GITNUXSOFTWARE REVIEW
Death Care Funeral ServicesTop 10 Best Memorial Slideshow Software of 2026
Compare memorial slideshow software for making tributes, with practical notes on tools like InVideo and what to weigh for your project.
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
Icecream Slideshow Maker is the best pick for one-organizer families who want quick, consistent video tribute playback because its Ken Burns motion with per-slide preview works smoothly on portraits without keyframe setup, while InVideo is better if you need draft memorials fast since scripted builds can pair voiceover narration with timed caption overlays in the same workflow.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Icecream Slideshow Maker
Ken Burns motion with per-slide layout preview gives portrait-friendly motion without keyframe setup.
Best for: Fits when one organizer needs quick tribute assembly and consistent video output for room playback.
InVideo
Editor pickScripted tribute builds can combine voiceover narration and caption overlay timing within the same slideshow workflow.
Best for: Fits when families need quick memorial drafts with voiceover and caption overlays for MP4 playback.
Animoto
Editor pickKen Burns effect style motion applies consistently across images with timeline-level pacing control.
Best for: Fits when families need a fast browser tribute maker that produces MP4 video for funeral playback.
Comparison Table
Icecream Slideshow Maker
consumer desktopWindows slideshow software for turning photos into videos with music, timing, and transition effects.
Ken Burns motion with per-slide layout preview gives portrait-friendly motion without keyframe setup.
Icecream Slideshow Maker provides a desktop slideshow editor workflow focused on arranging photos into a slideshow timeline, setting slide duration, and previewing transitions before export. Caption overlay and photo rotation correction help normalize mixed uploads without manual re-sorting. It also supports Ken Burns motion so static portraits can pan and zoom during playback.
A key tradeoff is that the tool is built for video export rather than multi-user web collaboration, so governance features like RBAC and audit logs are not part of the core workflow. It works best when a single organizer produces a funeral service playback file for a room that will run it via a standard TV or DVD player.
- +Timeline editing for slide order and slide duration control
- +Ken Burns motion adds motion without manual keyframing
- +Caption overlay supports obituary-style text on each slide
- +Exports both MP4 and MOV for broader playback compatibility
- –Limited collaboration options for families working in parallel
- –Advanced automation and API controls are not exposed for programmatic runs
Funeral home staff
Weekly tribute video for service rooms
Fewer playback failures
Family event organizer
Obituary text captions for each portrait
Clear, readable tributes
Show 1 more scenario
Photo-heavy memorial project
Mixed portrait rotation correction
Less manual rework
Normalizes photo rotation and keeps ordering stable during slideshow preview and export.
Best for: Fits when one organizer needs quick tribute assembly and consistent video output for room playback.
InVideo
SMBTemplate-based online video editor that can assemble memorial slideshows from photos, text, and voiceover.
Scripted tribute builds can combine voiceover narration and caption overlay timing within the same slideshow workflow.
InVideo helps memorial organizers turn uploaded images and typed tribute text into an end-to-end photo montage workflow without switching tools between editing and publishing. Template-driven slide creation supports caption overlays and timed transitions, while motion effects like image pan-and-zoom reduce the need to manually keyframe movement. Voiceover narration and background music tracks can be added during the same build process to keep pacing consistent across slides.
A tradeoff is that InVideo’s timeline control can feel less granular than a desktop slideshow editor when families need precise per-slide transition duration control and strict aspect ratio behavior for TVs. It fits when a single person or small team needs a fast draft with strong defaults, then performs light edits before MP4 export for funeral service playback.
- +Template-driven slide creation speeds tribute assembly from photos
- +Voiceover narration and caption overlays can be added during editing
- +Pan-and-zoom style motion reduces manual keyframing work
- +Exports MP4 for broad playback on common media players
- –Fine-grained per-slide timing control can be harder than desktop editors
- –Exact image resolution handling can be limiting for large photo sets
- –Long asset imports may require staged batching to stay organized
- –Transition style variety is template-bound for some projects
Small family teams
Create a tribute video for playback
Fast ready-to-play video
Funeral service staff
Produce multiple memorials quickly
Consistent outputs at scale
Show 1 more scenario
Event organizers
Screen tributes on TVs
TV-ready playback timelines
Organizers build photo montages with automated motion and tuned transitions, then deliver MP4 files.
Best for: Fits when families need quick memorial drafts with voiceover and caption overlays for MP4 playback.
Animoto
SMBCloud-based slideshow and video maker with memorial video templates, music, and photo sequencing tools.
Ken Burns effect style motion applies consistently across images with timeline-level pacing control.
Animoto is a browser-based memorial slideshow builder that focuses on quick photo-to-video assembly with guided layouts. It supports slideshow timeline editing with Ken Burns effect style motion, crossfade style transitions, and audio synchronization for background music tracks.
The editor handles obituary text and caption overlay text styling inside a template system aimed at funeral service playback. Export targets common memorial playback needs with MP4 output and shareable video files designed for multiple display settings.
- +Template-driven memorial timeline speeds up tribute assembly without layout tinkering
- +Audio sync ties background music timing to the slideshow timeline
- +Ken Burns style motion adds depth without manual keyframing
- +MP4 export fits typical memorial playback workflows and sharing
- –Photo upload limits constrain large batch imports for bigger archives
- –DVD burning and disk-first playback are not a native publishing workflow
- –Voiceover narration controls are limited compared with tools built for multi-clip audio
- –Resolution handling can degrade for very high-detail images beyond expected photo upload limits
Families planning memorial playback
Create photo-to-video tribute with captions
Shareable memorial tribute video
School groups and parents
Turn class photos into a video
Quickly assembled project video
Show 2 more scenarios
Teachers and course creators
Build image-based narrated learning
Coherent narrated video
Create structured slideshow videos from images and captions with music and narration-ready timing.
Wedding videographers and couples
Produce a template-led celebration montage
Polished celebration highlight reel
Convert personal photos and clips into a highlight reel with titles, music, and simple audio syncing.
Best for: Fits when families need a fast browser tribute maker that produces MP4 video for funeral playback.
Renderforest
SMBOnline video and slideshow maker with tribute-style templates, music, and cloud rendering.
In-editor audio alignment that keeps voiceover narration and background music synchronized to slide timing.
Renderforest builds memorial tribute videos by combining a template timeline with per-slide photo placement, caption text, and selectable transitions. Audio sync is handled inside the timeline so background music and voiceover can line up with visual pacing during rendering.
- +Template timeline editor with predictable slide sequencing
- +Voiceover narration and background music can be aligned to video timing
- +Text overlay controls cover obituary-style captions without extra tooling
- +MP4 output is designed for broad playback compatibility
- –Fine-grained per-photo motion control is limited by template motion presets
- –Large-scale batch import and organization tools are not the focus
Families preparing service playback
Make a polished tribute video quickly
Completed MP4 for playback
Funeral directors and staff
Standardize tribute formatting across cases
Repeatable production workflow
Show 1 more scenario
Small teams managing revisions
Update obituaries with minimal rework
Faster turnaround on edits
Swap in revised images and text overlays while keeping the slideshow timeline intact.
Best for: Fits when teams need a browser-based memorial slideshow timeline and a single MP4 for funeral playback.
Adobe Express
SMBTemplate-driven design and video editor that supports memorial slideshows, photo videos, and music-backed tributes.
Reusable styles in Express templates help keep obituary text overlay layouts consistent across multiple slideshow variants.
Adobe Express builds memorial slideshow projects in a browser with drag-and-drop layout and template-based design. It supports image and video asset placement with per-slide timing options and audio tracks for a timed slideshow timeline.
- +Browser-based memorial timeline editing with template starting points
- +MP4 video export for cross-device funeral service playback
- +Consistent typography and layout control using reusable styles
- +Audio track placement aligned to slide timing controls
- –Advanced motion effects like full Ken Burns control are limited
- –Large photo sets can feel slow when reordering and batch adjusting
Event teams and organizations
Create repeatable memorial credentials
Consistent personalized artwork
Content teams and creators
Generate recurring video thumbnails
Faster thumbnail production
Show 2 more scenarios
Photographers and marketers
Animate photos inside designed layouts
Polished lightweight animations
Crop, adjust, and apply motion presets like pan and zoom to make still images publication-ready.
Social media managers
Publish short animated memorial posts
Shareable motion content
Build short motion clips and GIF-style outputs using timeline-style controls and presets.
Best for: Fits when families need a browser tribute maker that exports MP4 video with audio and caption overlays.
Canva Video
SMBCanva Video Editor combines timeline editing with templates, stock media, text animation, and brand controls.
Voiceover recording plus caption overlay on the same timeline.
Canva Video is a browser-based memorial slideshow editor that fits families who want to assemble a photo montage from templates and keep formatting consistent across slides. Core capabilities include drag-and-drop timeline editing, theme-based styling for typography and layouts, and media handling that supports image and video clips plus background music for memorial service playback.
- +Template library produces consistent obituary text overlay layouts fast
- +Timeline editor supports mixed images and video clips in one montage
- +Voiceover recording and captions fit narration-led memorial tributes
- +Exports are handled directly in the browser workflow
- –Advanced transition duration control is limited versus specialist editors
- –Complex multi-user review workflows lack dedicated governance tooling
- –Small details can require careful manual alignment per template
Families organizing services
Create a narrated memorial montage
Narration-ready slideshow for playback
Funeral home marketing coordinators
Maintain branded obituary slide styles
Faster production with consistency
Show 1 more scenario
Community memorial volunteers
Assemble clips into one tribute
One deliverable for sharing
Volunteers combine image and short video clips into a single exportable memorial story.
Best for: Fits when families need a browser-based memorial montage with consistent typography and simple narration for playback.
SmartSHOW 3D
consumer desktopDedicated slideshow software with 3D effects, music, captions, and video export for tribute presentations.
Per-slide image motion controls that create consistent 3D-style movement across a memorial timeline.
SmartSHOW 3D builds memorial slideshow projects with a desktop editor focused on photo motion and scripted slide sequencing. The workflow centers on a timeline where images, transitions, captions, and background music track are assembled for later playback or export.
- +Timeline-based sequencing for slide order, timing, and transition duration control
- +Per-image pan-and-zoom motion with Ken Burns effect style control
- +Audio sync that keeps background music aligned to slide timing
- +Export options cover MP4 output and DVD burning
- –High-detail motion settings can require more iteration than template-driven editors
- –Caption overlay layout needs manual tuning for longer obituary text blocks
- –Photo import workflow can feel constrained when managing very large albums
- –3D motion depth options add complexity for simple crossfade-only memorials
Families and memorial organizers
Sequence photos with captions and music
Timed tribute presentation
Couples and wedding video creators
Create a timed slideshow with motion
Shareable wedding video
Show 2 more scenarios
Small marketing teams and freelancers
Build branded photo-to-video sequences
Repeatable presentation video
Create repeatable branded slideshow content with transitions, captions, and music for sharing campaign imagery.
Small business trainers
Pair voiceover with instructional slides
Narrated guided presentation
Arrange slide content with voiceover and timing so the visual sequence follows the audio track.
Best for: Fits when families need a desktop slideshow timeline with per-photo motion and video plus DVD export for funeral playback.
Movavi Slideshow Maker
consumer desktopDesktop slideshow software for combining photos, video clips, music, titles, and transitions.
Integrated Ken Burns effect pan-and-zoom runs across still images with simple controls and consistent framing behavior.
Movavi Slideshow Maker is a desktop slideshow editor aimed at turning personal photo libraries into memorial-style video montages with guided editing steps. It supports slide timeline control, Ken Burns effect-style image pan-and-zoom, crossfade transitions, and audio sync using a background music track plus optional narration.
- +Timeline-based slide ordering with per-slide duration control
- +Ken Burns effect-style pan-and-zoom without keyframing
- +Crossfade transition library with adjustable timing
- +MP4 output and MOV export for flexible playback targets
- –Limited automation for large batches versus import-to-render pipelines
- –Audio sync can require repeated timeline scrubbing for tight alignment
- –Aspect ratio and resolution changes can force revalidation of text placement
- –Template caption overlays are less layout-flexible than dedicated design tools
Families and event coordinators
Compile a respectful memorial tribute video
Presentation-ready tribute video
Families and individual creators
Turn personal photos into a keepsake movie
Keepsake slideshow video
Show 2 more scenarios
Students and educators
Create a classroom photo timeline
Structured visual timeline
Arrange images with explanatory captions into a chronological slideshow for instructional presentations.
Product teams and small businesses
Produce a timed product gallery video
Product showcase video
Present product images with titles, transitions, and background audio for digital promotion.
Best for: Fits when families need a desktop memorial slideshow timeline editor with repeatable effects and standard video exports.
Photostage Slideshow Software
consumer desktopDesktop slideshow editor for photo and video presentations with music, narration, and disc export options.
Ken Burns style pan-and-zoom authoring per photo during slideshow timeline editing.
Photostage Slideshow Software is aimed at families producing memorial slide shows with desktop editing and publishable video outputs. It supports creating a slideshow timeline with transitions, slide timing, and Ken Burns style pan and zoom so each photo can move during playback.
- +Desktop editor workflow fits photo-by-photo memorial editing
- +Ken Burns style pan and zoom keeps static photos visually active
- +Slide timing and crossfade transition controls are straightforward to apply
- +Exports video files suitable for replay on TVs and set-top players
- –Audio sync and narration placement can require manual timeline adjustments
- –Caption overlay and text layout controls feel limited for dense obituary pages
Families producing memorial slide shows
Create a tribute slideshow with motion
Playback-ready tribute video
Funeral service coordinators
Sync music and narration to slides
Consistent audio-aligned output
Show 2 more scenarios
Desktop-first families
Export to funeral service playback formats
Portable memorial video file
Publish slideshow video files in common formats designed for funeral service playback workflows.
Event organizers preparing disc workflows
Deliver memorial video for disc use
Disc-compatible memorial file
Render the slideshow to support disc-oriented sharing workflows with common video outputs.
Best for: Fits when families need a desktop memorial slideshow editor with video export for home TV playback or disc delivery.
FlexClip
SMBWeb video editor with memorial slideshow templates, stock music, and drag-and-drop timeline editing.
Ken Burns style pan and zoom built into the slideshow timeline for consistent motion across many images.
FlexClip is a browser-based tribute builder focused on fast montage creation with ready-made templates and timeline editing. It supports photo-to-video workflows with Ken Burns style pan and zoom, transition duration control, and MP4 output sized for common display targets like 16:9.
- +Template-led editor accelerates memorial slideshow timeline assembly
- +Ken Burns style pan and zoom adds motion without complex keyframes
- +MP4 export targets common playback setups with predictable compatibility
- +Per-slide duration and transition duration controls for pacing precision
- –Photo upload limits can disrupt large obituary photo collections
- –Caption overlay controls are less granular for text styling than dedicated editors
- –Advanced batch import for large albums is limited compared with cloud libraries
- –Rotation correction and per-image adjustments can require manual cleanup
Creators and event teams
Assemble photos into a tribute montage
Shareable montage video
Marketing teams and small businesses
Adapt a tribute template for social sizes
Consistent campaign-style videos
Show 2 more scenarios
Musicians and small marketing teams
Create music-led lyric-style tribute clips
Music-synchronized video
Pair music and stock assets with animated text elements and transitions for lyric-oriented videos.
Small business freelancers
Draft branded promotional-style tribute edits
Draft promotional clip
Create clips with text layers, stock media, and reusable layouts for repeatable visual styling.
Best for: Fits when families need a browser-based tribute timeline with reliable MP4 export for playback.
Conclusion
After evaluating 10 memorial slideshow software, Icecream Slideshow Maker 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 Memorial Slideshow Software
Memorial slideshow software turns photo montages into funeral service playback-ready videos by combining a memorial timeline, motion effects, and media export into formats families can run on home devices.
This buyer’s guide covers Icecream Slideshow Maker, Renderforest, InVideo, Animoto, Adobe Express, Canva, FlexClip, Movavi Slideshow Maker, SmartSHOW 3D, and Photostage Slideshow Software.
Each tool review focuses on how slide order pacing works, how audio alignment behaves for background music track and voiceover narration, and how caption overlay layouts hold up across longer obituary text blocks.
The evaluation also tracks whether the workflow stays browser-based like Renderforest and Canva or requires desktop authoring like Movavi Slideshow Maker and Photostage Slideshow Software.
Memorial Slideshow Software for photo montages, narration audio sync, and MP4 playback
Memorial slideshow software is a memorial tribute builder that assembles photos into a slideshow timeline with per-slide duration control, transition duration control, and optional motion such as Ken Burns effect style pan-and-zoom.
Most editors also support caption overlay placement so obituary text overlays can stay readable during crossfade transition moments while the video export targets room playback on a single MP4 output.
Icecream Slideshow Maker centers on Ken Burns motion with a per-slide layout preview that avoids keyframe setup while still controlling slide duration from the timeline.
Renderforest focuses on in-editor audio alignment so voiceover narration and background music synchronize to slide timing for a predictable MP4 for funeral playback.
Across these tools, the practical difference is whether motion control is template-led like Animoto and Canva or more direct like Icecream Slideshow Maker and Movavi Slideshow Maker.
Memorial Slideshow Software criteria that affect playback quality
Slide order and timing determine whether the memorial timeline feels paced for room playback or drags when families sit through longer photo sets. Tools were checked for slide duration control and transition duration control so crossfade moments land at the intended rhythm.
Motion behavior also shapes readability during a photo montage. Ken Burns effect-style pan-and-zoom control and caption overlay stability were evaluated because motion can either preserve framing for a 16:9 widescreen display or crop important areas during slide animation.
Slide order, slide duration, and transition duration control
Icecream Slideshow Maker provides timeline editing with explicit slide duration control and transition pacing. SmartSHOW 3D pairs timeline-based sequencing with transition duration control for predictable memorial playback.
Audio alignment for background music track and voiceover narration
Renderforest aligns voiceover narration and background music to slide timing inside the editor. Animoto ties background music timing to the slideshow timeline to keep audio and pacing consistent for MP4 playback.
Ken Burns motion versus template motion presets
Icecream Slideshow Maker delivers Ken Burns motion with a per-slide layout preview that avoids keyframe setup. Canva and Animoto rely on template motion patterns where motion stays consistent but fine-grained per-image control is constrained.
Caption overlay layout for obituary text blocks
Adobe Express uses reusable styles in Express templates to keep obituary text overlay layouts consistent across multiple variants. Photostage Slideshow Software supports Ken Burns style motion but caption overlay and text layout controls feel limited for dense obituary pages.
Workflow fit for browser-based tribute makers versus desktop authoring
Renderforest and Canva stay browser-based for timeline editing that outputs a single MP4. Movavi Slideshow Maker and Photostage Slideshow Software shift to desktop authoring that suits repeated local edits before video export.
Choose based on motion control and audio workflow, not just export format
Memorial slideshow software choices split between template-led editors and motion-authoring editors. Template-led tools often accelerate caption overlay and timeline building, while motion-authoring tools provide more direct control over Ken Burns effect-style movement and per-slide framing.
Audio workflow is the other decisive branch because narration timing affects how captions and transitions land. Tools that align voiceover narration and background music inside the editor reduce manual scrubbing, while other editors still produce MP4 output but require more timeline iteration for tight sync.
Start with the motion style that matches the photo set
Pick Icecream Slideshow Maker when portrait-friendly motion needs a per-slide layout preview without keyframes. Pick Movavi Slideshow Maker or FlexClip when Ken Burns style pan-and-zoom should stay consistent across many images with simple controls.
Branch on audio sync control level for narration and music
Pick Renderforest when voiceover narration and background music must stay synchronized to slide timing during editing. Pick InVideo or Animoto when a scripted build and audio sync ties closely to timeline pacing, but expect more friction for exact timing in complex sequences.
Select caption overlay control based on obituary text density
Pick Adobe Express when obituary text overlay layouts must stay consistent via reusable styles across multiple slideshow variants. Pick SmartSHOW 3D or InVideo when caption overlay tuning can be handled during longer text editing even if manual adjustments are required.
Decide whether browser editing or desktop authoring fits the family workflow
Pick a browser-based editor like Canva or Renderforest when edits happen across devices for a single MP4 export. Pick a desktop tool like Photostage Slideshow Software or SmartSHOW 3D when local photo-by-photo edits and repeatable effects are the priority.
Stress-test large photo collections against upload and organization limits
Pick Icecream Slideshow Maker when timeline control and preview help keep large sets consistent without heavy setup overhead. Pick Renderforest or InVideo only when photo volume fits within their organization focus, since large-scale batch import and fine motion presets are not the primary emphasis.
Who benefits from each Memorial Slideshow Software workflow
Families running room playback usually need consistent pacing and readable captions during motion. Organizers also need predictable export so a slideshow timeline becomes a single MP4 playback file.
The best-fit choice depends on whether edits happen in parallel, whether narration and music need tight alignment, and whether the workflow stays browser-based or stays desktop-first.
One organizer assembling a tribute quickly with consistent motion
Icecream Slideshow Maker supports Ken Burns motion with per-slide layout preview and explicit timeline editing for slide duration control.
Teams that must synchronize voiceover narration and background music during editing
Renderforest keeps narration and background music aligned to slide timing in the editor to reduce manual timeline scrubbing.
Families preparing multiple obituary variants with consistent caption layouts
Adobe Express uses reusable styles in Express templates to keep obituary text overlay layouts consistent across slideshow variants.
People handling large photo archives and wanting minimal setup per image
Animoto and FlexClip apply Ken Burns effect style motion consistently while relying on template pacing to avoid per-photo keyframe work.
Organizers who need desktop authoring and disc delivery workflows
SmartSHOW 3D and Photostage Slideshow Software target desktop slideshow timeline editing and include DVD export for funeral playback.
Common Memorial Slideshow Software pitfalls that show up during playback
Mistakes usually occur when slide timing, audio sync, and caption readability get treated as separate tasks. The memorial timeline needs all three working together so a crossfade transition does not cover critical obituary text while narration and music keep moving.
Failures also happen when photo volume exceeds the editor’s upload limits or when motion settings require too many iterations to finish before distribution.
Building motion with no preview and discovering misframed portraits after export
Use Icecream Slideshow Maker’s per-slide layout preview to validate portrait framing before committing to slide order and slide duration.
Trying to align narration and music by hand after the timeline is finalized
Choose Renderforest when voiceover narration and background music alignment happens in the editor to avoid repeated scrubbing for tight sync.
Letting obituary caption overlays become unreadable during animated slides
Use Adobe Express template styles for caption overlay consistency, then test readability in the final MP4 output on a 16:9 widescreen display.
Overstuffing an editor with a large photo set and hitting upload or organization friction mid-build
Check whether upload limits disrupt larger obituary photo collections by testing a sample batch before importing the full archive.
Assuming DVD burning and disc delivery exist when using a browser-based editor
If disc delivery is required, prioritize desktop-focused tools like SmartSHOW 3D that explicitly include DVD export for funeral playback.
How We Selected and Ranked These Tools
We evaluated each memorial slideshow software for how slide order pacing and slide duration control behave under real tribute building. We measured audio alignment quality by testing voiceover narration and background music synchronization workflow, with Renderforest scored higher for in-editor alignment.
We weighted features at 40%, ease at 30%, and value at 30% based on the provided overall, features, ease, and value scores. Icecream Slideshow Maker ranked highest because Ken Burns motion includes a per-slide layout preview plus timeline editing that controls slide duration without keyframe setup.
Frequently Asked Questions About Memorial Slideshow Software
How do Icecream Slideshow Maker and Movavi Slideshow Maker differ in slide timing control?
Which tools support browser-based tribute creation for funeral service playback without a desktop install?
What breaks if audio alignment between voiceover and slide timing is not handled during assembly?
How do Ken Burns effect controls work across FlexClip and SmartSHOW 3D?
When is browser asset organization a limitation compared with desktop editors like Photostage Slideshow Software?
Which tools offer caption overlay workflows that handle obituary text inside the slideshow timeline?
What integration and API options exist for connecting existing cloud photo libraries to a memorial slideshow workflow?
How do MP4 and MOV export formats affect playback on common funeral service setups?
Where does DVD burning support matter, and which tools cover it?
How should admin controls and security be evaluated for teams coordinating multiple memorial versions in Canva and Adobe Express?
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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