Commissioned Research
Top 10 Best Screen Audio Recording Software of 2026

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Top 10 Best Screen Audio Recording Software of 2026

Top screen audio recording software tools compared for screen capture workflows, settings, and tradeoffs, with options like OBS Studio and Icecream.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page. This does not influence our reviews. Editorial policy

Screen audio recording software matters for analysts, operators, and technical evaluators who need captured demos, training clips, and support evidence with consistent audio sync to on-screen events. This comparison helps teams weigh browser versus desktop capture, audio source handling, and collaboration features like hosting, access control, and API integration tradeoffs, including Loom alongside comparable recorders.

Loom is the best choice for teams that want repeatable screen-and-mic recordings because its instant web playback stays in tight sync for narration-led walkthroughs, while OBS Studio fits advanced users who need scene-based layouts and flexible audio routing thanks to its extensible plugin workflow.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

Loom

Instant shareable web playback with tight audio-video sync tuned for narration-led walkthroughs.

Best for: Fits when teams need repeatable screen audio recordings for reviews, onboarding, and async coaching.

2

Icecream Screen Recorder

Editor pick

Hotkey mapping for recording state control makes repeated walkthrough capture faster than mouse-driven start/stop.

Best for: Fits when small teams need narrated screen capture with webcam overlay and hotkeys, without admin tooling.

3

OBS Studio

Editor pick

Extensible plugin architecture lets custom input, output, and scene features integrate into the same recording pipeline.

Best for: Fits when capture layouts need scene switching and repeatable audio mixing across frequent recordings.

Comparison Table

1
LoomBest overall
SMB
9.1/10
Overall
2
8.7/10
Overall
3
prosumer
8.6/10
Overall
4
vertical specialist
8.4/10
Overall
5
8.3/10
Overall
6
7.9/10
Overall
7
7.6/10
Overall
8
prosumer
7.0/10
Overall
9
prosumer
6.9/10
Overall
10
6.7/10
Overall
#1

Loom

SMB

Cloud-based screen and camera recorder with automatic hosting and sharing.

9.1/10
Overall
Features9.1/10
Ease of Use9.1/10
Value9.1/10
Standout feature

Instant shareable web playback with tight audio-video sync tuned for narration-led walkthroughs.

Loom records screen video with synchronized microphone audio so teams can share walkthroughs without manual editing. It supports capture region selection, webcam overlay, and quick sharing links that keep collaboration tied to the recording artifact.

Loom also provides viewer controls for playback behavior and chapter-style timestamps via the web player. Editing stays focused on trimming and polish rather than full multi-track audio mixing or deep codec tuning.

Pros
  • +Audio-video sync stays consistent across screen and microphone capture
  • +Capture region selection reduces accidental recording of sensitive content
  • +Web player includes viewer controls without requiring desktop playback
  • +Webcam overlay adds context for walkthrough and coaching videos
Cons
  • –Export controls are limited compared with pro capture suites
  • –Advanced post-capture audio work is constrained to lightweight editing
  • –Multi-track audio mixing workflows require external tools
  • –Codec selection and bitrate ceiling tuning are not granular
Use scenarios
  • Mobile workers and educators

    Record screen narration away from desktop

    Create presenter-style recordings away

  • Sales and product teams

    Share feature walkthroughs asynchronously

    Repeatable async product explanations

Show 2 more scenarios
  • Operations and IT teams

    Build reusable process knowledge

    Faster access to process

    Turn screen recordings into organized reference materials with transcripts and searchable captions.

  • Engineering and QA teams

    Document bugs with visual reproduction

    Visual defect context

    Record screen walkthroughs that show defect behavior while speaking through the reproduction steps.

Best for: Fits when teams need repeatable screen audio recordings for reviews, onboarding, and async coaching.

#2

Icecream Screen Recorder

SMB

Windows screen recorder with audio narration and drawing tools.

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

Hotkey mapping for recording state control makes repeated walkthrough capture faster than mouse-driven start/stop.

Icecream Screen Recorder focuses on practical capture controls like capture region selection, webcam overlay placement, and hotkey mapping for recording states. The audio path supports microphone input alongside system audio capture, which helps produce screen walkthroughs and narrated clips from a single recording session. It also includes audio gain controls and noise suppression options, which reduce the need for immediate post-editing in basic narration scenarios.

A tradeoff is limited enterprise-style automation, since it does not provide documented API endpoints, RBAC, or audit-log exports for centrally managed recording fleets. Icecream Screen Recorder works best for individual creators and small teams that need local recording with consistent layouts and quick re-records during iterative documentation or training.

Pros
  • +Hotkey-controlled start, pause, and stop speeds up recording iterations
  • +Webcam overlay supports face-in-frame tutorials without separate compositing
  • +Microphone mixing and gain controls help keep narration audible
  • +Region capture reduces rework by recording only needed screen areas
Cons
  • –No documented API or automation surface for managed, scripted workflows
  • –Codec and bitrate tuning controls are limited compared with pro recorders
  • –Multi-track recording for separate narration and system audio is not its focus
  • –Advanced latency monitoring for live review is not a primary workflow
Use scenarios
  • Technical writers

    Record annotated UI walkthroughs

    Faster draft-to-review cycles

  • Support teams

    Create troubleshooting screen narratives

    More actionable customer responses

Show 2 more scenarios
  • Sales enablement

    Record product demos with face cam

    Reusable demo library

    Use webcam overlay and hotkeys to keep demos consistent across multiple takes.

  • UI/UX reviewers

    Capture targeted feedback clips

    Less reviewer context switching

    Use region capture to record specific interactions without capturing unrelated UI.

Best for: Fits when small teams need narrated screen capture with webcam overlay and hotkeys, without admin tooling.

#3

OBS Studio

prosumer

Open-source software for screen capture, audio mixing, and live streaming.

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

Extensible plugin architecture lets custom input, output, and scene features integrate into the same recording pipeline.

OBS Studio is a free screen audio recorder and streamer that differentiates with a modular scene system and a live preview pipeline. It supports microphone mixing, desktop capture, and webcam overlay with configurable audio sources and desktop audio routing.

Audio-video sync can be maintained through dedicated sync controls, and recorded output uses configurable encoder selection plus export presets for repeatable files. Control automation is available via hotkey mapping and scripting support that can drive captures and scene changes during recurring workflows.

Pros
  • +Scene-based composition supports stacked sources for repeatable screen layouts
  • +Audio source routing and microphone mixing work together without extra plugins
  • +Encoder selection and export presets improve control of file output settings
  • +Hotkey mapping speeds multi-step recording workflows
Cons
  • –Scene and audio routing setup can take time for first-time multi-source captures
  • –Advanced audio tuning benefits from careful gain staging to avoid clipping
Use scenarios
  • Tutorial creators and educators

    Record apps with webcam commentary

    Composed screen recordings with narration

  • Podcasters and small media teams

    Produce consistent video podcast layouts

    Consistent podcast audio and layout

Show 2 more scenarios
  • Event producers and creators

    Record locally during live broadcasts

    Local archive plus live stream

    Record a local copy while streaming the same scene composition to a destination.

  • Streamers and voice commentators

    Condition microphone audio in scenes

    More consistent mic levels

    Apply gain, compression, noise suppression, and gating filters to microphone inputs per scene.

Best for: Fits when capture layouts need scene switching and repeatable audio mixing across frequent recordings.

#4

Screencastify

vertical specialist

Chrome extension for screen, webcam, and audio recording with cloud hosting.

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

Webcam overlay built into the recording workflow, then trimmed in the same post-capture editor.

Screencastify targets screen capture workflows where narration and face visibility both matter, since it offers webcam overlay during recording and basic trimming afterward. Audio capture can include microphone input and system audio depending on OS support, which reduces the need for external capture tools. The export step provides format and quality selections that fit internal training playback and documentation links.

Pros
  • +Webcam overlay during recording supports human-led instruction
  • +Simple post-capture trimming speeds up iteration on short clips
  • +Mic plus system audio capture reduces toolchain switching
  • +Organization sharing controls help standardize link access
Cons
  • –No native multi-track workflow for separating narration and system audio
  • –Audio effects controls like deep noise suppression are limited
Use scenarios
  • Customer support teams

    Record call summaries with mic narration

    Lower repeat tickets

  • Enablement and training teams

    Publish short product walkthroughs

    Consistent training assets

Show 2 more scenarios
  • Sales enablement teams

    Create prospect-facing demo clips

    Faster enablement cycles

    Record demos with microphone audio and export for easy sharing links.

  • IT helpdesks

    Document troubleshooting steps

    Reduced time to resolution

    Capture system audio when supported and narrate fixes for repeatable guidance.

Best for: Fits when training and support teams need quick screen-and-mic recordings with light editing.

#5

FlashBack Express

SMB

Windows screen recorder with multi-source audio capture and no watermark.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Integrated audio mixing for system audio and microphone in the same capture session, with narration-focused cleanup.

FlashBack Express is a practical pick for teams that record frequently and want consistent audio sync for walkthroughs. It supports capturing system audio and microphone input together, with mixing controls that help keep voice levels readable during screen capture. The software includes a basic timeline-style workflow for post-capture cleanup, which reduces the need to round-trip files into heavier editors.

Pros
  • +Audio and screen capture stay synchronized for narrated walkthroughs
  • +Hotkey-driven start stop and region selection speeds repeated recordings
  • +Built-in post-capture trimming reduces external editing needs
  • +Export presets cover common share and review formats
Cons
  • –Multi-track editing depth is limited for complex audio production
  • –Encoder customization is constrained for strict bitrate and codec requirements
  • –System audio routing can require more setup than mic-only capture
  • –Advanced latency monitoring tools are not geared for streaming workflows
Use scenarios
  • Customer support teams

    Record bug repro walkthroughs

    Faster troubleshooting and clearer handoffs

  • Training and enablement teams

    Create onboarding video modules

    Consistent course content output

Show 2 more scenarios
  • QA and release managers

    Document release verification steps

    Reduced ambiguity in sign-off

    Testers record workflows with microphone guidance for review and approval documentation.

  • Internal ops teams

    Document internal procedures

    Lower repeated explanation overhead

    Teams capture screen guidance with voiceover to standardize how tasks are performed.

Best for: Fits when teams need quick, narrated screen recordings with reliable audio sync for training and support.

#6

Movavi Screen Recorder

SMB

Desktop screen recorder with scheduled capture and audio recording.

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

Webcam overlay combined with in-app trimming supports end-to-end tutorial preparation in a single recording workflow.

Movavi Screen Recorder targets local screen audio recording with direct control over capture region and output encoding. It supports system audio capture and microphone recording in the same session, which helps create narrated walkthroughs without extra routing tools.

Pros
  • +Hotkey start and stop supports quick capture cycles
  • +System audio capture works alongside microphone recording
  • +Webcam overlay placement fits tutorial style recordings
  • +Simple trim edits reduce rework before export
Cons
  • –Multi-track audio mixing is limited compared with editing suites
  • –Advanced encoder control is narrower than pro recording tools
Use scenarios
  • Instructors and independent educators

    Create lesson recordings with narration

    Presenter-led lesson video

  • Individuals attending online sessions

    Archive webinars and calls later

    Saved recording of session

Show 2 more scenarios
  • Product educators and tutorial creators

    Record narrated software feature walkthroughs

    Shareable narrated walkthrough

    Capture screen activity with microphone narration so viewers get guided walkthroughs of workflows.

  • Independent game creators

    Capture gameplay with trim-ready output

    Trimmed gameplay clip

    Record gameplay with available screen and audio capture controls, then trim for sharing.

Best for: Fits when individuals or small teams need quick screen audio recordings with basic narration and webcam overlays.

#7

ScreenPal

SMB

Browser and desktop screen recorder with audio narration and basic editing.

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

One-click browser capture plus integrated sharing flow for direct publishing without desktop deployment steps.

ScreenPal is a browser-based screen audio recorder designed for fast capture and quick sharing, without requiring a desktop capture app for core recording. The recorder supports selecting a capture region, toggling microphone input, and producing an audio-video output suitable for straightforward tutorials and walkthroughs.

Pros
  • +Browser-based recording reduces setup steps for typical screen walkthroughs
  • +Capture region selection supports precise framing for UI and documentation clips
  • +Microphone toggle simplifies narration workflow for quick exports
  • +Built-in trimming supports fast cleanup before publishing
Cons
  • –Multi-track recording and audio mixing workflows are not a core focus
  • –Encoder and bitrate controls are limited compared with pro capture tools
  • –Latency monitoring and capture health diagnostics are minimal
  • –Advanced hotkey mapping and workflow automation options are constrained
Use scenarios
  • Product educators and creators

    Explain products with narrated screen video

    Concise tutorial viewers follow

  • Sales and marketing teams

    Publish lightweight demo videos

    Lightweight demo for review

Show 2 more scenarios
  • Managers and distributed reviewers

    Send asynchronous feedback with screen evidence

    Clearer feedback for reviewers

    Use screen or webcam recordings to explain feedback so recipients can review on their schedule.

  • Recruiters and sales teams

    Record short scripted webcam updates

    Share-ready webcam messages

    Capture repeatable webcam messages with light editing so they remain share-ready for outreach.

Best for: Fits when teams need quick, screen-and-narration clips with minimal capture configuration for knowledge sharing.

#8

ShareX

prosumer

Open-source Windows tool for screen capture, recording, and audio capture.

7.0/10
Overall
Features7.0/10
Ease of Use7.0/10
Value7.0/10
Standout feature

Capture tasks can be scheduled and chained into repeatable recording runs using ShareX’s task and hotkey configuration.

ShareX captures screen audio with configurable recording profiles and supports capture of specific regions via its capture pipeline and hotkey triggers. Audio handling centers on microphone selection and mixing options, then export through ShareX’s codec selection and container choices for local recording workflows. It also includes webcam overlays, scheduled tasks, and output naming so recorded sessions can flow into repeatable capture runs without manual steps.

Pros
  • +Hotkey-driven capture region selection reduces time between recordings
  • +Webcam overlay can be composited into the recording output
  • +Scheduled tasks let unattended local recording run on a timer
  • +Export presets speed up repeatable codec and container choices
Cons
  • –Audio-video sync tuning can require manual checks across scenarios
  • –Complex profiles can be harder to maintain across team workflows
Use scenarios
  • Remote trainers and creators

    Record screen demos with webcam context

    Recordings with extra context

  • QA testers and support teams

    Capture evidence during defect investigation

    Shareable bug reproduction evidence

Show 2 more scenarios
  • Trainers and educators

    Create short screen lessons or GIFs

    Short instructional clips

    Record screen regions or windows with optional webcam input and quick visual explanations before export.

  • Analysts and researchers

    Extract text from captured screens

    Reusable extracted text

    Capture screen images and run OCR when copying text from the source is impractical.

Best for: Fits when individuals or small teams need local recording with hotkey automation and repeatable export presets.

#9

Bandicam

prosumer

Windows screen recorder supporting system audio and microphone capture.

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

Webcam overlay with adjustable capture layout during recording, controlled alongside screen region capture.

Bandicam targets screen capture plus audio recording with a workflow geared toward local recording and quick export. It supports recording a selected region, adding a webcam overlay, and using hotkeys to control start and stop without switching apps.

Pros
  • +Region-based capture reduces wasted pixels for UI walkthroughs
  • +Hotkey mapping enables hands-free start and stop during recording
  • +Webcam overlay supports picture-in-picture without extra tools
  • +Microphone and system audio mixing simplifies narration workflows
Cons
  • –Advanced audio tuning is limited for complex multi-track editing
  • –Latency monitoring and audio sync diagnostics are not foregrounded
Use scenarios
  • Presenters and instructors

    Record webinars with mixed audio

    Local webinar recording

  • Gamers and gameplay creators

    Capture gameplay with narration

    Saved gameplay video

Show 2 more scenarios
  • Consumers and interviewers

    Record labeled webcam sessions

    Labeled webcam output

    Preview and record webcam footage with simple labels for direct file output and later review.

  • Capture operators and editors

    Prepare region sources for post-production

    Encoded source files ready

    Produce local region-based recordings with predictable video and audio settings for later processing.

Best for: Fits when solo creators or small teams need local screen recordings with mic mixing and fast hotkey control.

#10

Debut Video Capture

prosumer

Desktop video and screen capture software with audio recording support.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

Webcam overlay compositing during capture with adjustable positioning for recorded screen sessions.

Debut Video Capture targets Windows users who need local screen audio recording with control over capture region and output formatting. The app supports both system audio capture and microphone input, then lets recordings export to common container and codec combinations through selectable export presets.

Pros
  • +Hotkey start and stop supports rapid capture workflows
  • +System audio and microphone mixing supports common recording setups
  • +Region-based capture reduces unnecessary pixels in exports
  • +Webcam overlay enables basic talking-head composites
Cons
  • –Limited automation and integration surface for managed rollouts
  • –Audio settings focus on recording output rather than post-edit timelines
  • –Export preset controls can feel coarse for encoder tuning
  • –Multi-track workflows rely on simple mixing rather than separate stems
Use scenarios
  • Windows users and trainers

    Record screen narration with hotkeys

    Fast local capture workflow

  • Video editors and workflow teams

    Export with consistent presets

    Repeatable export format

Show 2 more scenarios
  • Educators and course creators

    Add webcam overlay to lessons

    Lesson recordings with webcam

    Record screen content with webcam overlay so lessons include presenter context with synced narration.

  • Help-desk and process documentation

    Capture audio walkthroughs with region control

    Focused walkthrough recordings

    Record a selected screen area with narration for later review and internal documentation.

Best for: Fits when individuals on Windows need repeatable local screen recording with system audio and quick webcam overlays.

Conclusion

After evaluating 10 screen audio recording software, Loom stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
Loom

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Screen Audio Recording Software

Which screen audio recorder works best for narrated tutorials and onboarding?
Loom suits teams that need synchronized narration, webcam overlays, and instant web playback for onboarding. Screencastify adds webcam overlays, trimming, and organization controls for training workflows. OBS Studio fits teams that need scene switching and detailed audio routing instead of immediate sharing.
How do these tools combine microphone audio with system audio?
FlashBack Express mixes system audio and microphone input in one capture session and includes narration cleanup. OBS Studio provides configurable audio sources and sync controls, while Bandicam combines microphone and system audio for local recordings. ScreenPal supports microphone capture but offers fewer advanced mixing controls.
Which options support extensible or automated recording workflows?
OBS Studio supports plugins, scripting, scene changes, and hotkey-driven capture automation. ShareX provides scheduled tasks, configurable capture profiles, output naming, and chained actions. The other listed tools focus more on guided recording interfaces than plugin or script extensibility.
What technical requirements separate browser capture from desktop recording?
ScreenPal provides browser-based capture for core recording, so it avoids desktop capture app deployment. Debut Video Capture targets Windows users, while OBS Studio, Bandicam, Movavi Screen Recorder, and Icecream Screen Recorder use installed desktop workflows. Browser capture favors quick access, while desktop tools provide more direct control over local files and encoding.
How should teams manage recording access and security?
Loom uses shareable web playback with viewer controls, while Screencastify provides link-based sharing and managed organization controls. Local tools such as OBS Studio, Bandicam, and Movavi Screen Recorder keep recording files in local export workflows, which reduces dependence on hosted sharing but leaves access management to the team’s storage system.
What breaks if a team needs multi-track editing or fine encoder control?
ScreenPal and Loom keep editing focused on trimming and lightweight adjustments, so they fall short for multi-track mixing and detailed codec tuning. OBS Studio offers configurable encoders and audio sources during capture, while Bandicam provides codec and bitrate controls for local output. These tools shift more setup and post-production work to the operator.
How can existing recordings move between these tools?
FlashBack Express, Bandicam, Movavi Screen Recorder, ShareX, and Debut Video Capture export local files in common formats, allowing files to enter other editors or storage systems. Loom and Screencastify center workflows on shared web recordings, so moving content typically requires downloading an export and recreating link-based access.
When is local recording preferable to cloud sharing?
Local recording fits offline capture, controlled file storage, and repeated export workflows, which makes OBS Studio, Bandicam, ShareX, and Debut Video Capture suitable for those requirements. Cloud-oriented tools such as Loom and Screencastify fit review and onboarding workflows that depend on shareable playback links. Local workflows require separate storage and review controls.
How can users prevent missing or unsynchronized audio?
Users should select the intended microphone and system audio sources, run a short test, and verify levels before recording. FlashBack Express provides integrated mixing, while OBS Studio includes dedicated audio-video sync controls. ScreenPal has simpler audio controls, so advanced routing and synchronization require fewer available options.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Screen Audio Recording Software

Screen audio recording software differs most in whether it captures the right audio sources with dependable timing. We focus on Audio source routing, Audio-video sync, and Export format control, because these decide if your recordings are usable in real workflows.

Audio source routing

Why it matters

Audio source routing determines whether you can record system sound, mic input, or both without surprises. For screen audio recording software, this is often the difference between a clean file and unusable noise or silence.

How to check

On a demo, record two short clips: one with system audio only, one with mic only, then one with both. Replay and confirm the correct channel content is present and not doubled.

Audio-video sync accuracy

Why it matters

Audio-video sync accuracy matters when viewers follow spoken cues, on-screen actions, or tutorials. Even small drift can undermine the value of the final screen recording.

How to check

Record a quick screen clip where you can correlate a visible event (like a button click) with a spoken word. Scrub the timeline and listen for any noticeable lead/lag throughout playback.

Recording modes and start/stop control

Why it matters

Recording modes and start/stop control affect how consistently you can capture exactly what you need. This is critical when you only want one application window or a specific segment.

How to check

Try recording a window vs a full screen, then perform an immediate stop and a second segment. Ask whether the selection changes mid-session and whether your second segment carries correct boundaries.

Output quality and compression control

Why it matters

Output quality and compression control determine how clear speech stays after export. If quality shifts silently, your final deliverable may fail review or rework deadlines.

How to check

Record the same 20-second spoken sample, export it using each available audio quality option, and compare intelligibility on quiet consonants. Confirm you can see or choose the audio bitrate/quality level in the export settings.

Hotkeys and workflow control

Why it matters

Hotkeys and workflow control reduce mistakes during capture, especially when you need to pause, resume, or mark segments quickly. This is where screen audio recording software either fits real use or interrupts it.

How to check

In a demo, set custom shortcuts and record while switching apps. Verify hotkeys respond reliably and that pressing them doesn’t create clipped audio or duplicate segments.

Export format and container options

Why it matters

Export format and container options affect compatibility with editors, LMS players, and collaboration tools. The wrong container or limited audio output can force unnecessary conversions.

How to check

Export once using the default choice and once using any alternate format offered. Try opening the exports in a common media player and in a basic editor import, then check whether audio remains intact.

Red flags

  • Audio-video sync noticeably drifts during a short clip
  • You can’t reliably select system sound vs mic without cross-contamination
  • Export choices change speech clarity or break playback in common tools

Fit by situation

  • If you need to capture system sound for a tutorial, prioritize Audio source routing.
  • If your recordings include spoken instructions tied to on-screen actions, prioritize Audio-video sync accuracy.
  • If your workflow requires editing and sharing in multiple players, prioritize Export format and container options.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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