Commissioned Research
Top 9 Best Audio Eq Software of 2026

GITNUXSOFTWARE REVIEW

Music And Audio

Top 9 Best Audio Eq Software of 2026

Editorial roundup of audio eq software for music and production, comparing options and practical tradeoffs like Waves F6.

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

Audio EQ software matters because it shapes frequency balance using configurable band controls, dynamic filtering, and phase behavior that directly impacts intelligibility and mix translation. This comparison targets analysts and operators who need to match EQ configuration, automation workflow, and routing constraints to production goals, from plugin mixing to system-level corrections.

Waves F6 is the best pick for engineers who need fast curve-based corrective EQ during tracking and mixing because its step sequencer turns multiple EQ moves into an easy, repeatable tonal refinement workflow, while SoundSource suits macOS listeners who want EQ to stay consistent across apps thanks to per-application routing that applies processing to the right output stream.

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

Waves F6

F6 step sequencer maps multiple EQ moves as a controllable curve, enabling quick iterative tonal refinement.

Best for: Fits when engineers need fast, curve-based corrective EQ adjustments during tracking and mixing.

2

SoundSource

Editor pick

Virtual audio device routing keeps EQ applied per application output stream during live playback.

Best for: Fits when macOS monitoring and everyday playback need consistent EQ across multiple apps.

3

Kuassa EVE-AT4

Editor pick

EVE-AT4’s A/B comparison workflow for rapid listening validation between two EQ states.

Best for: Fits when mix engineers need precise resonant EQ moves with quick A/B validation on sources.

Comparison Table

1
Waves F6Best overall
professional audio
9.5/10
Overall
2
consumer audio
8.7/10
Overall
3
professional audio
8.6/10
Overall
4
professional audio
8.4/10
Overall
5
professional audio
8.1/10
Overall
6
professional audio
7.8/10
Overall
7
professional audio
7.5/10
Overall
8
consumer audio
7.3/10
Overall
9
professional audio
6.8/10
Overall
#1

Waves F6

professional audio

A dynamic equalizer plug-in with six adjustable bands, sidechain filtering, and real-time spectrum display.

9.5/10
Overall
Features9.5/10
Ease of Use9.5/10
Value9.5/10
Standout feature

F6 step sequencer maps multiple EQ moves as a controllable curve, enabling quick iterative tonal refinement.

Waves F6 is built for fast dynamic voicing of multiple bands at once, using its frequency points to define an EQ curve and then moving those points with consistent filter relationships. The workflow fits corrective mixing because the interface supports rapid sweeping, fine Q adjustments per band, and immediate audition against the current setting. Engineers can treat the curve as the primary control surface and then refine individual nodes where the mix needs precision. The plugin also integrates cleanly into standard DAW plugin chains as a conventional EQ stage.

A tradeoff exists because F6’s curve-first workflow can feel less direct for complex setups that require deeply custom filter routing or nonstandard processing order. The plugin also tends to shine when the adjustment can be expressed as a small number of well-placed frequency nodes rather than dozens of narrow, highly specific filters. A typical usage situation is dialing down resonant hotspots in a vocal while keeping the rest of the spectrum stable via quick point edits and iterative A/B comparison.

Pros
  • +Curve-first control accelerates broad correction without manual parameter juggling
  • +Per-band Q and gain edits stay consistent across the same interface
  • +Real-time audition and meters support quick A/B-driven decisions
  • +Fits normal plugin chains for corrective EQ during mix sessions
Cons
  • –Less efficient for very large filter counts and dense, bespoke designs
  • –Curve workflow can feel indirect when routing or processing order must be custom
Use scenarios
  • Mix engineers and mixers

    Correct vocal resonance in seconds

    Cleaner vocal presence

  • Post-production editors

    Stabilize dialogue tonal balance

    More consistent dialogue

Show 2 more scenarios
  • Live recording engineers

    Dial down monitor bleed fast

    Reduced muddiness

    Quickly targets problematic frequencies with point edits and audition to avoid over-EQing.

  • Sound designers

    Shape timbre with repeatable EQ moves

    Faster iteration cycles

    Creates repeatable curve adjustments for timbre sculpting across similar assets and versions.

Best for: Fits when engineers need fast, curve-based corrective EQ adjustments during tracking and mixing.

#2

SoundSource

consumer audio

Per-application audio control for macOS with built-in equalizer and effects routing.

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

Virtual audio device routing keeps EQ applied per application output stream during live playback.

SoundSource from Rogue Amoeba is a system-wide audio routing and processing app for macOS that adds EQ and other channel effects to what applications output. The distinct part is its tight integration with the macOS audio stack, including per-app routing into virtual devices so EQ stays attached to the source.

It includes frequency-specific controls built for practical mixing corrections, plus a real-time view of the signal to support iterative adjustments. Compared with plugin-centric workflows like Adobe Audition or FabFilter Pro-Q 3, it prioritizes continuous system playback correction across many apps at once.

Pros
  • +System-wide routing lets EQ follow each app output consistently
  • +Channel effects work on live playback without exporting sessions
  • +Real-time analyzer feedback supports quick corrective moves
  • +Mac-focused audio device management reduces patching friction
Cons
  • –EQ control depth is narrower than dedicated plugin suites for surgical work
  • –Limited filter shape options can constrain certain mastering workflows
  • –Less direct A and B workflow than track-based editors
  • –No project-level interchange for moving EQ chains to other DAWs
Use scenarios
  • Remote workers and presenters

    Route calls and media to devices

    Consistent listening during meetings

  • Streamers and producers

    Monitor desktop audio for capture

    Controlled system audio capture

Show 2 more scenarios
  • Audio listeners on macOS

    Switch endpoints from menu bar

    Faster audio setup transitions

    Change application and system audio outputs quickly to test different headphones and speakers without repeated system settings changes.

  • People listening on headphones

    Apply output EQ across apps

    More consistent headphone response

    Apply headphone-focused EQ and correction settings to music and calls across multiple desktop applications.

Best for: Fits when macOS monitoring and everyday playback need consistent EQ across multiple apps.

#3

Kuassa EVE-AT4

professional audio

Four-band parametric EQ modeled on a classic British console channel strip.

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

EVE-AT4’s A/B comparison workflow for rapid listening validation between two EQ states.

EVE-AT4 emphasizes tight control of multiple filter bands with adjustable frequency, Q, and gain, which suits iterative mix work. The analyzer view supports quick identification of problem bands before edits, and the A/B toggle helps confirm whether a change improves the sound. This focus makes it more practical for tasks like removing boxiness or taming harsh resonances than for build-the-chain mixing or mastering automation.

A common tradeoff is that it does not target advanced routing or system-wide integration features, so larger studio setups rely on standard plugin workflows. It fits well when a producer wants consistent, repeatable EQ passes on individual sources during tracking or mix refinement, especially when switching between EQ states for quick comparison.

Pros
  • +Fast resonant cleanup with band Q control
  • +Analyzer-guided edits reduce guesswork during mix passes
  • +A/B comparison supports quick before and after decisions
  • +Preset reuse helps keep EQ moves consistent across sessions
Cons
  • –Less suitable for complex mastering chains beyond EQ
  • –Workflow depends on plugin hosting for routing and monitoring
Use scenarios
  • Mix engineers

    Remove drum ring without dulling punch

    Cleaner drums with maintained impact

  • Vocal producers

    Tame harshness while staying intelligible

    Smoother vocal tone

Show 2 more scenarios
  • Home studio recordists

    Fix boxiness on spoken audio

    More natural dialogue clarity

    Use analyzer feedback to identify low mid buildup and attenuate it.

  • Audio editors

    Standardize EQ across multi-track sessions

    Uniform mix character

    Reuse settings and A/B checks to keep tonal balance consistent between takes.

Best for: Fits when mix engineers need precise resonant EQ moves with quick A/B validation on sources.

#4

DMG Audio EQuilibrium

professional audio

Highly configurable EQ with selectable phase modes and extensive band control.

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

Multi-view EQ editing workflow with fast parameter control plus in-plugin analysis for direct comparison.

DMG Audio EQuilibrium targets engineers who need more than simple slider-based shaping because it exposes filter math in a way that stays usable during frequent edits. The interface supports fast parameter entry and lets EQ decisions be checked with built-in analysis so changes can be validated without leaving the plugin. The processing model is centered on EQ filter chains with practical auditioning so adjustments can be evaluated against the original quickly. In multi-channel sessions, it is used to keep left right and stem-dependent edits aligned across the workflow.

Pros
  • +Tight parameter workflow for rapid, repeatable EQ revisions
  • +Built-in analysis supports faster decisions without extra tools
  • +Consistent A B auditioning for trustworthy change evaluation
  • +Predictable stereo behavior for mix and stem EQ
Cons
  • –Complex filter stacks take longer to dial in
  • –Workflow depth favors experienced users over quick setup
Use scenarios
  • Mix engineers on large sessions

    Dial resonances across many stems

    Cleaner tonality across stems

  • Post-production editors

    Stabilize dialog clarity with EQ

    More intelligible dialogue

Show 2 more scenarios
  • Music producers refining mix balance

    Match EQ between reference and mix

    Faster mix convergence

    Iterate filter parameter sets while validating the curve against what is already working in the session.

  • Live sound technicians

    Shape stereo room tone quickly

    More consistent stereo imaging

    Apply controlled EQ revisions and verify results using plugin analysis during workflow checks.

Best for: Fits when audio engineers need detailed EQ control with strong in-plugin auditioning.

#5

Goodhertz Tone Control

professional audio

Tilt-and-band EQ plugin designed for fast tonal balancing.

8.1/10
Overall
Features8.1/10
Ease of Use8.0/10
Value8.2/10
Standout feature

A and B comparison is built into the Tone Control workflow for fast before-after evaluation while adjusting frequency and tone.

Tone Control focuses on musical tone moves rather than extensive filter parameterization, which makes it efficient for corrective EQ during mixing. Its audition workflow uses A and B comparison so changes can be evaluated quickly without committing to a full preset roundtrip. A spectrum-oriented workflow supports identifying problem ranges before committing to the final tonal curve.

Pros
  • +Quick tonal shaping using a compact set of frequency controls
  • +A and B auditioning for direct comparison while dialing changes
  • +Smooth behavior that works well for stereo mixes
  • +Audition workflow encourages iteration without preset churn
Cons
  • –Limited band count reduces precision for surgical problems
  • –Does not replace advanced parametric EQ feature depth
Use scenarios
  • Mix engineers

    Tame vocal harshness

    Cleaner vocals in the mix

  • Music producers

    Thicken and smooth lead tone

    More consistent lead presence

Show 2 more scenarios
  • Guitar recording

    Shape amp-like EQ quickly

    Tighter guitar tracks

    Use frequency controls to steer midrange and reduce flub before compression.

  • Podcasts and VO teams

    Reduce sibilance and bite

    Easier-to-listen voice audio

    Adjust tonal balance while comparing alternate settings against the unprocessed signal.

Best for: Fits when mixers need fast tonal correction without multi-band surgical EQ complexity.

#6

Kilohearts EQ

professional audio

Snapin EQ module usable standalone or within the Kilohearts Multiplexer ecosystem.

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

Handoff into a modular effects chain so EQ stages can be reordered and processed as part of larger Kilohearts routing.

Kilohearts EQ applies parametric equalization through a modular signal chain that can be rearranged inside the Kilohearts ecosystem. It ships with efficient filter types for tone shaping, and it supports real-time parameter changes for quick iterations.

Pros
  • +Modular routing encourages fast chain-level EQ experiments
  • +Parameter changes update immediately during playback
  • +Filter set covers typical tone-shaping needs without extra tools
  • +Works well with Kilohearts modules for streamlined processing stacks
Cons
  • –Advanced automation requires host-side handling more often than single-plugin workflows
  • –Less suited for teams needing strict, documentable plugin standardization
  • –Deep chain control depends on the Kilohearts workflow rather than generic routing
  • –Usability can slow down when building complex multi-stage chains
Use scenarios
  • Sound designers

    Reorder EQ stages in chain

    Quicker chain experimentation

  • Electronic music producers

    Tune parameters while previewing

    Faster EQ iteration

Show 1 more scenario
  • Modular workflow users

    Combine EQ with Kilohearts FX

    Tighter effect workflow

    Edit EQ in a sound-first view and keep changes aligned with related Kilohearts modulation and effect modules.

Best for: Fits when producers want parametric EQ inside a modular Kilohearts chain for rapid auditioning and rearrangement.

#7

Blue Cat Audio Triple EQ

professional audio

Three-band semi-parametric EQ with dual-channel linking and skin support.

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

One plugin combines three serial EQ stages with shared UI controls for faster iteration on the same audio path.

Blue Cat Audio Triple EQ adds three independent parametric EQ instances in a single plugin window, aimed at fast corrective shaping across multiple bands. It provides per-band control of frequency, Q, and gain with a built-in spectrum view for setting moves on source material. The plugin workflow supports multichannel use and typical DAW automation of EQ parameters, which helps keep mix revisions repeatable.

Pros
  • +Three EQ stages in one plugin reduces plugin-chaining overhead in mixes
  • +Per-band frequency, Q, and gain controls support surgical tonal corrections
  • +Spectrum display helps align cut and boost choices to audible peaks
  • +DAW parameter automation supports repeatable mix moves
Cons
  • –Phase shaping tools like linear-phase or latency compensation are not part of the design
  • –More advanced setups may still require additional EQ or dynamics plugins
Use scenarios
  • Mix and mastering users

    Shape stereo tone in one pass

    Controlled stereo tonal shaping

  • Live sound operators

    Insert three-band mic EQ quickly

    Fast microphone tonal adjustment

Show 2 more scenarios
  • Mix engineers

    Correct a track with fewer plugins

    Targeted correction with fewer instances

    Make focused cuts or boosts on an individual instrument using the single Triple EQ instance.

  • Mix engineers on buses

    Apply consistent bus tonal balance

    Cohesive tonal balance

    Place Triple EQ on a group or bus to keep related tracks aligned with the same three-band adjustment.

Best for: Fits when mixes need three distinct corrective EQ passes without extra plugin routing.

#8

Boom 3D

consumer audio

System-wide audio enhancer with 3D surround and a 31-band equalizer.

7.3/10
Overall
Features7.3/10
Ease of Use7.3/10
Value7.3/10
Standout feature

System-wide audio processing that applies EQ and surround-style effects across general playback devices.

Boom 3D processes audio with a system-wide effect stack and a graphic EQ-style workflow intended for listening and playback improvement. It focuses on real-time filtering plus surround and bass-related processing rather than deep studio mastering features.

Pros
  • +System-wide EQ and effects apply across desktop audio outputs
  • +Immediate parameter changes support fast listening comparisons
  • +Simple band controls fit everyday playback tuning without a DAW
  • +Surround-style processing targets spatial playback rather than mixing
Cons
  • –EQ depth is lighter than dedicated studio analyzers and routing tools
  • –No obvious per-app scene automation or preset switching control
  • –Plugin-format workflows for DAW chains are not the primary design focus
  • –Advanced metering and detailed phase-oriented inspection are limited
Use scenarios
  • Gamers

    Process games with spatial and bass controls

    More immersive game listening

  • Content creators and editors

    Audition narration through live enhancement

    Faster speech clarity checks

Show 2 more scenarios
  • Remote workers and viewers

    Improve dialogue intelligibility in playback

    More intelligible speech

    Use clarity-oriented processing and presets so speech stands out during calls, films, and voice content.

  • Listeners who want stronger lows

    Add bass consistently across media

    Fuller sounding playback

    Apply bass enhancement and volume shaping so low-frequency response stays consistent across different desktop players.

Best for: Fits when desktop listeners need quick frequency tuning and spatial effects outside a DAW.

#9

Voxengo MarvelGEQ

professional audio

Free 16-band linear-phase graphic equalizer for mixing and mastering.

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

Band-centric GEQ editing paired with spectrum guidance and A/B switching for quick, verifiable iteration.

Voxengo MarvelGEQ targets studio workflows that need predictable EQ behavior across a full frequency range rather than colorized sound. It combines a GEQ-style workflow with visual band control and a spectrum-driven approach that helps translate what is heard into repeatable settings.

Pros
  • +GEQ workflow with precise band editing for repeatable corrections
  • +Spectrum visualization supports faster ear-to-frequency mapping
  • +A/B comparison helps confirm audible differences during tuning
  • +Consistent filter behavior supports stable revision histories
Cons
  • –Does not replace a full-featured surgical parametric workflow
  • –Automation granularity depends on host mapping of band parameters
  • –Complex tonal shaping takes more bands than parametric suites
  • –No built-in room correction pipeline or acoustic calibration tools
Use scenarios
  • Mix engineers

    Build repeatable GEQ-style corrections

    Repeatable EQ behavior

  • Studio editors

    Validate changes with A/B comparison

    Faster decision-making on EQ

Show 1 more scenario
  • Producers working offline

    Create stable full-range EQ curves

    Stable offline-friendly EQ edits

    Construct straightforward filter math across the full frequency range for audibly stable editing during session revisions.

Best for: Fits when engineers need GEQ-style, band-by-band control with spectrum feedback on mix and stem passes.

Conclusion

After evaluating 9 audio eq software, Waves F6 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
Waves F6

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 Audio Eq Software

How do Kuassa EVE-AT4 and Voxengo MarvelGEQ handle repeatable EQ iteration during A/B work?
Kuassa EVE-AT4 ships with an A/B comparison workflow that lets engineers audition two EQ states against the same source capture. Voxengo MarvelGEQ also includes A/B switching and pairs it with spectrum guidance so band moves can be validated against the same signal.
When does a system-wide EQ app like Equalizer APO replace a plugin workflow like FabFilter Pro-Q 3?
Equalizer APO targets the system audio engine by applying filters at the device level, so EQ affects every Windows app that routes audio through those endpoints. A plugin workflow such as FabFilter Pro-Q 3 stays scoped to the DAW track or channel where the plugin is inserted.
Which tool is better for multi-band surgical control in a single interface window: Blue Cat Audio Triple EQ or DMG Audio EQuilibrium?
Blue Cat Audio Triple EQ packs three serial parametric stages into one window, so three corrective passes can be executed without adding additional instances. DMG Audio EQuilibrium focuses on detailed EQ control with a multi-view editing workflow and in-plugin analysis to support surgical decision-making.
What breaks if a project needs fast recall consistency across many sessions: Waves Audio or Kilohearts EQ?
Waves Audio is built for session recall consistency across the Waves plugin ecosystem, so parameter states align reliably when moving between sessions and projects. Kilohearts EQ is designed for modular chain workflows inside the Kilohearts ecosystem, so session outcomes depend more on the chain setup than on cross-session parameter naming conventions.
How does SoundSource differ from system-wide playback apps like Boom 3D for per-application monitoring?
SoundSource adds EQ and other processing via virtual audio device routing on macOS so EQ can attach to a specific app output stream. Boom 3D applies a system-wide effect stack for general playback devices, which means the same tuning impacts multiple desktop audio paths rather than targeting a single app stream.
Which workflow is faster for minimal midrange correction with fewer controls: Goodhertz Tone Control or DMG Audio EQuilibrium?
Goodhertz Tone Control reduces the control surface to a small set of frequency targets, so it is faster to dial for practical harshness taming and vocal thickening. DMG Audio EQuilibrium supports deeper parametric and analysis-driven workflows, which increases setup time when only simple corrective moves are required.
How do automation and channel routing expectations differ between Waves Audio and Equalizer APO?
Waves Audio relies on DAW plugin automation and multi-channel routing support so parameter moves can be recorded and replayed within sessions. Equalizer APO uses per-device filter definitions and endpoint hooks, so routing is driven by Windows device and endpoint configuration rather than host automation lanes.
When is modular chain rearrangement a deciding factor: Kilohearts EQ or a fixed multi-band plugin like Blue Cat Audio Triple EQ?
Kilohearts EQ places EQ inside a modular signal chain where EQ stages can be reordered along with other Kilohearts effects modules. Blue Cat Audio Triple EQ locks the workflow into three serial EQ stages, so chain-level rearrangement inside the plugin window is not the same priority.
What security or control risk appears when using per-device configuration with Equalizer APO instead of DAW plugins?
Equalizer APO depends on text configuration files per device, so changes require accurate configuration governance to avoid unintended system audio behavior. DAW plugins such as Waves Audio or DMG Audio EQuilibrium confine changes to the project session and track routing where the plugin instance sits.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Audio Eq Software

In audio eq software, the real differences show up in how precisely and how controllably it changes sound—especially around the label Latency vs playback timing, and how you handle Preset recall and automation. Those choices affect whether your EQ stays consistent when you audition, move between tracks, or update settings mid-session.

Latency vs playback timing

Why it matters

Latency vs playback timing matters when we audition corrections and need tight lip-sync or rhythm accuracy. If changes feel delayed, our edits are harder to evaluate and easier to second-guess.

How to check

Enable live monitoring and load a simple EQ change, like boosting one band lightly. Watch the transport behavior and try switching the EQ on/off during playback; note whether you hear the change immediately or after a delay.

Preset recall reliability

Why it matters

Preset recall reliability affects whether our workflow stays consistent across sessions and projects. When presets drift or partially load, we can’t trust what we committed to.

How to check

Create two contrasting EQ settings and save them as presets in the app. Close and reopen the project (or reload the instance) and confirm both presets reappear exactly, including band positions and gains.

Automation for parameter moves

Why it matters

Automation for parameter moves matters when we draw changes across time instead of using only static settings. If automation misses parameters, our fade-in EQ or dynamic curves won’t behave as intended.

How to check

In a demo project, automate one control (for example, moving a band gain over time) and play it back. Scrub through the timeline and verify the audible change matches the automation curve at multiple points.

Phase behavior under heavy EQ

Why it matters

Phase behavior under heavy EQ matters because aggressive boosts/cuts can shift transients and perceived punch. If the phase handling is unpredictable, our mix decisions can sound different after export.

How to check

Use an EQ preset that makes a noticeable cut/boost in the midrange, then compare bypass vs enabled while watching the waveform transient visually if the tool shows it. If there’s a phase/latency readout, check it before and after; otherwise, do a quick A/B by toggling and listen for smear or altered punch.

Analysis accuracy for your signal

Why it matters

Analysis accuracy for your signal matters because we choose targets based on what we see. If the analyzer is misleading, we’ll chase the wrong frequencies and waste time correcting by ear.

How to check

Play a track with clear tonal content (like a steady synth or vocal harmonic) and check whether the analyzer peaks land where you expect. Then apply a narrow correction and confirm the analyzer changes correspond to the audible shift.

Export fidelity and consistency

Why it matters

Export fidelity and consistency matters because EQ can render differently depending on processing order and offline vs live paths. We need the exported result to match what we auditioned.

How to check

Make a short test with several EQ changes, then export and re-import or re-listen to the exported audio. Compare by ear between playback through the plugin and the rendered file for any level shifts or different tonal balance.

Red flags

  • EQ changes feel delayed or out of sync during live monitoring
  • Presets reload partially, with bands or gains not matching what we saved
  • Exported audio sounds meaningfully different from what we heard while auditioning

Fit by situation

  • If we need tight monitoring while moving EQ during playback, prioritize Latency vs playback timing.
  • If we rely on revisiting the same sound across projects and timelines, prioritize Preset recall reliability.
  • If we automate EQ moves over time and expect them to render correctly, prioritize Automation for parameter moves.
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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