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Top 10 Best Voice Recording Software of 2026

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Top 10 Best Voice Recording Software of 2026

Editorial roundup comparing voice recording software options and where they fit, with tradeoffs for OBS Studio, Adobe Audition, and Audacity.

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

Voice recording software determines whether capture is reliable across microphones, browsers, or studios and whether playback and edits stay consistent for later review. This comparison helps analysts and operators weigh recording depth, transcription alignment, and automation or integration needs without treating call capture and editing as the same problem.

OBS Studio is the best pick for teams that need repeatable, externally controllable voice capture because its WebSocket control API can trigger recordings and scene changes, whereas Adobe Audition fits editors who want a single workflow for waveform cleanup plus multitrack sequencing in one place.

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

OBS Studio

WebSocket control API lets external tooling trigger recordings and scene changes for repeatable call capture.

Best for: Fits when teams need programmable audio capture workflows with scene control and external automation.

2

Adobe Audition

Editor pick

Single-editor workflow combining waveform cleanup and multitrack sequencing for voice projects.

Best for: Fits when teams need polished voice edits and multitrack assembly with consistent effects.

3

Audacity

Editor pick

Batch processing for offline cleanup of many recordings using saved effect chains.

Best for: Fits when teams need waveform editing for call capture and later external transcription.

Comparison Table

1
OBS StudioBest overall
SMB
9.2/10
Overall
2
enterprise
8.7/10
Overall
3
8.6/10
Overall
4
8.3/10
Overall
5
8.0/10
Overall
6
enterprise
7.7/10
Overall
7
7.5/10
Overall
8
enterprise
7.2/10
Overall
9
6.9/10
Overall
10
6.5/10
Overall
#1

OBS Studio

SMB

Free open-source software for screen and voice recording plus live streaming.

9.2/10
Overall
Features9.2/10
Ease of Use9.1/10
Value9.3/10
Standout feature

WebSocket control API lets external tooling trigger recordings and scene changes for repeatable call capture.

OBS Studio targets live capture and voice recording by treating audio like a routing graph built from sources, filters, and scene controls. It supports multiple audio inputs with per-source gain and filter chains such as noise suppression, noise gate, and EQ, which helps keep voice usable for later transcription.

Recording produces video and audio together by default, but the workflow can be configured for audio-first capture with formats that support downstream editing. The software also supports extensive extensibility through community plugins and a documented WebSocket control API for external automation.

Pros
  • +Source and filter chains apply per input, including gain control and EQ
  • +WebSocket control API enables external automation for start, stop, and scene changes
  • +Plugin ecosystem extends audio processing and media handling beyond built-in tools
  • +Mixing and monitoring are configurable in real time for tight recording sessions
Cons
  • –Audio setup often needs careful routing and device selection to avoid routing mistakes
  • –Multi-track voice export is not a native focus compared with dedicated podcast recorders
  • –Scene switching can complicate repeatable capture unless layouts are standardized
  • –Long unattended runs need operator discipline because governance features are limited
Use scenarios
  • Creators and event producers

    Record locally while streaming live

    Live broadcast plus local copy

  • Tutorial creators and educators

    Capture screen with commentary mic

    Composed screen recording

Show 2 more scenarios
  • Streamers and voice commentators

    Process mic audio inside scenes

    More consistent voice levels

    Apply per-source gain, noise suppression, gating, and EQ to microphone input during capture.

  • Podcasters and small media teams

    Build reusable podcast recording scenes

    Consistent podcast audio capture

    Set up camera, screen, and microphone sources and record locally with controlled layouts and mic processing.

Best for: Fits when teams need programmable audio capture workflows with scene control and external automation.

#2

Adobe Audition

enterprise

Professional digital audio workstation for recording, mixing, and restoring voice audio.

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

Single-editor workflow combining waveform cleanup and multitrack sequencing for voice projects.

Adobe Audition brings waveform and multitrack editing into one environment, which helps when recording staff need both quick cleanup and timeline-based assembly. The tool supports common audio input devices through Windows and macOS driver layers and offers monitoring controls for level management during capture. Effects processing is applied in-session so noise reduction, EQ, and dynamics can be iterated without switching tools.

A tradeoff is that Audition’s strongest workflow is editorial and post-focused, not call-capture automation, so routing large volumes from SIP or contact-center systems needs an external capture layer. A strong usage situation is producing a polished voice recording or short episode segment where multiple takes require editing, normalization, and consistent loudness before export.

Pros
  • +Waveform and multitrack editing in one workspace
  • +Iterative effects chains with immediate playback feedback
  • +Strong monitoring controls for capture-level management
  • +Export options that fit common publishing playback needs
Cons
  • –Not designed for turnkey call capture automation from telephony systems
  • –Workspace complexity increases for teams that only need basic recording
  • –Automation and batch operations require deliberate setup
  • –Requires manual project organization for multi-speaker sessions
Use scenarios
  • Podcast producers

    Post-process interview audio segments

    More consistent listener loudness

  • Training content teams

    Edit scripted voice recordings

    Faster revision cycles

Show 2 more scenarios
  • Indie sound designers

    Build voice with layered effects

    Repeatable voice styling

    Route audio through effects chains and automate changes during timeline playback.

  • Small production studios

    Prepare tracks for video handoff

    Fewer re-sync issues

    Deliver mixed voice assets with predictable formatting for downstream editors.

Best for: Fits when teams need polished voice edits and multitrack assembly with consistent effects.

#3

Audacity

SMB

Free open-source audio recording and editing software for desktop.

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

Batch processing for offline cleanup of many recordings using saved effect chains.

Audacity manages multitrack audio inside a single editing session, so capture, cut, and arrangement stay in one place. It includes batch processing for repeated cleanup tasks across multiple recordings and supports plug-in effects via its plug-in host. For handoff, it exports to standard audio formats and preserves edited audio as a deliverable asset.

A key tradeoff is that transcription, diarization, and playback automation are not native core features in Audacity, so transcription pipelines require external tools or manual handoff. Audacity works well for recording interviews or support calls, then exporting cleaned audio for later transcription, captioning, or distribution steps.

Pros
  • +Multitrack timeline keeps recording and editing in one session
  • +Batch processing speeds repetitive cleanup across many recordings
  • +Plug-in host supports third-party VST effects during editing
  • +Export tools support standard workflows for downstream publishing
Cons
  • –Transcription and speaker diarization require external tooling
  • –Advanced monitoring and routing depend on audio driver setup discipline
Use scenarios
  • Podcast producers and editors

    Trim interviews and normalize loudness

    Consistent episodes from raw recordings

  • Customer support QA teams

    Review calls with repeatable redaction

    Faster standardized call preparation

Show 1 more scenario
  • Independent voiceover talent

    Record takes and apply effect chains

    Ready-to-deliver voice files

    Creators monitor levels while capturing, then process and export finished takes.

Best for: Fits when teams need waveform editing for call capture and later external transcription.

#4

Zencastr

SMB

Browser-based podcast voice recording with separate local tracks per guest.

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

Participant-local recording with automatic multitrack session assembly for speaker-separated post-production.

Zencastr captures remote audio for interview-style recordings with per-speaker tracks and an in-browser workflow. It records locally on each participant device and then assembles a multitrack session for editing and export.

Pros
  • +Participant-side recording reduces dropouts from host audio routing issues
  • +Automatic multitrack assembly keeps speakers separated for editing
  • +Built-in transcription produces usable text for review and editing
  • +Web-based playback supports fast post-interview QC
Cons
  • –Advanced audio workflow controls are limited versus a full DAW
  • –Transcription output may need cleanup for proper names and overlap
Use scenarios
  • Voice professionals and producers

    Record remote contributors on separate tracks

    Speaker-separated source audio

  • Podcast producers and audio editors

    Run double-ender remote episodes

    Files ready for mixing

Show 2 more scenarios
  • Talk show producers and podcast teams

    Repeat browser sessions for co-hosted shows

    Consistent remote intake

    Use a repeatable in-browser workflow to record multi-guest sessions across remote locations.

  • Podcast hosts and editorial teams

    Interview guests with per-speaker tracks

    Cleaner multitrack interviews

    Keep each guest on a separate recording track to simplify editorial work by speaker.

Best for: Fits when remote interviews need separate tracks, quick playback review, and automated transcription.

#5

Descript

SMB

Audio and video recording studio with transcript-based editing.

8.0/10
Overall
Features8.0/10
Ease of Use8.0/10
Value8.0/10
Standout feature

Transcript-to-edit workflow that applies edits to spoken audio regions inside a single project view.

Descript is a strong fit for teams that treat call capture and transcription as an editorial workflow rather than a separate pipeline. Text-driven edits let users remove filler, reorder segments, and regenerate audio from edited transcript regions while maintaining the same session context. Playback and revision happen inside the project view, which reduces friction for podcasting DAW-style review cycles.

Pros
  • +Transcript-first editing makes voice edits faster than waveform-only workflows
  • +Timeline playback stays synchronized with transcript revisions
  • +Speaker-focused tooling supports structured review of long recordings
  • +Project reuse reduces setup time for recurring capture formats
Cons
  • –Precision audio engineering workflows are weaker than full DAW editors
  • –Complex routing and external monitoring require workarounds
  • –Automation surface is mostly centered on transcription outputs
  • –Large-session collaboration can feel more manual than governance-led tools
Use scenarios
  • Podcast editors

    Rewrite segments from transcript

    Faster post-production approvals

  • Customer support ops

    Extract quotes from call recordings

    More consistent coaching notes

Show 1 more scenario
  • Training content teams

    Remove filler across long sessions

    Cleaner training playback

    Text-driven edits make it practical to clean multiple recordings without manual slicing each track.

Best for: Fits when call capture outputs need transcript-level editing and stakeholder-ready playback.

#6

Ableton Live

enterprise

Digital audio workstation optimized for live performance and studio voice recording.

7.7/10
Overall
Features7.7/10
Ease of Use7.7/10
Value7.7/10
Standout feature

Clip-based Session view and punch-in workflows make it practical to build takes as replaceable clips.

Ableton Live records and edits voice as audio inside a multitrack Session view that supports clip-based punch-in takes. It doubles as a voice processing environment with VST plugin hosting, real-time latency monitoring, and extensive routing for monitoring and effects chains.

Pros
  • +Session view supports rapid punch-in and clip-based take comping
  • +VST plugin hosting supports detailed voice processing chains
  • +Routing and monitoring let performers hear effects while recording
  • +Multitrack editing tools speed up cleanup and arrangement for playback
Cons
  • –No native transcription pipeline or speaker diarization for call content
  • –Setup for low-latency monitoring depends on interface driver behavior
  • –Call capture requires external telephony integration for SIP or ISDN sources
  • –Tempo and MIDI workflow can distract from straight recording-only use
Use scenarios
  • Independent recording producers

    Capture voice and MIDI in one project

    Edited multitrack production session

  • Vocal producers and recording artists

    Record multiple vocal takes then comp

    Selected time-aligned take

Show 2 more scenarios
  • Live loop performers

    Layer vocal phrases with loop overdubs

    Synchronized layered loops

    Launch clip ideas and record tempo-quantized overdubs to stack phrases during a performance.

  • Beat makers and electronic producers

    Record voice over loop-based ideas

    Iterated voice-ready arrangement

    Sketch beat structures with clips and later integrate recorded voice into the arrangement and effects chain.

Best for: Fits when voice capture needs creative editing, plugin-based processing, and repeatable takes inside one session.

#7

Soundtrap

SMB

Online recording studio for voice and music with real-time collaboration.

7.5/10
Overall
Features7.5/10
Ease of Use7.6/10
Value7.4/10
Standout feature

Collaborative multitrack sessions in-browser with simultaneous recording and review workflows.

Soundtrap is a browser-first voice recording and multitrack workspace aimed at collaboration and fast session creation. It provides an in-browser waveform editor for trimming, arranging, and basic editing after capture.

Pros
  • +Browser-based multitrack editing for quick record-review cycles
  • +Real-time collaboration features for shared recording sessions
  • +Integrated waveform editing for trimming and arrangement after capture
  • +Export supports handoff to external editing or posting workflows
Cons
  • –Browser audio capture limits control over device routing and audio drivers
  • –Advanced DAW features for mixing, effects, and routing can feel constrained
  • –Automation depth for broadcast-style production workflows is limited
  • –Transcription quality depends on room noise and input clarity
Use scenarios
  • Podcasters and small audio teams

    Record and trim voice into podcast segments

    Edited podcast draft

  • Independent musicians and creators

    Record multiple audio takes in one project

    Organized multitrack session

Show 2 more scenarios
  • Small production teams and remote contributors

    Review and revise recorded audio collaboratively

    Refined collaborative project

    Work in a shared timeline to revise voice and arrange changes after recording sessions.

  • Songwriters and distributed music teams

    Co-create voice demos in one workspace

    Jointly developed demo

    Record and edit ideas together in the same project so arrangements evolve as collaborators revise.

Best for: Fits when remote teams need fast capture, shared edits, and lightweight transcription in the browser.

#8

Logic Pro

enterprise

Apple's professional audio recording and production software for macOS.

7.2/10
Overall
Features7.2/10
Ease of Use7.3/10
Value7.1/10
Standout feature

Advanced take handling with punch-in and track-level comping in a single multitrack project.

Logic Pro is a macOS music production DAW that doubles as a serious voice recording and editing environment. It supports multitrack session recording with a waveform editor, punch-in workflows, and built-in effects for monitoring and post.

Pros
  • +Audio Unit effects chain supports real-time monitoring and post processing
  • +Multitrack sessions make layered call capture and comping practical
  • +Tempo-synced automation helps keep levels and dynamics consistent across edits
  • +Extensive track editing and takes management for dialogue cleanup
Cons
  • –Focus is DAW-centric, so call capture workflows need careful session setup
  • –No native transcription or diarization pipeline inside the recording project
  • –Device compatibility hinges on Core Audio drivers and audio interface behavior
  • –Batch export and media publishing require manual routing outside the DAW
Use scenarios
  • Voice-over engineers and dialogue editors

    Record and export dialogue from one session

    Export-ready spoken-word audio

  • Recording engineers and musicians

    Capture and assemble composite vocal performances

    Polished composite performance

Show 2 more scenarios
  • Remix producers and post-production teams

    Create separated voice stems for delivery

    Organized voice stems

    Rework existing audio and align samples to tempo then export alternate sections and separated parts.

  • EDM and electronic producers

    Integrate spoken samples into electronic tracks

    Tempo-aligned track sections

    Arrange tempo-aligned sections with automation and loop-based structure to fit voice into transitions.

Best for: Fits when voice capture and editing live inside a reusable DAW session workflow.

#9

FL Studio

SMB

Pattern-based digital audio workstation with multitrack voice recording.

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

Recording-time monitoring with VST effects inside the input signal chain using FL Studio’s plugin routing.

FL Studio is primarily a MIDI sequencing and music production DAW, not a purpose-built voice capture suite. It can record from ASIO or Core Audio using a VST plugin host for monitoring effects during capture, then edit audio in a waveform-focused editor.

Pros
  • +Multitrack recording with strong audio clip editing and comping workflow
  • +Low-latency monitoring through VST plugins on the recording input chain
  • +Wide hardware I O compatibility via ASIO and Core Audio drivers
  • +Export flexibility for mixing ready call audio and playback inserts
Cons
  • –No built-in call transcription or speaker diarization pipeline
  • –Voice capture setup depends on choosing correct driver mode and buffer sizes
  • –Broadcast-style automation and NLE handoff tools are not tailored for calls
  • –Advanced governance and RBAC controls are not a native focus
Use scenarios
  • Recording artists and home studios

    Record microphone audio inside a project

    Audio ready for editing

  • Independent music producers

    Structure songs around recorded voice clips

    Structured voice-and-music arrangement

Show 2 more scenarios
  • Freelance audio creators

    Warp and export voice mixes or stems

    Portable delivery files

    Use waveform corrections and export features to deliver portable files and production-ready stems.

  • Beat makers and electronic producers

    Pair recorded voice with drum pattern production

    Rhythmic voice-backed ideas

    Build rhythmic patterns in the step sequencer and integrate voice audio into the evolving arrangement.

Best for: Fits when teams capture interviews for later production editing, then handle transcription and diarization outside FL Studio.

#10

Reaper

SMB

Lightweight digital audio workstation with full multitrack voice recording.

6.5/10
Overall
Features6.5/10
Ease of Use6.5/10
Value6.5/10
Standout feature

Reaper’s track-level routing plus granular automation lets voice engineers apply repeatable processing during playback and export.

Reaper fits teams that need a high-control audio workstation for recording voice and shaping it into usable deliverables. Multitrack recording, an audio waveform editor, and a plugin host with VST support cover typical capture, monitoring, and post processing steps in one session.

Pros
  • +Fast routing and signal flow control for complex voice recording chains
  • +Deep automation for gain rides, mutes, and FX parameter changes
  • +Wide plugin compatibility via its VST plugin host workflow
  • +Session flexibility for multitrack editing and export variations
Cons
  • –Voice-focused capture flows need manual setup for best monitoring
  • –Transcription and diarization require external tooling outside Reaper
Use scenarios
  • Audiobook editors and voice studios

    Organize and export narration takes

    Consistent spoken-word audio

  • Vocal engineers and voice producers

    Comp punch-in vocal performances

    Clean assembled vocal performance

Show 2 more scenarios
  • Home producers and independent musicians

    Record voice and build an arrangement

    Configurable export-ready project

    Combine audio recording with MIDI sequencing, arrangement editing, and plugin-based production for full projects.

  • Small recording studios

    Record and mix multitrack bands

    Completed multitrack mix

    Capture multitrack performances then shape them through flexible routing, effects, automation, and mixing tools.

Best for: Fits when call capture needs detailed editing and repeatable monitoring control before handoff to transcription.

Conclusion

After evaluating 10 voice recording software, OBS Studio 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
OBS Studio

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 Voice Recording Software

Which tools support transcript-to-edit workflows for call recordings and playback review?
Descript edits audio through transcript regions, so speaker corrections and cut decisions happen in the same transcript-first interface. This approach contrasts with Audacity’s timeline waveform edits, where transcript edits require a separate transcription step before cleanup.
How does OBS Studio handle automation for repeatable call capture compared with tools that rely on manual capture?
OBS Studio exposes a WebSocket control API that lets external tooling start recordings and switch scenes to standardize capture across sessions. Audacity can batch-process effects offline, but it does not provide a built-in remote control interface for live scene orchestration during capture.
When does local multitrack assembly matter more than cloud-based capture for remote interviews?
Zencastr records locally on each participant device and assembles a multitrack session afterward, which reduces reliance on a single live uplink for audio capture. Soundtrap supports browser-based collaboration and in-project review, but its workflow depends on the browser session for coordinated recording and editing.
What breaks if transcription and speaker diarization are treated as a native feature instead of an external pipeline?
Reaper supports editing and routing but lacks native transcription and diarization in its core workflow. Teams that assume diarization is built in often end up adding a separate transcription pipeline, while Descript and Zencastr provide transcription-oriented workflows inside their own projects.
Which editor is better for offline cleanup of many call recordings using repeatable processing chains?
Audacity supports batch processing with saved effect chains, which fits high-volume call cleanup where the same noise reduction and normalization settings apply across files. Reaper can automate processing inside sessions, but batch cleanup across many independent recordings typically requires additional workflow setup.
How do waveform editors differ between Adobe Audition and Descript for multitrack voice editing?
Adobe Audition provides waveform and multitrack assembly in a DAW-style timeline, which supports detailed cleanup and consistent effects sequencing. Descript anchors edits to transcript regions, so revisions are driven by text-to-audio alignment rather than only by waveform selection.
What tradeoff appears when choosing a DAW clip-based take workflow like Ableton Live versus a timeline-focused workflow?
Ableton Live’s Session view treats recordings as replaceable clips, which makes punch-in take swaps fast but can complicate precise long-form timeline edits across many tracks. Logic Pro’s arrangement and edit tools support punch-in and take management in a multitrack project, which reduces fragmentation for longer voice sessions.
Which tool supports extensibility for audio routing and plugin ecosystems during capture and monitoring?
Ableton Live hosts VST effects for monitoring and routing inside the session, which supports configurable input chains for voice capture. Reaper also supports VST plugin hosting, but it centers on manual track routing and granular automation rather than clip-based take management in a Session view.
How should teams plan data migration and file handoff when moving sessions between a DAW and a transcription pipeline?
Logic Pro, Adobe Audition, and Reaper typically export audio files that feed downstream transcription pipelines, so the migration step is format preparation and loudness consistency. Descript can keep transcript artifacts tied to the same project for edits, while OBS Studio’s capture flow often requires organizing exported recordings for later transcription and playback review.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Voice Recording Software

What separates voice recording software options is what they do with audio right after capture—especially for Audio session controls and Track handling. The best choice depends on how you plan to record, edit, and export your sessions, not on marketing claims.

Audio session controls

Why it matters

Audio session controls decide how reliably recordings start, stop, and stay consistent across longer sessions and changing conditions. If you work from the same workflow every time, session controls prevent lost takes and messy files.

How to check

On a demo, run a 2–5 minute recording session and try starting/stopping multiple times, including while the app is minimized or the window focus changes. Confirm the app creates a clean result per take (or clearly documented naming and overwrite behavior).

Track handling for multiple sources

Why it matters

Track handling determines whether multiple microphones or sources stay organized without manual cleanup. If you ever record interviews, meetings, or screen audio together, this label affects how much rework you face.

How to check

Use the product with two simultaneous input sources if available, or a rapid switch between inputs. Check whether each source remains separable after recording and whether you can mute/solo and re-order tracks before export.

Editing with markers and trimming

Why it matters

Editing with markers and trimming matters because most real projects need fast cut points, not full redesigns. Good marker behavior helps you revisit a take without losing timing accuracy.

How to check

Pick a sample recording, add at least three markers, and trim around them. Verify exported files preserve marker locations (or provide an obvious workflow to export with those cut points).

Export formats and metadata retention

Why it matters

Export formats and metadata retention affect whether your recordings plug into later workflows without losing context. If you rely on filenames, timestamps, or notes, retention can save hours.

How to check

Export the same take to at least two common formats offered by the app, then compare file properties (duration, creation time, and any embedded tags). Ask the demo to show whether the app carries over session notes or track names into the exported file.

Input setup and monitoring options

Why it matters

Input setup and monitoring options influence whether you avoid clipping and capture the right source level. Even if you do light work only, control here prevents unusable audio.

How to check

In the demo, set an input source and confirm the app shows live level indicators during recording. Intentionally record once too hot and once more controlled, then check how the waveform display helps you decide what to redo.

Project organization and version history

Why it matters

Project organization and version history determine whether you can return to an earlier edit without hunting for “the real one.” For recurring work, reliable projects reduce accidental overwrites.

How to check

Create a project, make a trim edit, then do a second edit. Confirm whether the app preserves prior versions or offers a clear restore path, and verify autosave behavior by closing and reopening the project.

Red flags

  • Record sessions overwrite takes without clear naming or recovery options.
  • Tracks collapse into one mixed file even when multiple sources are used.
  • Export drops track names, timestamps, or notes you added in the editor.

Fit by situation

  • If you record interviews over multiple days, prioritize Audio session controls so each take stays clean.
  • If you capture multiple microphones or mixed sources, prioritize Track handling for repeatable organization.
  • If you revise the same recordings often, prioritize Project organization and version history to avoid losing prior edits.
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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