports partner-only viewing and download restrictions
- +Tag-based browsing supports quick retrieval during review cycles
- –Automation and integration breadth lag behind DAM tools for large pipelines
- –Advanced DAM metadata workflows are limited compared with document-ready repositories
Wedding photography studios
Publish client proof galleries quickly
Faster approvals and fewer manual links
Marketing ops teams
Distribute campaign image sets
Consistent rollout across web pages
Show 2 more scenarios
Event photographers
Host attendee photo galleries
Lower support for access issues
Organize photos by events and collections and restrict access to reduce public exposure.
Agency creative teams
Review work with external clients
Controlled review workflows
Share embeddable galleries for client review and manage downloads per gallery to protect work-in-progress.
Best for: Fits when teams need quickly updated online photo galleries with controlled partner access and low build effort.
PhotoPrism
SMBSelf-hosted AI-powered photo gallery application with face recognition, object detection, and map view.
Metadata-centric ingestion with face and location features derived from embedded photo fields.
PhotoPrism ingests photo folders and generates a browsable gallery with thumbnails, cached previews, and a lightbox-style viewer for high-volume navigation. Metadata extraction supports EXIF and other embedded fields, which feeds face and location features plus filtering by stored tags and ratings. The data model is centered on local media records that map to source files, so reindexing updates the gallery without manual page crafting.
The main tradeoff is that advanced publishing control depends on its built-in gallery structure rather than custom CMS workflows. PhotoPrism fits teams that want automated media library management and a consistent gallery UI for internal sharing or customer-facing proofing without building a separate frontend.
- +Automated indexing from folders with metadata-driven browsing
- +Search and filtering work directly on gallery metadata
- +Responsive web viewer with cached thumbnails for large libraries
- +Self-hosted deployment supports internal gallery governance
- –Customization is limited to the gallery theme and built-in layouts
- –Automation is strongest for local ingestion, not custom content pipelines
- –Integrations for external workflows require add-on work
- –Metadata accuracy depends on source file quality
Family photo archiving
Unified search across years and places
Faster photo retrieval
Photo archivists
Consistent gallery updates after imports
Reduced manual curation
Show 2 more scenarios
Internal teams
Self-hosted sharing for stakeholders
Lower distribution friction
A web gallery provides lightweight sharing and browsing without building a dedicated frontend.
Operations teams
Tagging and rating for review queues
More repeatable review
Metadata-based tagging and ratings support repeatable browsing during asset reviews.
Best for: Fits when teams need automated photo indexing and a self-hosted gallery for fast browsing.
PhotoShelter
enterpriseProfessional photo hosting platform with client proofing, e-commerce, and high-speed image delivery for working photographers.
Client delivery workflow with access-controlled galleries tied to asset libraries and watermarking options.
PhotoShelter delivers a cloud-hosted photo repository with a public media gallery and private access workflows for client delivery. The system supports batch ingestion, folder-style organization, and metadata-driven browsing so teams can publish collections without manual tagging for every asset.
PhotoShelter also provides tools for watermarking and image optimization for faster gallery viewing, plus gallery embedding for external pages. Administrators can manage user access across spaces to separate internal viewing from client-facing galleries.
- +Batch upload and organized collections reduce manual gallery setup
- +Watermarking and client delivery workflows fit editorial and studio use
- +Metadata-based browsing helps teams find assets without full re-tagging
- +Gallery embedding supports publishing across marketing and client sites
- –Advanced publishing and access patterns require careful permission design
- –Customization depth for gallery presentation is limited versus code-based front ends
Editorial photographers
Sell licensed downloads from galleries
Structured licensing for downloads
Creative brand teams
Share password-protected proof albums
Reduced exposure, controlled sharing
Show 2 more scenarios
Professional photo studios
Run client selections in one workspace
Faster client approval cycles
Provide private proofing galleries so clients can review and approve images without handling archives.
Event and portrait photographers
Support print and digital fulfillment
Selection to fulfillment pipeline
Use gallery viewing as the selection interface for print orders or digital image delivery.
Best for: Fits when studios and creative teams need managed client galleries and controlled asset sharing.
SmugMug
SMBHosted photo gallery platform for professional and serious photographers with unlimited storage and customizable storefronts.
Customer-style gallery management with permissioned viewing and embeddable gallery pages that reduce custom build work.
SmugMug is an online photo gallery service built around customer-owned galleries and a long-running media publishing workflow. It supports folder-style organization, tagging, and gallery pages with themes, so editors can publish collections without rebuilding structure each time.
- +Gallery publishing workflow matches photographers who manage many collections
- +Strong access controls across public, unlisted, and private viewing modes
- +Theme customization for consistent gallery pages across large libraries
- +Embedding supports sharing galleries inside other websites and pages
- –Automation surface is narrower than headless media APIs for custom pipelines
- –Bulk operations can be slower for very large libraries with frequent edits
- –Advanced integrations rely more on gallery-level embedding than fine-grained endpoints
- –Taxonomy and metadata search options feel less flexible than dedicated DAM products
Wedding photographers
Publish private proof galleries
Client selections in one place
Visual artists
Sell prints from hosted galleries
Purchases from gallery views
Show 2 more scenarios
School portrait providers
Deliver branded portrait galleries
Controlled family ordering
Host permissioned galleries that families can access and purchase through built-in ordering options.
Community event photographers
Publish recurring event collections
Repeatable event publishing
Upload and arrange multi-day or repeating event images into persistent, organized gallery structures.
Best for: Fits when photographers and small teams need controlled gallery publishing with repeatable themes.
Piwigo
SMBOpen source photo gallery software for self-hosted or cloud deployment with extensive plugin ecosystem.
Plugin-driven gallery extensions for themes, search behavior, and metadata handling without changing core upload logic.
Piwigo runs as a self-hosted media gallery where uploads are organized into categories and albums, then exposed through a theme-driven front end. The system extracts and displays standard metadata fields like EXIF and can show IPTC and XMP-based information when present in uploaded files. Thumbnail creation and responsive gallery rendering are built into the core workflow, so media can be served in lightbox viewers and paginated album pages.
- +Self-hosted gallery deployment with predictable control of media storage
- +Category and album model supports curated browsing structures
- +Plugin system extends search, theming, and gallery behaviors
- +Metadata display covers EXIF and other embedded photo fields
- –Higher-level workflow automation depends on plugins and admin configuration
- –Large galleries can require careful tuning for indexing and browsing
Event photographers
Curated event album releases
Consistent release pages
Community photo admins
User-contributed gallery moderation
Controlled community access
Show 1 more scenario
Internal IT and media teams
Self-hosted media library
Predictable media hosting
Ingest batches, generate thumbnails, and serve galleries from controlled infrastructure.
Best for: Fits when teams need a self-hosted photo repository with curated albums and metadata-aware browsing.
Pixpa
SMBPortfolio website builder with built-in image galleries, client proofing, and e-commerce for creatives.
Theme-driven gallery pages with built-in lightbox and embedding let photographers publish collections with minimal front-end work.
Pixpa powers an online image gallery with theme-based pages that render uploaded photos into navigable media collections. Built-in gallery customization covers layout, typography, and lightbox presentation, so image viewing stays consistent across devices.
- +Theme and lightbox controls keep gallery presentation consistent across devices
- +Gallery embedding supports adding media collections to external pages
- +Folder and tagging workflow supports practical browsing for medium-sized libraries
- +Image delivery includes built-in resizing for faster gallery loading
- –API surface for gallery automation is limited compared with DAM and headless CMS options
- –Complex access-control policies are harder to map for multi-team governance
- –Batch ingestion workflows are not as extensive as enterprise media platforms
- –Advanced metadata workflows for EXIF, IPTC, and XMP are not the primary focus
Creative teams
Share private password-protected sets
Branded restricted access
Website operators
Embed galleries into external pages
Reusable gallery placements
Show 2 more scenarios
Freelance photographers
Collect client reviews on gallery links
Simpler client review flow
Share selection galleries so clients can review without downloading the full archive.
Image sellers
Combine galleries with store downloads
Showcase plus download workflow
Use gallery views as the front end for connected stores and digital product delivery.
Best for: Fits when creators and small teams need a branded photo gallery with fast publishing and basic organization.
Zenfolio
SMBPhotographer website and gallery builder with built-in e-commerce, client proofing, and portfolio templates.
Client-facing gallery publishing workflow with built-in themes and gallery embedding designed for photography deliverables.
Zenfolio is a cloud-based photo gallery system aimed at photographers and media teams that need publishing workflows without building a custom front end. It supports client-facing galleries with theming and branding controls, plus common media management steps like upload, folder organization, and gallery sharing links.
- +Client-ready gallery publishing with embedding and shareable access links
- +Gallery theme and branding controls for consistent front-end presentation
- +Media organization with folder-style structure that matches gallery workflows
- +View experience includes lightbox-style browsing for gallery-level navigation
- –Less suited for headless use cases that need a full image gallery API
- –Automation depth is limited for high-volume ingestion and transformation pipelines
- –Metadata operations are constrained compared with dedicated DAM workflows
- –Admin governance controls are thinner for multi-team, RBAC-heavy operations
Portrait photographers
Publish controlled client proof galleries
Controlled review and selection
Commercial photographers
Restrict access to client-only images
Limited access and downloads
Show 2 more scenarios
Wedding event photographers
Deliver organized event collections
Organized finished image delivery
Structure images from a shoot or event into configurable shareable galleries for clients.
Small studio teams
Organize sessions into albums and folders
Structured gallery organization
Arrange uploaded images into albums and folders to support consistent presentation in published galleries.
Best for: Fits when photography teams need fast client galleries with embedding and controlled sharing.
Envira Gallery
SMBWordPress gallery plugin with drag-and-drop album creation, lightboxes, and e-commerce add-ons.
Gallery templates and embed controls designed around WordPress content editing for fast publishing of themed collections.
Envira Gallery targets teams that need a WordPress-based media gallery for publishing image collections with light DAM behavior. It provides gallery building blocks like albums, responsive gallery layouts, and embedding for themes and pages.
- +WordPress-first workflow for building and embedding galleries in existing pages
- +Responsive lightbox-style viewing supports gallery browsing without custom UI work
- +Album and folder-style organization fits typical photo collection publishing
- +Batch upload reduces repetitive ingestion for image sets
- –Gallery behavior depends on WordPress plugin conventions rather than a standalone DAM engine
- –Advanced indexing and search features are limited compared with dedicated media platforms
- –Workflow automation and API access are constrained by the WordPress integration model
- –Bulk transformation and delivery controls require add-ons or external tooling
WordPress publishers
Build responsive embedded photo albums
Responsive on-site galleries
Photo teams
Organize photo libraries with batch upload
Faster ingestion of batches
Show 1 more scenario
Web designers
Embed galleries across multiple pages
Consistent gallery presentation
Use gallery embedding components to reuse the same collection layout across different site pages.
Best for: Fits when teams publish image collections inside WordPress and want embedded galleries with manageable ingestion.
ShootProof
SMBClient gallery and proofing platform with print sales, contracts, and invoicing for photographers.
Built-in client proofing workflows that map review status to shareable galleries for each deliverable round.
ShootProof is an online media gallery system built around client-proofing workflows and managed sharing. It supports automated gallery creation from photo uploads, then delivers client-specific views with controlled access.
- +Client proofing and review cycles keep sharing tied to specific deliverables
- +Gallery publishing supports branding controls for consistent client presentation
- +Bulk upload workflows reduce time spent building new galleries
- +Image processing generates gallery-friendly derivatives for faster browsing
- –Fine-grained governance for large user groups needs careful setup discipline
- –Advanced customization is limited to configuration and available templates
Portrait and event pros
Collect approval feedback on proofs
Feedback linked to images
Professional photographers
Deliver password-protected previews
Controlled viewing experience
Show 2 more scenarios
Photography studios
Coordinate revision rounds in galleries
Fewer separate approval threads
Publish updated gallery versions for changed selections so iterative approvals stay organized.
Freelance photographers
Present curated slideshows for review
Structured curated review
Arrange assets into branded guided presentations so clients can review curated work in order.
Best for: Fits when photography teams need repeatable client proofing with branded galleries and controlled viewing per deliverable.
Pixieset
SMBClient gallery platform for photographers offering proofing, print sales, and elegant image delivery.
Built-in client proofing and selection flow inside shareable gallery pages, reducing external coordination for image reviews.
Pixieset centers on photographer-led image galleries with review workflows and shareable client pages rather than pure file hosting. It supports gallery building with themes, image ordering, and lightweight publishing controls for media delivery.
- +Client review pages reduce manual sharing for photo selection
- +Gallery themes and layout controls speed up consistent presentation
- +Responsive viewer keeps images legible across screen sizes
- +Bulk upload supports recurring shoots with less rework
- –Deep DAM-style tagging and taxonomy controls are less comprehensive than full DAM tools
- –API coverage for custom gallery logic is limited for highly bespoke workflows
- –Fine-grained administrative governance options are not as extensive as enterprise DAM suites
Portrait and fine-art photographers
Sell prints through client galleries
Client path to purchase
Sports team photographers
Share event photos by games or seasons
Repeatable access for teams
Show 2 more scenarios
Freelance photographers
Deliver curated session galleries with downloads
Consistent client delivery
Provide branded galleries for curated deliveries with defined download access for client consumption.
Wedding commercial photographers
Run client proofing with comments and approvals
Structured approvals process
Share a controlled gallery where clients can comment and approve selections through the same viewer.
Best for: Fits when photography teams need client-facing gallery publishing and approval flow without building custom gallery tooling.
Conclusion
After evaluating 10 online image gallery software, Pic-Time 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 Online Image Gallery Software
This buyer’s guide covers online image gallery software across self-hosted and hosted publishing models, including Piwigo, Cloud-based platforms like Imgix and Contentful, and photographer-focused gallery systems like SmugMug and Zenfolio. The tool set also includes workflow-driven client delivery and proofing options such as PhotoShelter, Pixieset, and ShootProof, plus lighter gallery publishing platforms like Pixpa and Envira Gallery. Across these reviews, the evaluation centers on how each platform supports gallery embedding, metadata-aware browsing, and permissioned client access without forcing custom front ends. Piwigo leads the roundup for teams that need plugin-driven gallery extensions while keeping upload and core gallery behavior under self-hosted control.
The guide mapping focuses on integration depth through available APIs, automation surfaces for ingestion and content updates, and admin controls for roles and access boundaries. That focus highlights why headless and media-delivery oriented tools such as Cloudinary and Imgix typically diverge from photographer workflow tools like Zenfolio and SmugMug.
Online Image Gallery Software for publishing, sharing, and browsing photo collections
Online image gallery software provides organized media collections for browsing and sharing, with gallery publishing built around albums, folders, and shareable views. Tools like Piwigo emphasize a self-hosted gallery repository with an album and category structure, then extend gallery behavior through plugins for search, theme changes, and metadata handling. Other platforms in the list such as SmugMug concentrate on permissioned viewing modes and embeddable gallery pages to reduce custom build work for repeat collections.
A practical selection depends on whether the workflow centers on quick client gallery publishing or on media pipeline integration for custom rendering, ingestion, and downstream consumption. Piwigo and PhotoPrism support metadata-centric discovery inside the gallery, while SmugMug and Zenfolio focus on gallery embedding and controlled access as part of a photographer-first publishing workflow.
Online image gallery evaluation: embedding, metadata, and access control
Gallery software succeeds when it renders collections as shareable pages while staying controllable for admins and predictable for teams publishing often. The strongest options pair embedding and theme customization with metadata-aware browsing and permissioned viewing, so teams can deliver galleries without building custom front ends.
Gallery embedding and publish-ready delivery pages
SmugMug and Zenfolio both provide embeddable gallery pages and client-ready publishing workflows designed for frequent collection updates. Pic-Time also supports gallery embedding that lets teams publish externally without custom UI development.
Metadata-aware browsing and metadata-driven discovery
Piwigo and PhotoPrism both emphasize metadata handling so users can search and filter through gallery content beyond basic folders. PhotoPrism adds automated indexing features like face and location derivation from embedded photo fields.
Access controls that map to client proofing and delivery rounds
PhotoShelter and ShootProof align access-controlled galleries with client delivery workflows so review cycles stay tied to deliverables and asset libraries. SmugMug also provides permissioned viewing modes for public, unlisted, and private gallery access.
Extensibility via plugins for gallery behavior and metadata handling
Piwigo’s plugin-driven extension model changes gallery extensions for themes, search behavior, and metadata handling without replacing core upload logic. Pic-Time and Pixieset focus more on built-in sharing and presentation flows rather than deep plugin-based behavior changes.
Folder hierarchy and curated album structure for repeated campaigns
Piwigo supports category and album modeling for curated browsing structures that work well for repeatable campaign collections. Pic-Time also keeps campaign collections organized through album and folder hierarchy for partner and client review cycles.
How to choose Online Image Gallery Software by workflow integration
Teams should start by selecting the publishing model that matches how galleries get produced and approved. Photographer-style platforms center on repeatable publishing and client proofing, while gallery repositories focus on self-hosted browsing control and extension-based behavior.
The second decision should separate metadata discovery needs from embedding needs. PhotoPrism and Piwigo lean into metadata-driven indexing and browsing, while SmugMug and Zenfolio prioritize embeddable gallery pages and permissioned viewing modes.
Pick the publishing workflow shape first
Choose SmugMug or Zenfolio when the workflow requires photographer-style gallery publishing with permissioned viewing modes and embeddable gallery pages. Choose Piwigo when the workflow requires a self-hosted photo repository with curated albums and predictable control over media storage.
Match metadata discovery to real browsing expectations
Choose PhotoPrism when automated photo indexing should populate searchable metadata like face and location derived from embedded photo fields. Choose Piwigo when teams want metadata-aware browsing that can be extended through plugins without changing core upload logic.
Verify whether client access is tied to proofing rounds or partners
Choose ShootProof or PhotoShelter when access must map to repeatable deliverable rounds with review status tied to shareable galleries. Choose Pic-Time when partner and client review depends on granular download access per gallery with quick external publishing.
Test how far custom gallery logic needs to go
Choose Piwigo when teams expect to change gallery behavior through plugins for search and metadata handling while keeping upload logic consistent. Choose PhotoPrism when the requirement is built-in indexing and metadata-driven browsing with minimal customization beyond gallery theme and built-in layouts.
Check embedding depth against theme and governance expectations
Choose Pixieset when client proofing and photo selection should live inside shareable gallery pages with consistent layout controls. Choose Pixpa or Envira Gallery when embedding should primarily fit an external page editor workflow and gallery pages need basic organization plus a lightbox experience.
Who should use these online image gallery tools
Different teams select online image gallery software based on how galleries are produced, who reviews them, and how much browsing and metadata logic must be customized. The options split between self-hosted repositories with extension-based behavior and photographer or studio platforms with client delivery and proofing workflows baked into the publishing experience.
Teams running a self-hosted photo repository with curated browsing
Piwigo fits when teams need a self-hosted gallery deployment with category and album structures for curated browsing. The plugin-driven extension model supports theme and search behavior changes without rewriting core upload logic.
Studios that ship client galleries with watermarking and controlled delivery
PhotoShelter fits when batch upload and organized collections reduce manual gallery setup and when watermarking options support client delivery. The gallery and asset delivery workflow helps keep client sharing tied to asset libraries.
Photography teams that run repeated client proofing cycles
ShootProof fits when review status must map to shareable galleries for each deliverable round. Pixieset also fits when client review and photo selection happen inside shareable gallery pages.
Creators and small teams publishing branded galleries with minimal build work
Pixpa fits when theme-driven pages and a built-in lightbox provide fast publishing with embedding for external pages. Envira Gallery fits when the workflow is WordPress-first and gallery behavior should follow WordPress plugin conventions.
Common mistakes when buying Online Image Gallery Software
Buyers often overestimate how much automation and customization a gallery platform can support without planning governance and workflow design. The recurring issues come from mismatched expectations about headless-style integration depth, proofing workflow mapping, and how much gallery indexing and search needs tuning for large libraries.
Choosing plugin-first extensibility without planning for plugin and admin configuration
Piwigo’s higher-level workflow automation depends on plugins and admin configuration, so gallery behavior changes require governance discipline. Large libraries may need careful tuning for indexing and browsing so galleries remain responsive.
Assuming headless-style integration depth when the platform is primarily a publishing workflow
Zenfolio and Pixieset prioritize client-facing publishing and embedding over a full image gallery API for custom gallery logic. Teams that need deep pipeline integration for custom rendering and ingestion should test the API surface against their automation plan.
Designing client access patterns without mapping them to proofing rounds or download controls
ShootProof and PhotoShelter require clear permission design so access patterns align with deliverable rounds and client review status. Pic-Time provides granular download access per gallery, so access requirements should be modeled around gallery-level permissions.
Underestimating how limited customization becomes when indexing and browsing are built-in
PhotoPrism customization is limited to gallery theme and built-in layouts, so teams needing bespoke front-end behavior may find the flexibility constrained. Pixpa and Envira Gallery also favor theme-driven presentation, so advanced governance or indexing requirements may need evaluation against the built-in feature set.
How We Selected and Ranked These Tools
We evaluated Piwigo, Pic-Time, PhotoPrism, SmugMug, PhotoShelter, Zenfolio, Pixieset, ShootProof, Pixpa, and Envira Gallery using feature coverage, ease, and value as the main scoring inputs. Feature coverage accounted for 40% of the ranking because gallery embedding, metadata-aware browsing, and permissioned sharing determine daily publishing outcomes.
Ease accounted for 30% because teams need predictable setup for albums, gallery pages, and client access flows. Value accounted for 30% because each tool’s strengths in self-hosted repository control, client proofing cycles, or metadata-centric indexing determine how well it fits the target workflow, and Piwigo earned the top position through plugin-driven gallery extensions that expand search and metadata handling while keeping core upload behavior consistent.
Frequently Asked Questions About Online Image Gallery Software
How do Piwigo and PhotoPrism differ for metadata-aware photo organization?
Which tool fits teams that want self-hosted deployment for an online media gallery?
Which platforms prioritize built-in client review and approval workflows inside the gallery pages?
What breaks if a team requires deep headless CMS-style APIs instead of gallery embedding?
How do Envira Gallery and Contentful-style content workflows compare for gallery embedding into an existing site?
How does gallery access control differ between PhotoShelter and Pixpa?
When do teams choose Cloud-native image serving behavior like Imgix over a pure gallery app workflow?
What throughput limits appear during bulk ingestion in PhotoPrism versus Piwigo?
How do admin controls and extensibility mechanisms compare between Zenfolio and Piwigo?
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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