Commissioned Research
Top 10 Best Music Player Software of 2026

GITNUXSOFTWARE REVIEW

Music And Audio

Top 10 Best Music Player Software of 2026

Compare music player software options and what each does best for desktop and mobile listening. Includes MediaMonkey, Winamp, and Spotify.

21 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

Search agents gather the source set and the review record, including transcriptions of 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

Music player software matters when a library grows beyond simple playback and needs consistent metadata, reliable tagging, and predictable playback across devices. This comparison helps evidence-minded readers weigh local collection tools against cloud streaming workflows using concrete capabilities like library data models, audio playback controls, and integration paths.

MediaMonkey is the best pick for desktop users curating large local libraries because its smart playlist logic ties playback views to detailed tag edits, while Winamp is the better alternative for people who want responsive local playback plus a flexible DSP plugin chain to shape sound.

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

MediaMonkey

Smart playlist logic based on detailed tag edits and library views, not just manual playlists.

Best for: Fits when a desktop PC must curate a large library and feed consistent playback locally.

2

Winamp

Editor pick

DSP plugin architecture lets users stack custom audio effects without changing playback sources.

Best for: Fits when desktop playback for local libraries matters more than server-based media control.

3

Spotify

Editor pick

Spotify Connect for real-time control and handoff between phone, desktop, and supported speakers.

Best for: Fits when listening centers on playlists, podcasts, and cross-device handoff.

Comparison Table

1
MediaMonkeyBest overall
library management
9.0/10
Overall
2
consumer desktop
8.7/10
Overall
3
consumer streaming
8.6/10
Overall
4
open-source desktop
8.5/10
Overall
5
audiophile desktop
8.3/10
Overall
6
consumer streaming
7.8/10
Overall
7
consumer streaming
7.5/10
Overall
8
consumer streaming
7.2/10
Overall
9
lightweight desktop
6.8/10
Overall
10
open-source desktop
6.6/10
Overall
#1

MediaMonkey

library management

Music and media organizer with playback, tagging, syncing, and large-library management tools.

9.0/10
Overall
Features9.0/10
Ease of Use9.0/10
Value9.0/10
Standout feature

Smart playlist logic based on detailed tag edits and library views, not just manual playlists.

MediaMonkey focuses on local library control with scanning, tag editing, and metadata cleanup workflows that keep recordings consistent across folders. Library objects drive playlist behavior, so changes in tags can propagate to smart playlists without manual re-curation. The player also integrates network playback features through UPnP media rendering and DLNA server integration, which can reduce the need for separate servers.

A main tradeoff is that the add-on ecosystem and option-heavy configuration can feel slower than media-center tools built for simple remote streaming. MediaMonkey fits when a single PC is the library authority and multiple outputs need curated playlists, including phones or other devices via sync and local renderers.

Pros
  • +Tag-based library scanning with smart playlist behavior tied to metadata
  • +UPnP media renderer and DLNA server integration for local network playback
  • +Device sync and playlist exports that support offline listening
  • +Extensibility through add-ons for workflow-specific feature coverage
Cons
  • –Interface and configuration depth can slow down first-time setup
  • –Automation and remote administration controls are limited versus server-first players
  • –Some playback and output behaviors depend on OS audio configuration
  • –Advanced metadata normalization workflows require user attention
Use scenarios
  • Music collectors with mixed metadata

    Normalize tags and manage smart playlists

    Less manual playlist rework

  • Home media users

    Stream curated playlists over LAN

    Fewer separate media servers

Show 2 more scenarios
  • People syncing offline devices

    Keep playlists consistent during sync

    Repeatable offline listening

    Library-driven device sync uses your tags to decide what ends up on portable storage.

  • Windows audio workflow users

    Control output path behavior

    Better playback consistency

    Output configuration options support Windows audio handling for different playback setups.

Best for: Fits when a desktop PC must curate a large library and feed consistent playback locally.

#2

Winamp

consumer desktop

Media player brand offering desktop playback, library features, and connected music services.

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

DSP plugin architecture lets users stack custom audio effects without changing playback sources.

Winamp is a classic music player that keeps a lightweight desktop focus while still supporting modern media workflows. It handles large local libraries with a built-in media database, fast playlist creation, and an extensible DSP and visualization ecosystem.

Winamp also supports scrobbling workflows and network playback options through add-ons, which matters for users who want one player across local files and connected sources. Tag editing and metadata display are available for everyday cleanup without needing a separate library manager.

Pros
  • +Low-friction local playback with a responsive media library index
  • +DSP plugin architecture supports custom audio processing chains
  • +Extensive visualization options for multi-monitor desktop playback
  • +Playlist management workflow works well for large collections
Cons
  • –Advanced library automation depends on add-ons rather than core features
  • –Modern network rendering features are uneven compared with server-first players
  • –Playback consistency across uncommon formats can require extra components
  • –Metadata normalization workflows are limited versus dedicated library tools
Use scenarios
  • Windows music collectors

    Rip audio CDs to digital files

    Digital copies of CD tracks

  • Desktop music listeners

    Browse folders and play local audio

    Convenient playback of local tracks

Show 2 more scenarios
  • Home media organizers

    Scan and correct tags and artwork

    More consistent library information

    Library scanning updates track tags and artwork to keep metadata consistent.

  • Customization-focused listeners

    Use skins and plugins for layout changes

    Player workflow matches preferences

    Skins and plugins adjust the interface and extend playback behavior for personal workflows.

Best for: Fits when desktop playback for local libraries matters more than server-based media control.

#3

Spotify

consumer streaming

Desktop and web music player with a massive licensed streaming catalog and local playback support on desktop apps.

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

Spotify Connect for real-time control and handoff between phone, desktop, and supported speakers.

Spotify treats music playback as a streaming-first experience with strong cross-device syncing and algorithmic discovery tied to listening history. It supports personalized playlists, podcasts, and local file playback alongside its catalog, with queue control and crossfade options in the player UI.

Spotify Connect extends playback control across phones, desktop apps, and compatible speakers with real-time handoff. Library management centers on saved tracks, albums, and playlists rather than a self-hosted music library workflow.

Pros
  • +Spotify Connect enables fast, reliable playback handoff across devices
  • +Crossfade and queue controls support frictionless listening sessions
  • +Podcast and music timelines share the same player navigation model
  • +Large catalog reduces dependence on manual metadata cleanup
Cons
  • –Local file playback is not a full replacement for a scanned music library
  • –Advanced audio output behavior is limited compared with dedicated desktop players
  • –Metadata editing and normalization tools are minimal for local libraries
  • –Automation and API-driven library administration are constrained for self-management
Use scenarios
  • Everyday music listeners

    Stream albums, tracks, and mixes

    Convenient access to music

  • Discovery-driven listeners

    Use recommendations, mixes, and radio

    Refreshed listening suggestions

Show 2 more scenarios
  • Friends and informal groups

    Create and share structured playlists

    Shareable music selections

    Users create and organize playlists and can share them with others, including collaborative updates in some cases.

  • Casual audio adjusters

    Tune tone using equalizer presets

    Basic tonal correction

    Equalizer presets provide basic tonal adjustment without configuring system-wide audio tools.

Best for: Fits when listening centers on playlists, podcasts, and cross-device handoff.

#4

Strawberry

open-source desktop

Open-source music player for desktop systems focused on collection management and high-quality audio playback.

8.5/10
Overall
Features8.5/10
Ease of Use8.5/10
Value8.5/10
Standout feature

Cue sheet parsing that turns disc-level content into clean, browsable tracks inside the library.

Strawberry performs library scanning and metadata normalization so edits propagate through browsing, search, and playback history views. Cue sheet parsing supports disc images and multi-track album splits that remain navigable inside the same library tree. Playback behavior includes gapless handling and per-track gain adjustments from tags, which helps keep volume consistent across albums.

Pros
  • +Library scanner and tag editor work together for consistent metadata
  • +Cue sheet parsing keeps ripped disc tracks organized in one library
  • +Gapless playback plus gain handling reduces album-to-album volume swings
  • +Playlist generation supports workflows across local players
Cons
  • –Network playback features require separate renderer setup
  • –Advanced DSP and output tuning depend on the installed audio stack
Use scenarios
  • Music hobbyists

    Maintain cue-based album structure

    Clean browsing and fewer manual edits

  • Home library managers

    Correct tags at scale

    Consistent search and playback history

Show 2 more scenarios
  • People with network speakers

    Send playlists to renderers

    Stable playback across rooms

    Exported playlists and control integrations support repeatable playback on other devices.

  • Audiophile listeners

    Keep album continuity and level

    More consistent listening sessions

    Gapless playback and tag-driven gain reduce transitions and level jumps between tracks.

Best for: Fits when personal libraries need accurate tag workflows and cue-based album organization.

#5

JRiver Media Center

audiophile desktop

Paid media player and library manager with advanced audio playback, tagging, and device support.

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

DSP plugin architecture supports custom audio processing chains within a single playback pipeline.

JRiver Media Center organizes local music files into a searchable library, then plays them with configurable DSP chains. It provides a detailed output stack with WASAPI exclusive mode on Windows, ASIO support for low-latency paths, and per-device audio settings.

Pros
  • +DSP routing and effects chain is deep for local playback workflows
  • +WASAPI exclusive mode and ASIO support support tight output control
  • +Built-in DLNA server integration enables renderer-based listening
  • +Tag editor and library scanning support practical metadata cleanup
Cons
  • –Large feature surface requires careful configuration for stable results
  • –Mobile and browser client support is limited versus dedicated server apps
Use scenarios
  • Music collectors and enthusiasts

    Batch update tags and artwork

    Cleaner metadata and discovery

  • DJs and offline playlist curators

    Filter library and export playlist files

    Reusable playlists from metadata

Show 2 more scenarios
  • Home users with mixed media

    Import audio, video, and photos together

    Unified catalog for browsing

    Local files from multiple media types get organized into one searchable library.

  • Home theater and HTPC users

    Play DVDs and Blu-ray within library

    Disc playback in one workflow

    The media player handles disc playback with menus, chapters, subtitles, and resume controls.

Best for: Fits when a single Windows machine needs a highly configurable library player and renderer-ready sharing.

#6

YouTube Music

consumer streaming

Streaming music player focused on official tracks, live recordings, remixes, and cloud-based listening history.

7.8/10
Overall
Features7.8/10
Ease of Use7.9/10
Value7.7/10
Standout feature

Radio-style mixes built from listening patterns that update continuously during playback.

YouTube Music plays tracks and manages your library through a browser or mobile app with a feed driven by recommendations from your viewing history. It supports playlists, radio-style mixes, offline downloads on supported devices, and streaming of audio tied to YouTube content.

Pros
  • +Accounts and playback state sync across phone, tablet, and web
  • +Strong playlist tooling for mixes, subscriptions, and queue-based listening
  • +Offline downloads support offline playback on supported devices
  • +Library search works across songs, albums, and artists with fast browsing
Cons
  • –Playback quality controls are limited compared with dedicated audio players
  • –Audio is cloud-based so local files and formats are not the center
Use scenarios
  • YouTube watchers who listen

    Convert watched videos into music playlists

    More relevant listening sessions

  • Commuters with limited connectivity

    Download songs for offline listening

    Fewer interruptions without signal

Show 2 more scenarios
  • Multi-device listeners

    Sync library across phone and web

    Consistent recommendations everywhere

    It uses the same account to keep listening state and library content consistent across devices.

  • Casual discovery listeners

    Radio-style mixes based on interests

    Continuous discovery without searching

    It generates mix-style listening streams from liked tracks and viewing behavior.

Best for: Fits when music listening needs align with YouTube catalog discovery and cross-device syncing.

#7

Amazon Music

consumer streaming

Music player and streaming service integrated with Amazon accounts, Alexa devices, and offline mobile playback.

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

Cross-device playback state and queue continuity across the Amazon Music web player and mobile apps.

Amazon Music at music.amazon.com is a web-first music player for personal listening, built around Amazon account identity and server-side libraries. It delivers streaming playback, browser controls, and phone-app handoff for queues and playback state without manual file scanning.

Pros
  • +Browser player integrates with Amazon account playback history
  • +Queue controls work consistently across web and mobile apps
  • +Search and playlist playback are fast with low setup overhead
  • +Home device casting and multi-device controls support common listening habits
Cons
  • –Local file playback and library scanning are not a core focus
  • –Advanced audio pipeline controls like resampling filters are not exposed
  • –Metadata and tag editing for personal libraries are limited or absent
  • –API and automation hooks for custom library workflows are not public
Use scenarios
  • Amazon Prime music listeners

    Stream playlists across browser and phone

    Less friction switching devices

  • Household music sharing users

    Follow shared listening habits

    More relevant recommendations

Show 2 more scenarios
  • Commute and background audio users

    Use browser controls during work

    Faster day-to-day playback

    Browser-first playback supports quick control without setting up local media scans.

  • Casual offline reliance users

    Listen offline via ecosystem features

    Offline listening when supported

    Offline local playback depends on Amazon ecosystem capabilities rather than typical local library folders.

Best for: Fits when listening is mostly streaming and playback state must follow accounts across devices.

#8

Apple Music

consumer streaming

Subscription music player service with native apps across Apple devices, Windows, and the web.

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

Device-synced playback and library interactions across Apple apps without external media servers.

Apple Music offers a music-player experience built around tight Apple-device integration and first-party media controls. The app supports library playback, curated editorial playlists, and offline listening for tracks downloaded to supported devices.

Pros
  • +Fast, consistent playback controls across iPhone, iPad, Mac, and Apple TV
  • +Offline downloads keep playback available without streaming connectivity
  • +Cross-device library and playlist changes propagate within Apple ecosystems
  • +High-quality audio output options aligned with device capabilities
Cons
  • –Limited automation and extensibility versus self-hosted personal library players
  • –No documented developer API for building external library workflows
  • –Playback and metadata editing remain centered on Apple apps
  • –Local-file library management is not the focus compared with server-based setups
Use scenarios
  • iPhone and Apple TV households

    Family listens with shared favorites sync

    Less manual playlist management

  • Apple ecosystem commuters

    Offline listening during travel commutes

    Reliable audio without coverage

Show 2 more scenarios
  • Music collectors on macOS

    Library playback with editorial playlist discovery

    More time spent listening

    It blends personal library playback with curated playlists for structured listening across devices.

  • Home users with shared devices

    Cross-device playback continuation and queue

    Fewer interruptions between devices

    It carries playback state behavior across Apple devices for smoother stop-and-resume sessions.

Best for: Fits when personal listening across Apple devices matters more than automation or open integrations.

#9

Audacious

lightweight desktop

Lightweight open-source audio player with classic interface options and plugin-based playback features.

6.8/10
Overall
Features6.8/10
Ease of Use6.8/10
Value6.8/10
Standout feature

Plugin-based DSP chain lets users build a persistent per-session audio effects pipeline.

Audacious is a desktop music player built around local library scanning, tag handling, and extensible playback via plugins. Its playback engine supports format decoding and practical features like replaygain-aware volume behavior and gapless playback in supported setups. The UI is configurable, and the focus stays on fast control of playback rather than catalog governance. Plugin options cover output handling and DSP effects, which makes it suitable for users who tune sound with a repeatable filter chain.

Pros
  • +Lightweight playback with responsive controls for large local libraries
  • +Plugin-based DSP chain supports repeatable sound tuning
  • +Replaygain-aware behavior helps keep tracks at consistent loudness
  • +Cues and tag-driven workflows fit offline collection management
Cons
  • –No built-in server features for remote playback across devices
  • –Limited external automation surface compared with media-server tools
  • –Advanced library governance requires manual workflows
  • –Feature depth depends on plugin availability and configuration discipline
Use scenarios
  • Audiophile desktop listeners

    Tune EQ and filters per library

    Repeatable sound profile

  • Home local library owners

    Play cue-sheet based albums

    Correct track sequencing

Show 2 more scenarios
  • People managing tag hygiene

    Fix metadata for personal collections

    More consistent metadata

    Tag editing and library scanning support practical metadata cleanup workflows.

  • Offline-first listeners

    Keep playback independent of servers

    Works without network services

    Local library playback avoids dependencies on media-server refresh cycles.

Best for: Fits when local playback speed and plugin DSP control matter more than remote library automation.

#10

DeaDBeeF

open-source desktop

Open-source audio player with plugin support, gapless playback, and detailed control over local libraries.

6.6/10
Overall
Features6.6/10
Ease of Use6.5/10
Value6.7/10
Standout feature

Tag editing and library maintenance are integrated into the playback workflow using in-app metadata tools.

DeaDBeeF is a lightweight desktop music player for personal libraries, built for fast playback control and local-first workflows. It includes a library scanner and a strong tag editor flow so metadata cleanup and playback organization happen inside the same app.

Pros
  • +Library scanning and tag editing run in the same workflow
  • +Fast seek, queue control, and playlist editing for local collections
  • +DSP-style audio processing options exposed in the player UI
  • +Good format coverage for typical personal library audio files
Cons
  • –No native built-in media-server layer for remote clients
  • –Advanced playback tuning often requires careful audio-device selection
  • –Metadata normalization and library rules are less automated than server tools
  • –Cross-device sync and governance controls are not a core focus
Use scenarios
  • Local music collection owners

    Play and manage large offline libraries

    Faster browsing and playback control

  • Audio hobbyists and editors

    Fix metadata for consistent tagging

    Cleaner tags and better sorting

Show 2 more scenarios
  • Power users on desktop

    Tune playback output to system

    More consistent audio output

    Playback configuration targets the system audio stack for predictable local output behavior.

  • Playlist curators

    Import and export playlist collections

    Portability of curated playlists

    Playlist import and export supports moving collections between devices and workflows.

Best for: Fits when a single-user desktop setup needs quick library management and local playback control without a media server.

Conclusion

After evaluating 10 music player software, MediaMonkey 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
MediaMonkey

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 Music Player Software

How does each tool handle cue sheets and track splitting for large local libraries?
Strawberry parses cue sheets to turn disc-level content into clean, browsable tracks in its library. Strawberry then keeps organization stable by persisting scanned metadata for fast browsing. Audacious supports cue-driven playback workflows, while JRiver Media Center can manage complex scan settings and then apply DSP during playback.
Which players are best for Windows low-latency playback paths using exclusive-mode audio drivers?
JRiver Media Center supports WASAPI exclusive mode on Windows, which reduces mixing overhead for some setups. JRiver also offers ASIO support for low-latency paths with compatible interfaces. Audacious targets lightweight local playback and exposes audio output controls, but it is less centered on an explicit exclusive-driver feature set.
When does library scanning and metadata indexing become a bottleneck for personal collections?
MediaMonkey and DeaDBeeF both run folder scans and build an internal index, which can slow first-run metadata normalization on very large libraries. Strawberry’s scanner indexes collections and then speeds browsing from a persisted metadata cache. JRiver Media Center adds extensive scan configuration, which can improve correctness but increases tuning effort when starting from a messy tag set.
What breaks if metadata tags contain inconsistencies across folders and file naming conventions?
MediaMonkey can normalize metadata during scanning, so tag inconsistencies are less likely to fragment views and smart playlists. DeaDBeeF integrates tag editing into the library workflow, so correction happens where the player consumes metadata. If tags remain inconsistent, Strawberry’s persisted cache will still mirror the underlying metadata, so library browsing stays inconsistent until tags and normalization are corrected.
How do plugin and DSP architectures differ when building a repeatable audio effects chain?
Winamp uses a DSP plugin architecture that lets the same audio chain stack across supported playback sources. Audacious uses a plugin-based DSP chain that persists per-session and focuses on low-latency local playback. JRiver Media Center supports configurable DSP chains and can run an advanced output stack alongside its scan and library indexing.
Which tools support home-library sharing or network rendering without switching to a separate media server?
JRiver Media Center includes DLNA server functionality for in-home rendering, so one machine can host the library and stream to renderers. Winamp can use add-ons for network playback options, which extends capability but does not provide a bundled server workflow. Strawberry is primarily local-library focused and does not center network rendering in the same way.
How do last.fm scrobbling workflows compare across local players and streaming-first apps?
MediaMonkey includes last.fm scrobbling as part of its feature set for local playback history. Winamp also supports scrobbling workflows through add-ons. Spotify and Apple Music track listening history inside their ecosystems, which changes the data flow away from a player-managed scrobbling integration.
What are the tradeoffs between local-first library management and account-driven playback continuity?
Strawberry, MediaMonkey, and DeaDBeeF keep library state tied to scanned files and persisted metadata, so playback organization follows local storage even after reinstalling the OS. Spotify relies on account-linked listening state and cross-device handoff, so local library management is not the organizing center. Amazon Music and Apple Music similarly prioritize account identity and device sync for playback state rather than a self-hosted local library model.
How should admin controls and access models be handled when multiple users share a machine or library?
DeaDBeeF and Strawberry are built around a single-user local library workflow, so shared access requires OS-level separation rather than built-in RBAC-style administration. MediaMonkey and JRiver Media Center support deeper library management features, but their strongest control surface remains client-driven rather than multi-tenant server governance. Streaming-first apps like Apple Music and Spotify shift access control to account identity and device pairing instead of local admin provisioning.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Music Player Software

What separates music player software options is how each one handles your library and playback behavior under real use, especially Playlist and library search quality and Gapless playback behavior. We focus on how well the app keeps tracks, starts reliably, and remembers your preferences across sessions.

Gapless playback behavior

Why it matters

Gapless playback behavior matters if you listen to albums with intentional track transitions; a player that adds gaps can ruin the pacing. Even when most tracks are fine, a few common album types can reveal differences.

How to check

Play a short album excerpt that’s meant to run continuously, then scrub back and forth between the transition points. Ask the player to repeat the same transition in multiple modes (normal play and queue) and see whether you hear a gap or timing hiccup.

Playlist and library search quality

Why it matters

Playlist and library search quality determines whether you can quickly find the right version, mood, or era without manual sorting. When search misses tags or behaves inconsistently, you spend more time hunting than listening.

How to check

Use search to find several tracks by common fields you expect to exist (artist, album, year). Then build a playlist from results and confirm it updates as expected after you add or edit a track entry.

Metadata handling for tags and covers

Why it matters

Metadata handling for tags and covers affects how clean your library looks and how reliably playlists stay correct. If tags get dropped or covers don’t persist, you end up with fragmented albums and duplicate entries.

How to check

Load a small folder containing deliberately mixed tagging quality. After import, check whether artist/album names and covers appear consistently, and whether editing a tag field changes the library view without creating duplicates.

Audio format coverage and decoding stability

Why it matters

Audio format coverage and decoding stability matters because real libraries include mixed encodings and containers. A player that fails on one format interrupts listening and often forces workarounds.

How to check

In the demo, play one file from each format you care about, including your most common lossless and compressed formats. Watch for error toasts, silent skips, or sudden restarts while switching tracks quickly.

Queue and cross-session playback control

Why it matters

Queue and cross-session playback control controls whether your listening continues where you left off. If resume, ordering, and queue edits behave unpredictably, you lose time every session.

How to check

Create a queue, start playback, then close and reopen the player. Confirm whether the current track and position restore correctly and whether queue edits stay intact after restart.

Red flags

  • Search returns inconsistent results for the same query after you rebuild a playlist
  • Gaps or audible pauses appear at album track transitions in normal play
  • Some common files won’t play or fail silently when you switch quickly

Fit by situation

  • If you listen to full albums and care about track-to-track timing, prioritize Gapless playback behavior.
  • If you maintain many playlists and frequently hunt by artist or year, prioritize Playlist and library search quality.
  • If your library has mixed tagging quality, prioritize Metadata handling for tags and covers.
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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