Commissioned Research
Top 8 Best Loudspeaker Enclosure Design Software of 2026

GITNUXSOFTWARE REVIEW

Manufacturing Engineering

Top 8 Best Loudspeaker Enclosure Design Software of 2026

Compare loudspeaker enclosure design software options and their features for speaker cabinet planning, including LspCAD, BassBox Pro, and COMSOL Multiphysics.

18 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

Loudspeaker enclosure design software matters because enclosure geometry, driver parameters, port tuning, and crossover targets all interact through frequency response, impedance, and radiation behavior. This comparison helps engineers and technical operators weigh how modeling depth, automation options, and CAD-style workflows change day-to-day design decisions.

LspCAD is the best pick for small enclosure teams that iterate from real measurements because it ties imported impedance and acoustic data into a tight enclosure-tuning loop, while Comsol Multiphysics suits engineers needing coupled structural-acoustic physics and repeatable parameter studies in one model.

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

LspCAD

Measurement-driven model tuning that connects imported impedance and acoustic data to alignment iteration.

Best for: Fits when small teams iterate enclosure alignments from measurements without building custom tooling.

2

BassBox Pro

Editor pick

Integrated excursion and port-velocity constraint reporting during enclosure alignment modeling.

Best for: Fits when enclosure teams need repeatable alignment iterations from driver parameters.

3

Comsol Multiphysics

Editor pick

Coupled finite-element structural and acoustic physics lets cabinet resonance and radiation behavior affect impedance and response predictions in one model.

Best for: Fits when enclosure design needs coupled structural-acoustic physics and repeatable parameter studies.

Comparison Table

1
LspCADBest overall
vertical specialist
9.3/10
Overall
2
vertical specialist
8.8/10
Overall
3
8.7/10
Overall
4
vertical specialist
8.5/10
Overall
5
enterprise
8.3/10
Overall
6
vertical specialist
7.8/10
Overall
7
vertical specialist
7.4/10
Overall
8
vertical specialist
7.0/10
Overall
#1

LspCAD

vertical specialist

Loudspeaker simulation software for enclosure design and crossover modeling with optimizer functions.

9.3/10
Overall
Features9.3/10
Ease of Use9.2/10
Value9.4/10
Standout feature

Measurement-driven model tuning that connects imported impedance and acoustic data to alignment iteration.

LspCAD’s core loop is build an enclosure configuration, simulate frequency response and impedance, then iterate using measured data imports when available. The workflow covers sealed, vented, bandpass, and horn-loaded style enclosure planning with explicit constraints like excursion and port behavior. It also includes cabinet-related modeling options that help validate enclosure volume, tuning targets, and driver loading effects before committing to a layout.

A tradeoff appears in automation and integration depth, since LspCAD centers on interactive design runs rather than external API-driven pipelines. It fits best when a single engineer or small team needs fast iteration without building custom tooling in Altium, ANSYS, or COMSOL-driven simulation stacks. It can still complement those tools by producing alignment targets that inform later finite-element or CFD stages.

Pros
  • +Tight iteration loop between enclosure sizing and response prediction
  • +Supports importing acoustic and impedance measurements for model adjustment
  • +Includes excursion and vent behavior checks during alignment work
  • +Driver and enclosure planning live in one interactive design workflow
Cons
  • –Limited automation surface for external design pipelines
  • –CAD export depth varies by workflow, so downstream CAD may need rework
  • –Horn and complex structures can require more manual parameter setup
  • –Advanced multiphysics needs external tools for panel and resonance detail
Use scenarios
  • Pro audio engineers

    Tune vented box from impedance

    Fewer design iterations

  • DIY enclosure designers

    Pick sealed alignment targets

    Clear volume and SPL targets

Show 2 more scenarios
  • Speaker product engineers

    Pre-screen horn-loaded alignments

    Reduced FEA run count

    Run horn and loading simulations to narrow candidate geometries before FEA.

  • Lab technicians

    Verify model against measurements

    Better correlation to hardware

    Use measurement imports to reconcile impedance curves and refine enclosure assumptions.

Best for: Fits when small teams iterate enclosure alignments from measurements without building custom tooling.

#2

BassBox Pro

vertical specialist

Loudspeaker enclosure design software for designing bass reflex, sealed, and bandpass cabinets with a parts database.

8.8/10
Overall
Features8.8/10
Ease of Use8.9/10
Value8.7/10
Standout feature

Integrated excursion and port-velocity constraint reporting during enclosure alignment modeling.

BassBox Pro is built around enclosure design iterations that start from driver Thiele-Small parameters and end with predicted system behavior like frequency response and impedance curves. The tool handles multiple alignment types, including sealed and bass-reflex configurations, and it tracks practical limits such as excursion and port air velocity so model changes reflect build constraints. It fits teams who already have driver data, measure or vendor specs, and need fast enclosure feasibility checks before investing time in CAD or finite-element analysis.

A tradeoff is that the enclosure CAD side is not a full constraint-driven mechanical modeling system, so baffle and panel resonance effects still require separate simulation tools. BassBox Pro works well when the enclosure geometry is stable and the design questions are tuning and driver integration for prototypes and revision loops.

Pros
  • +Strong alignment workflow for sealed and bass-reflex enclosures
  • +Enforces excursion and port velocity checks during model changes
  • +Impedance and response predictions update quickly for parameter sweeps
  • +Driver database reuse reduces setup repetition across projects
Cons
  • –Limited support for detailed enclosure CAD geometry constraints
  • –Horn and bandpass modeling depends heavily on correct input parameters
  • –Panel vibration and cabinet resonance require separate FEA tools
  • –Automation depth is limited outside the built-in modeling workflow
Use scenarios
  • Loudspeaker design engineers

    Tune vented boxes for maximum output

    Fewer prototype iterations

  • Audio product prototyping teams

    Select drivers for fixed cabinet size

    Faster driver shortlisting

Show 2 more scenarios
  • Horn system integrators

    Pre-check tapped horn feasibility

    Clear go or redo

    Use enclosure-type models to validate parameter-level plausibility before CAD work.

  • Crossover and tuning engineers

    Match impedance behavior to crossover targets

    More reliable crossover simulations

    Review predicted impedance curves to plan crossover loading and filter behavior.

Best for: Fits when enclosure teams need repeatable alignment iterations from driver parameters.

#3

Comsol Multiphysics

enterprise

Multiphysics simulation platform with acoustics modules for modeling loudspeaker enclosures and sound radiation.

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

Coupled finite-element structural and acoustic physics lets cabinet resonance and radiation behavior affect impedance and response predictions in one model.

Comsol Multiphysics drives loudspeaker enclosure design by running coupled physics simulations that connect acoustic response with structural panel behavior and system-level impedance predictions. It supports finite-element analysis for baffle and cabinet vibration, then links those results to frequency-response and excursion style checks used during enclosure alignment work.

Its workflow centers on the COMSOL Model Builder, where geometry, materials, boundary conditions, meshing controls, and solver settings are captured as a reproducible model. For engineers, the main distinction is the breadth of multiphysics coupling and the ability to reuse model definitions across enclosure variants and parameter sweeps.

Pros
  • +Finite-element panel vibration modeling can be coupled into acoustic enclosure results
  • +Parameter sweeps and study nodes support repeatable enclosure variant comparisons
  • +Importing measured impedance data enables constraint-driven impedance curve fitting workflows
  • +Model definitions and reports capture simulation setup for team review
Cons
  • –High model fidelity requires careful meshing and solver tuning for stable runs
  • –Cabinet CAD export support is less direct than enclosure CAD tools focused on loudspeakers
  • –Automation via scripting takes setup effort to manage many enclosure configurations
Use scenarios
  • Loudspeaker mechanical engineers

    Simulate cabinet vibration and panel response

    Reduced panel resonance risk

  • Acoustics simulation engineers

    Link acoustic response to structures

    More consistent enclosure alignment

Show 1 more scenario
  • Advanced multiphysics researchers

    Implement custom coupled enclosure equations

    Repeatable custom study results

    Build reusable COMSOL models with custom physics, materials, and solver settings for nonstandard enclosure designs.

Best for: Fits when enclosure design needs coupled structural-acoustic physics and repeatable parameter studies.

#4

WinISD

vertical specialist

Freeware loudspeaker enclosure design and modeling application supporting closed, vented, and bandpass boxes.

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

Excursion and port-related limit visualization built directly into the alignment workflow.

WinISD is a loudspeaker enclosure design tool focused on Thiele-Small parameter modeling and frequency-response prediction. It ships with a built-in driver database workflow and produces enclosure alignments for sealed and vented box configurations.

Pros
  • +Fast sealed and bass-reflex alignment iterations from Thiele-Small inputs
  • +Clear frequency-response, impedance, excursion, and tuning visualizations
  • +Driver database workflow reduces manual data entry overhead
  • +Good fit for quick maximum-SPL and durability checks during design
Cons
  • –Limited coverage of advanced enclosures like horn-loaded and tapped-horn
  • –No native finite-element panel vibration or cabinet resonance analysis
  • –CAD export and enclosure layout generation are not its core strength
  • –Complex multivariate workflows need manual parameter management
Use scenarios
  • DIY subwoofer builders

    Choose sealed alignment for a driver

    Tuned sealed box sizing

  • Car audio installers

    Design vented enclosure with port limits

    Safer port and tuning

Show 2 more scenarios
  • Loudspeaker hobbyists

    Compare multiple alignments quickly

    Faster alignment iteration

    Sweeps box volume and tuning values to compare curves without CAD enclosure modeling time.

  • Small OEM product designers

    Prototype enclosure parameters before CAD work

    Parameter targets for CAD

    Calculates frequency response and excursion constraints to lock target dimensions and tuning ranges early.

Best for: Fits when quick sealed or vented alignment checks are needed before deeper simulation elsewhere.

#5

Fusion 360

enterprise

Cloud-based CAD platform with simulation capabilities used for designing and modeling loudspeaker enclosures.

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

Finite-element analysis integration inside Fusion 360 supports panel-level cabinet resonance and vibration workflows from the same CAD model.

Fusion 360 generates loudspeaker enclosure CAD with parametric sketches, constraints, and driven dimensions tied to box geometry. It supports enclosure workflows through direct modeling, sheet metal style panel creation, and assembly relationships that carry driver and port cutouts into manufacturing outputs.

Pros
  • +Parametric enclosure dimensions keep driver and port cutouts consistent
  • +Finite-element integration supports cabinet resonance and panel vibration checks
  • +Assembly constraints propagate baffle and panel geometry into exports
  • +API and add-in scripting support repeatable CAD automation steps
Cons
  • –Native loudspeaker alignment and excursion modeling are limited
  • –Acoustic measurement import depends on external tool workflows
  • –Complex enclosure variants can slow rebuilds in large assemblies
  • –Collaborative data governance needs active project and permissions discipline
Use scenarios
  • Loudspeaker enclosure designers

    Parametric cabinet drawings for custom builds

    Faster enclosure iteration

  • Manufacturing engineers

    Panel layouts exported for fabrication

    Reduced rework

Show 2 more scenarios
  • Acoustics and CAE analysts

    FEA checks for panel vibration risk

    Earlier structural validation

    Analysts integrate finite-element studies to evaluate resonance and vibration before finalizing cabinet structure.

  • Teams using automation

    Scripted enclosure generation at scale

    Standardized designs

    Automation pipelines generate and constrain box geometry through the modeling API and add-ins for repeatability.

Best for: Fits when teams need parametric enclosure CAD tied to FEA checks and external acoustic modeling.

#6

Boxsim

vertical specialist

Boxsim simulates loudspeaker boxes, drivers, frequency response, impedance, and crossover behavior.

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

Visaton driver-library-first simulation that keeps enclosure tuning, impedance, and SPL estimates tightly coupled in one workflow.

Boxsim is loudspeaker enclosure design software from visaton.de that focuses on simulation workflows built around Visaton driver data and box alignments. It covers sealed, bass-reflex, bandpass, and horn-related alignments with frequency-response and impedance modeling tied to enclosure geometry and tuning parameters.

Pros
  • +Driver and enclosure parameter workflow centered on Visaton components
  • +Fast iteration for tuning frequency, box volume, and damping choices
  • +Impedance and frequency-response prediction from the same input model
  • +Practical output estimation with room condition options
Cons
  • –Limited enclosure CAD export compared with geometry-first EDA workflows
  • –No direct finite-element panel vibration or cabinet resonance analysis
  • –CAD-to-acoustic round trips require external tooling
  • –Horn and advanced alignments need careful manual parameter setup
Use scenarios
  • Hobby speaker builders

    Design sealed subs with Visaton drivers

    Faster prototype and tuning decisions

  • DIY bass-reflex designers

    Optimize ported alignment for SPL targets

    Meets bass extension goals

Show 2 more scenarios
  • Small engineering teams

    Compare bass-reflex and horn alternatives

    Reduced engineering iteration cycles

    Runs geometry-based simulations using a Visaton driver library to evaluate options against impedance constraints.

  • Home theater installers

    Estimate room impact on output

    More predictable in-room bass

    Uses room-condition and output estimations to adjust enclosure parameters toward a target SPL curve.

Best for: Fits when teams want quick alignment iteration using Visaton drivers before handing off to CAD or FEA tools.

#7

AKABAK

vertical specialist

Electroacoustic simulation software for loudspeaker systems using lumped-element and finite-element modeling.

7.4/10
Overall
Features7.4/10
Ease of Use7.4/10
Value7.4/10
Standout feature

AKABAK’s CAD-oriented export path keeps enclosure geometry and acoustic model iterations linked in one workflow.

AKABAK from randteam.de is an enclosure design workflow centered on acoustic simulation and repeatable configuration management for loudspeaker cabinets. It converts Thiele-Small inputs into frequency-response and impedance predictions, then extends the workflow through enclosure-specific calculations such as volume, port behavior, and alignment checks.

Pros
  • +Scriptable project workflow for repeatable cabinet iterations
  • +Impedance and frequency-response predictions tied to enclosure inputs
  • +Geometry and output pipeline supports CAD export for mechanical handoff
  • +Measurement-driven tuning supports faster convergence on target behavior
Cons
  • –Requires learning its configuration and workflow conventions
  • –Automation depth is strongest for simulation workflows, not for CAD authoring
  • –Finite-element style panel vibration analysis is not the default focus
  • –Complex multi-variant comparisons take manual organization
Use scenarios
  • Loudspeaker engineers

    Tune box alignment from Thiele-Small data

    Faster enclosure design decisions

  • Acoustic simulation teams

    Compare multiple port and volume options

    Clear trade study results

Show 2 more scenarios
  • CAD and mechanical designers

    Propagate geometry changes into CAD outputs

    Reduced acoustic-mechanical mismatch

    Models cabinet geometry and exports CAD-oriented results so mechanical review matches acoustic assumptions.

  • Product teams validating prototypes

    Iterate models against measurement targets

    Higher prototype correlation

    Supports repeatable configuration management to retune parameters and match measurement data consistently.

Best for: Fits when engineers need repeatable loudspeaker enclosure simulations with CAD handoff and measurement-driven tuning.

#8

Speak

vertical specialist

Loudspeaker design software for enclosure modeling and crossover calculation with driver parameter support.

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

A single enclosure definition drives rapid recalculation of tuning impact across response, impedance, and performance limits.

Speak’s workflow starts with a driver parameter set and enclosure definition, then runs acoustic calculations to generate impedance and response expectations used during enclosure iteration. It fits teams that manage large sets of enclosure variants, because parameter edits drive re-simulated results without needing to rebuild a model graph each time. Speak is frequently used alongside Altium and ANSYS or COMSOL for mechanical CAD review and finite-element validation after the acoustic pass.

Pros
  • +Predicts frequency response and impedance from editable enclosure definitions
  • +Links enclosure tuning inputs to excursion and compression-style performance limits
  • +Supports iterative parameter sweeps without recreating the design from scratch
  • +Produces exportable results for enclosure CAD and documentation pipelines
Cons
  • –Model fidelity drops when driver data lacks key high-excursion parameters
  • –Requires disciplined input units and reference conventions to avoid mismatches
  • –Finite-element panel vibration and airflow effects require external tools
  • –Crossover integration workflows depend on external parts of the design chain
Use scenarios
  • Small speaker design teams

    Iterate sealed and vented variants quickly

    Faster enclosure selection cycles

  • Enclosure CAD engineers

    Export acoustic design results to CAD

    Aligned mechanical and acoustic targets

Show 2 more scenarios
  • Simulation-driven acoustics teams

    Gate ANSYS and COMSOL runs

    Lower simulation iteration count

    Acoustic predictions from Speak reduce the number of heavy simulations for panel vibration and airflow coupling.

  • Product engineering teams

    Manage multi-driver enclosure variants

    Consistent performance reporting

    Teams maintain a consistent modeling workflow while swapping driver inputs and enclosure parameters for variants.

Best for: Fits when enclosure engineers need fast acoustic iteration before ANSYS or COMSOL validation.

Conclusion

After evaluating 8 loudspeaker enclosure design software, LspCAD 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
LspCAD

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 Loudspeaker Enclosure Design Software

How does Speak connect an enclosure definition to frequency response, impedance, and performance limits in one workflow?
Speak builds an acoustic model from driver parameters and enclosure geometry inputs, then recalculates frequency response and impedance curves when tuning choices change. The same enclosure definition drives excursion and output limit expectations tied to the model results instead of treating tuning as a separate spreadsheet step.
When should BassBox Pro be used instead of WinISD for sealed and vented alignment iterations?
BassBox Pro focuses on Thiele-Small parameter modeling and enclosure alignment calculations with integrated reporting for excursion and port-related constraints. WinISD targets fast alignment checks with excursion and port limit visualization in a more lightweight workflow, so BassBox Pro fits when constraint reporting during alignment iteration is the priority.
Which tool supports measurement-driven model tuning by importing impedance and acoustic measurement data?
LspCAD supports acoustic measurement workflows and impedance measurement import that feeds back into model tuning. Speak and WinISD center on parameter-based prediction and enclosure tuning, while LspCAD connects imported measurement behavior to alignment iteration.
What breaks if Fusion 360 is used as the primary acoustic predictor for loudspeaker enclosure design?
Fusion 360’s CAD workflow includes finite-element analysis integration for cabinet resonance and panel vibration, but its acoustic prediction relies on external acoustic solvers and file exchange. If acoustic accuracy must be maintained inside a single iterative loop, teams typically keep enclosure CAD in Fusion 360 while using Speak, BassBox Pro, or AKABAK for enclosure-level acoustic predictions.
How does LEAP keep enclosure geometry edits synchronized with acoustic alignment results during iteration?
LEAP pairs enclosure CAD deliverables with enclosure modeling and acoustic prediction in one engineering environment. Geometry edits and parameter changes stay linked so the enclosure concept produces updated geometry outputs alongside updated acoustic alignment results.
When does Boxsim’s Visaton driver-library-first workflow become a limiting factor for non-Visaton driver teams?
Boxsim ties enclosure simulation workflows closely to Visaton driver data and box alignments, so driver library coverage drives how quickly modeling can start. Teams designing around drivers outside the Visaton library may spend more time rebuilding equivalent parameter inputs than teams using Speak or AKABAK that treat driver parameters as general inputs for enclosure modeling.
Which software is better suited to coupled structural-acoustic physics studies using reproducible model definitions?
Comsol Multiphysics supports coupled physics simulation that links structural panel behavior with acoustic response and impedance-style checks. Its COMSOL Model Builder captures geometry, materials, boundary conditions, meshing, and solver settings for parameter sweeps, which suits cabinet resonance investigations beyond single-domain enclosure prediction.
What data migration steps are usually needed when moving enclosure geometry and tuning results between tools like AKABAK and a CAD system?
AKABAK emphasizes enclosure-specific calculations and exports CAD-oriented outputs, but the CAD-side model still needs reconstruction of assembly relationships and cutouts for ports and drivers. Typical migration includes transferring box volume and tuning choices, then remapping those choices onto Fusion 360 or another CAD assembly so geometry edits match the acoustic model iterations.
Where does AKABAK tend to fall short compared with a dedicated acoustic alignment tool for rapid tuning what-ifs?
AKABAK uses a repeatable configuration and CAD-oriented export path that works well for measurement-driven tuning loops, but its enclosure workflow emphasizes configuration-managed simulations rather than rapid acoustic alignment-only iteration. For quick sealed-box and vented alignment what-ifs, Speak and WinISD often provide faster response visualization inside their alignment workflows.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Loudspeaker Enclosure Design Software

We look for what changes the enclosure workflow in loudspeaker enclosure design software: whether you can reuse a driver data model and export geometry, and whether the analysis matches real enclosure alignment behavior like bass-reflex alignment. The biggest gaps show up in extensibility and configuration of your repeatable design runs.

Driver parameter library and management

Why it matters

Driver parameter library and management determines whether teams can keep the same results across projects instead of re-entering values. It matters because enclosure sizing depends on accurate driver inputs and consistent updates.

How to check

In a demo, import a sample driver set and check if edits propagate through existing projects without breaking prior work. Ask how the tool validates missing or conflicting parameters before you run an alignment.

Alignment workflows for enclosure types

Why it matters

Alignment workflows for enclosure types separate tools that guide enclosure sizing from tools that only simulate components. For loudspeaker enclosure design, you usually need predictable paths for designs like bass-reflex alignment and sealed-box alignment.

How to check

Create a single project and run both sealed-box alignment and bass-reflex alignment with the same driver. Compare whether the tool’s outputs feel parameter-consistent and whether it exposes the key assumptions in each workflow.

Frequency-response prediction transparency

Why it matters

Frequency-response prediction transparency matters because it tells you what the software actually assumes when it forecasts results. Without clear inputs, you can’t tell whether discrepancies are from modeling choices or from your own data.

How to check

Generate a frequency-response prediction and open the report or settings used. Ask what the tool uses for default modeling assumptions, then change one input (box size or tuning) and confirm the change reflects in the plotted curve.

Enclosure CAD export and geometry handoff

Why it matters

Enclosure CAD export and geometry handoff matters when design output must become buildable dimensions. If the export is incomplete, your team loses time translating results into drawings.

How to check

Export an enclosure geometry from the current design and inspect whether it includes baffle and cut features you can measure. Check if coordinate units and origin stay consistent by re-importing into the same CAD workflow you use today.

Automation and API for batch runs

Why it matters

Automation and API for batch runs separates one-off demos from repeatable design studies. It matters when you sweep box volumes, tunings, or variants and need consistent outputs for review.

How to check

Ask whether you can run a batch of designs from a script or API call and export results in one pass. In the demo, request a simple parameter sweep and verify you can capture outputs with consistent naming and structure.

Versioning, configuration, and audit log

Why it matters

Versioning, configuration, and audit log matters when enclosure designs change over time and you must justify what changed. It’s especially important when multiple engineers iterate on enclosure dimensions and results.

How to check

Make a change to a design input and check whether the tool records what changed, when it changed, and which outputs were regenerated. Confirm you can reproduce an earlier state from the saved history without manual reconstruction.

Red flags

  • Outputs change between re-runs without any recorded input or configuration differences
  • Exports miss key geometry elements or use inconsistent units/origins
  • Batch runs cannot capture results in a repeatable, inspectable way

Fit by situation

  • If you regularly update driver specs mid-project, prioritize driver parameter library and management.
  • If you need to compare sealed-box alignment against bass-reflex alignment in the same workflow, prioritize alignment workflows for enclosure types.
  • If your team runs many design sweeps and must review results later, prioritize automation and API for batch runs.
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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