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Top 10 Best Icon Design Software of 2026

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Art Design

Top 10 Best Icon Design Software of 2026

Compare icon design software options for UI and branding work, covering features, workflows, and tradeoffs for designers and teams.

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

Agents extract product evidence with provenance, then collect written reviews and 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 rankings. Editorial policy

Icon design software matters when teams need consistent symbols, controlled exports, and repeatable asset workflows for product UI. This comparison helps analysts and operators weigh vector editors and icon libraries, including tools like Figma, against requirements for component-driven icon systems, SVG delivery, and production handoff to engineering.

Figma is the best pick for teams that need shared icon libraries and repeatable exports, since linked component variants keep every size consistent while plugins help batch the export and cleanup work. Adobe Illustrator is a strong alternative for precise vector icon authoring and preset-driven multi-artboard exports.

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

Figma

Component variants linked to a shared library enable scalable icon set management without duplicating artwork.

Best for: Fits when teams need shared icon libraries, repeatable export, and automation via plugins or APIs.

2

Sketch

Editor pick

Symbol-based icon variants with size-specific export presets for consistent multi-resolution output.

Best for: Fits when teams need reusable icon components and repeatable export for UI and app asset pipelines.

3

Vectr

Editor pick

SVG-focused editing with direct vector node handling in a browser canvas.

Best for: Fits when small teams need fast SVG icon drafting with lightweight collaboration.

Comparison Table

1
FigmaBest overall
SMB
9.1/10
Overall
2
8.9/10
Overall
3
8.8/10
Overall
4
8.5/10
Overall
5
8.3/10
Overall
6
7.7/10
Overall
7
7.6/10
Overall
8
7.2/10
Overall
9
6.9/10
Overall
10
vertical specialist
6.5/10
Overall
#1

Figma

SMB

Vector interface design software with strong icon design, component systems, and export controls.

9.1/10
Overall
Features9.1/10
Ease of Use9.2/10
Value9.0/10
Standout feature

Component variants linked to a shared library enable scalable icon set management without duplicating artwork.

Figma’s strongest fit for icon work comes from how it couples vector editing with a reusable design system model. Components and variants let icon sets share common structure while still supporting per-icon differences in size, stroke behavior, and detail. Exports can be configured per artboard so teams can generate consistent app icon asset pipelines and multi-resolution deliverables from the same source.

A tradeoff is that Figma’s workflow centers on interactive design files, so deeply scripted icon compilation and strict, code-first build steps depend on plugins or external tooling. Figma fits best when icon teams need shared review, symbol library management, and batch export presets rather than a headless icon compiler.

Pros
  • +Component variants keep icon sets consistent across sizes
  • +Plugins automate batch export and file cleanup tasks
  • +Shared comments and version history speed icon review cycles
  • +SVG exports preserve editable vector structure
Cons
  • –Complex icon pipelines often require plugins plus external scripts
  • –Heavy symbol libraries can slow large workspaces
  • –Boolean-heavy icon sculpting can be harder than code workflows
  • –Strict pixel-level control may need careful grid and snapping setup
Use scenarios
  • Design system maintainers

    Manage icon families with variants

    Fewer inconsistencies across releases

  • Product UI teams

    Review icons with inline collaboration

    Faster approval and fewer reworks

Show 2 more scenarios
  • Asset pipeline engineers

    Automate export and naming rules

    Less manual export work

    Use Figma’s API and plugin ecosystem to batch process icon files and enforce output conventions.

  • Mobile app icon producers

    Generate multi-resolution app icons

    Consistent multi-size delivery

    Create size-specific artboards in one source and export multiple icon assets from presets.

Best for: Fits when teams need shared icon libraries, repeatable export, and automation via plugins or APIs.

#2

Sketch

SMB

Mac-based interface design software with vector editing suited to icon creation and asset export.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

Symbol-based icon variants with size-specific export presets for consistent multi-resolution output.

Sketch is geared toward UI teams who want consistent icon components managed through symbols and reusable layers. Icon creation can involve fine control of vector shapes and anchor point placement, then output through export presets that target multiple sizes. The app also supports importing and working with existing SVGs, then refining paths to match a visual spec.

A key tradeoff is limited boolean operation depth compared with dedicated vector suites that focus on complex shape remodeling. Sketch fits best when icon work follows a component-first system, such as a shared symbol library that must ship multiple resolutions with consistent naming and export presets.

Pros
  • +Symbol library workflow keeps icon variants consistent across artboards
  • +Export presets speed multi-resolution icon delivery without manual resizing
  • +SVG import and vector node editing supports iterative icon refinements
  • +Layer organization aligns with UI component handoff patterns
Cons
  • –Advanced boolean shape workflows are less complete than vector-specialist tools
  • –Complex SVG path cleanup can require extra manual layer hygiene
  • –Some icon font compilation pipelines need external build steps
Use scenarios
  • Design systems teams

    Manage icon variants as symbols

    Fewer mismatched icon revisions

  • Mobile UI designers

    Produce app icon sets

    Faster handoff for builds

Show 1 more scenario
  • Product design teams

    Refine vendor-provided SVG icons

    Consistent look across screens

    Import existing icons, adjust vector nodes for alignment, then deliver updated assets.

Best for: Fits when teams need reusable icon components and repeatable export for UI and app asset pipelines.

#3

Vectr

SMB

Free vector graphics software for basic icon design, diagrams, and scalable web assets.

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

SVG-focused editing with direct vector node handling in a browser canvas.

Vectr positions icon creation around a browser-first vector editor with straightforward canvas controls. It supports SVG-centric workflows with direct vector node manipulation and export for common icon asset needs.

The canvas model favors quick iteration over advanced illustration tooling like multi-style layer effects and deep brush systems. Collaboration features are present, but governance and automation via API are minimal compared with design tools that target enterprise asset pipelines.

Pros
  • +Browser-based vector editing reduces setup friction for icon work
  • +SVG-first export keeps icon assets editable after leaving the editor
  • +Simple node and shape operations support quick pictogram revisions
  • +Collaborative editing works for small teams without complex workflows
Cons
  • –Boolean operations and path refinement are less comprehensive than pro suites
  • –Limited automation and API surface makes pipeline integration harder
  • –Fewer advanced typography and symbol management features for icon fonts
  • –Export preset control for multi-resolution icon sets feels basic
Use scenarios
  • Product designers

    Create consistent UI icon sets quickly

    Editable SVG icon library

  • Design teams and stakeholders

    Review vector concepts with live feedback

    Feedback tied to artwork

Show 2 more scenarios
  • UI design teams

    Iterate product icons during development

    Faster icon updates

    Make rapid icon revisions inside the canvas model and update assets for digital products.

  • Freelancers and agencies

    Handoff icon designs as editable SVG

    Editable vector handoff

    Export clean SVG files that preserve vector editability for developers and downstream designers.

Best for: Fits when small teams need fast SVG icon drafting with lightweight collaboration.

#4

Inkscape

SMB

Open-source vector editor for creating icons, SVG artwork, and scalable interface assets.

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

Extension framework enables custom batch processing for SVG icon generation and tailored export pipelines.

Inkscape is an SVG icon design tool that focuses on direct vector node editing and repeatable export workflows. It supports precise scalable vector graphics editing with boolean operations, stroke-to-path conversion, and multi-step path construction for icon shapes.

Pros
  • +Strong SVG editing with vector node manipulation and reliable path boolean tools
  • +Extensible workflow via extensions for batch operations and custom output steps
  • +Multi-format export paths from SVG sources to bitmap icons when required
  • +Grid and snapping behavior helps keep icon geometry consistent during refinement
Cons
  • –Icon preview at target pixel sizes requires manual rasterization checks
  • –Complex icon sets need careful layer and symbol organization to avoid drift
  • –Advanced scripting needs extension development knowledge and maintenance effort
  • –Some publishing steps feel manual for large-scale multi-resolution pipelines
Use scenarios
  • Freelance brand designers

    Build editable icon sets from vector shapes

    Editable icon library

  • Prepress and print designers

    Prepare vector icon artwork for production handoff

    Reviewable production files

Show 2 more scenarios
  • Pattern diagram creators

    Diagram icon symbols and craft charts

    Crisp printable diagrams

    Draws scalable vector symbols and layouts for clear printing and sharing.

  • Scrapbook and craft layout creators

    Compose pages using layered icon elements

    Layered print-ready assets

    Combines text, layers, and transparent PNG exports for flexible page compositions.

Best for: Fits when teams need repeatable SVG-to-icon exports with extensibility and direct vector control.

#5

Adobe Illustrator

enterprise

Professional vector graphics software used for scalable icon design and detailed shape editing.

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

Artboard export presets let one Illustrator document drive structured multi-size icon outputs in a single export run.

Adobe Illustrator is built around vector node manipulation and anchor point precision, which matters for pixel-perfect icon geometry and crisp curve shapes. Boolean operations help refine shared silhouettes without redrawing, and stroke-to-path conversion supports consistent visual results when icons include outlines. Multi-artboard workflows let one document produce multiple export sizes in a controlled sequence. Symbol library management supports reusing repeated elements like strokes and corner details across an icon set.

Pros
  • +Vector node editing and anchor point precision for tight icon shapes
  • +Boolean operations speed silhouette cleanup and shape refinements
  • +Artboard export presets support multi-resolution icon delivery
  • +Symbol library management helps reuse icon parts
Cons
  • –Export consistency requires disciplined artboard and preset setup
  • –Automation and governance controls are limited compared with icon-management tools
  • –Batch work can become slow on large symbol-rich documents
  • –Icon font compilation needs extra checks for alignment and outlines
Use scenarios
  • Product design teams

    Create icon sets for mobile apps

    Fewer manual resizes and rework

  • Icon system maintainers

    Standardize stroke weights and corners

    More uniform visual language

Show 2 more scenarios
  • Design-to-development teams

    Hand off SVG-based icon assets

    Cleaner implementation diffs

    SVG path editing supports exact geometry and predictable outline delivery to engineers.

  • Brand and marketing studios

    Produce campaign pictogram variations

    Faster icon iteration cycles

    Boolean operations and grid-based alignment help generate consistent variations quickly.

Best for: Fits when teams need precise vector icon authoring plus repeatable multi-artboard exports.

#6

Flaticon UIcons Editor

SMB

Icon library platform with tools for editing, customizing, and exporting interface icons.

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

One-editor workflow for turning edited SVG icons into deliverables like ICO and multi-size PNG without switching tools.

Flaticon UIcons Editor is a browser-based icon editor built around editing and exporting existing Flaticon icon sets for production use. It focuses on SVG path editing workflows with grid-based snapping and precise node manipulation for pictogram-style assets.

Pros
  • +Browser editor with immediate SVG node and curve editing for quick revisions
  • +Grid-based snapping helps keep pictogram alignment consistent across icon sets
  • +Export options cover common icon delivery formats like PNG and ICO
  • +Monochrome icon set workflow fits UI icon libraries and glyph packs
Cons
  • –Boolean operations and complex shape modeling are limited versus full vector suites
  • –Symbol library management and variant systems are basic for large design systems
  • –Advanced stroke-to-path and pixel hinting controls are not as granular
  • –Governance features like audit logs and RBAC are not a core part of the workflow
Use scenarios
  • Designers updating icon packs

    Modify existing Flaticon pictograms for brand

    Brand-aligned icon set updates

  • UI teams building app screens

    Export PNG and ICO for interfaces

    Faster export for production

Show 2 more scenarios
  • Frontend engineers preparing SVG assets

    Adjust paths and export clean SVG

    Consistent SVG across components

    Refines vector outlines using precise manipulation to match layout grids and scale targets.

  • Marketing teams localizing icon visuals

    Create variant icons for campaigns

    Quicker campaign icon variants

    Creates consistent variants by editing existing pictograms without rebuilding illustrations from scratch.

Best for: Fits when teams need fast, consistent edits to existing SVG icon libraries and frequent asset export.

#7

Framer Vector

SMB

Built-in vector editing inside Framer supports simple icon creation directly in web design workflows.

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

Component-aware icon editing that keeps changes synchronized with Framer page structure.

Framer Vector adds icon design inside the Framer workflow by turning vector shapes into reusable components for product and marketing pages. Editing centers on precise SVG path and node manipulation with shape tools that fit icon-ready exports.

Pros
  • +Reusable icons integrate directly into Framer pages and components
  • +Node and path editing supports tight control for icon geometry
  • +Exports align with product page usage for faster asset handoff
  • +Component-based updates make it easier to propagate icon revisions
Cons
  • –Icon batch export pipelines like multi-resolution asset packs need extra steps
  • –Advanced boolean and stroke workflows are less central than in dedicated editors
  • –Large icon libraries require stricter naming and folder discipline
  • –Figma-style symbol library and global style governance workflows need external process
Use scenarios
  • Design systems teams

    Create consistent icon components for UI libraries

    Fewer icon inconsistencies across screens

  • Product marketing teams

    Match campaign graphics to page typography

    Faster campaign page updates

Show 2 more scenarios
  • Framer web builders

    Hand off icons directly into components

    Reduced build and revision time

    Turn vector shapes into assets that integrate into Framer components with less rework.

  • Agile small teams

    Iterate icons and pages in one workflow

    Quicker design-to-implementation cycles

    Maintain precise icon edits while updating page placements across responsive views in Framer.

Best for: Fits when teams need component-linked icon updates inside Framer page workflows.

#8

Font Awesome Kits and Icon Uploads

SMB

Icon platform with custom icon upload, editing, subsetting, and delivery tools.

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

Custom SVG icons uploaded into a specific kit so the kit loader delivers those icons in the same runtime path as Font Awesome assets.

Font Awesome Kits and Icon Uploads lets teams package and deliver brand and custom icons for web projects using Font Awesome’s icon delivery model. It supports uploading custom SVG icons and assigning them to an app-specific kit so the icons are available where the kit is loaded.

Pros
  • +Custom SVG upload workflow ties icons to a kit delivery pattern
  • +Single kit boundary supports reuse across multiple pages and apps
  • +Icon selection and availability map to the same consumption mechanism
  • +Fits icon font and SVG usage patterns common in UI libraries
Cons
  • –Icon creation tooling is limited compared with dedicated vector editors
  • –Governance for large icon catalogs needs disciplined naming and review
  • –Export customization for niche formats is not the primary focus
  • –Batch editing and bulk refactoring are less direct than design tools
Use scenarios
  • Front end developers at studios

    Ship custom brand icons with kits

    Icons render consistently across pages

  • Marketing teams for brands

    Standardize visual icon assets across sites

    Brand icon usage stays consistent

Show 2 more scenarios
  • Product teams in SaaS apps

    Deliver per-application icon sets

    Each app loads its icon set

    Product teams package custom icons into app-specific kits tied to Font Awesome consumption patterns.

  • Design system maintainers

    Distribute SVG icons under system conventions

    System icons stay reusable

    Design system owners upload icons and ensure they follow Font Awesome formatting for kit loading.

Best for: Fits when teams need controlled icon distribution via Font Awesome kits without building an icon pipeline.

#9

Gravit Designer

SMB

Cross-platform vector design application for icons, illustrations, and interface assets.

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

Artboard export presets combined with editable SVG layers streamline multi-resolution icon handoff without recreating files.

Gravit Designer is an icon design tool for vector-first workflows that need precise SVG path editing and repeatable export from artboards. It supports scalable vector graphics creation with node-level editing, boolean operations, and stroke-to-path conversion for icon-ready shapes.

Pros
  • +Strong SVG path and node editing for precise icon geometry.
  • +Boolean operations and shape tools work well for icon silhouette cleanup.
  • +Artboard export presets reduce repetitive multi-size exporting.
  • +Grid and snapping support consistent alignment across a set.
Cons
  • –Favicon and ICO bundling workflows are not as streamlined as dedicated icon pipelines.
  • –Advanced pixel-level tuning needs extra attention for pixel hinting.
  • –Symbol library management lacks the depth some icon teams expect.
  • –Exporting icon fonts requires more manual structure than icon font specialists.
Use scenarios
  • Product design teams

    Maintains icon consistency across releases

    Faster icon revision cycles

  • Brand identity designers

    Creates reusable mark variations

    Consistent marks at all sizes

Show 2 more scenarios
  • Front-end engineers

    Integrates icons into UI components

    Less manual icon cleanup

    Exports from artboards into multi-resolution SVG assets that match component requirements and grid alignment.

  • Icon library maintainers

    Batch updates across a set

    Reduced divergence across libraries

    Keeps shared shapes editable as vectors, then regenerates SVG exports for each icon size set.

Best for: Fits when vector icons must stay editable through export, with consistent artboard-based batch output.

#10

Iconion

vertical specialist

Desktop icon generator focused on app icons, web icons, and styled symbol creation.

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

Symbol library management with export presets keeps set-wide changes consistent across batch deliveries.

Iconion is an icon design workflow built around maintaining consistent sets, including shared styles and reusable symbols. The tool supports SVG creation and editing with a focus on export-ready artwork for UI icon libraries.

Pros
  • +Library symbols keep icon parts consistent across revisions
  • +Batch export supports multi-resolution delivery without repetitive manual steps
  • +SVG editing keeps vector fidelity for glyph outline refinement
  • +Configuration of export presets reduces format mistakes during iteration
Cons
  • –Advanced boolean and stroke workflows feel less direct than full vector suites
  • –Automation and batch jobs require careful naming discipline for predictable outputs
  • –Some pixel-level positioning requires grid tuning rather than automatic hinting
  • –Complex symbol nesting can slow down large libraries
Use scenarios
  • Product design teams

    Maintaining consistent icon sets across screens

    Fewer visual inconsistencies

  • Design system maintainers

    Exporting multi-size icons for components

    Faster library releases

Show 1 more scenario
  • Icon library publishers

    Batch updating glyph sets with automation

    Quicker icon revisions

    Export and library update hooks reduce manual rework during glyph iteration cycles.

Best for: Fits when teams manage shared icon sets and need repeatable multi-size exports for product releases.

Conclusion

After evaluating 10 icon design software, Figma 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
Figma

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 Icon Design Software

How does Figma support automation for repetitive icon export tasks?
Figma exposes a public API plus plugins that can batch-run export operations across a file and keep naming and variant conventions consistent. Icon sets built as component variants let exports stay linked to shared library definitions in Figma.
When do vector boolean operations and stroke-to-path conversion matter most?
Adobe Illustrator and Inkscape both support boolean operations for building clean icon shapes from overlapping paths. Inkscape also supports stroke-to-path conversion, which matters when stroke artwork must become editable glyph geometry before export.
Which tool best fits teams that need symbol-linked variants across an icon library?
Figma fits teams that want component variants tied to a shared library so updates propagate without duplicating artwork. Sketch and Iconion also support reusable components, but Figma’s component linking is built around file-wide shared definitions.
Where does Flaticon UIcons Editor fall short compared with Illustrator for icon authoring complexity?
Flaticon UIcons Editor concentrates on editing existing Flaticon icon sets, which keeps its workflow focused on SVG path changes plus grid snapping. Illustrator offers deeper layer systems and more complex authoring workflows, including extensive vector illustration features beyond editing existing glyphs.
How do artboard export presets reduce errors in multi-size icon delivery?
Adobe Illustrator’s artboard export presets let a single document drive structured multi-artboard output with consistent scaling and export settings. Sketch and Gravit Designer can handle multi-artboard exports too, but Illustrator’s preset-driven runs are typically the most direct for batch production.
What breaks if icon teams skip governance for shared symbol libraries?
In Figma, edits to shared component variants can affect multiple icon instances in a file, so uncontrolled changes can propagate unintended geometry across releases. Iconion and Sketch mitigate this with symbol libraries and repeatable publish workflows, but those teams still need clear change ownership.
Which editor works best for turning an SVG icon set into ICO and multi-size PNG deliverables?
Flaticon UIcons Editor is designed to edit SVG icons and export deliverables like ICO bundling and multi-size PNG without switching tools. Iconion also includes asset compilation for multi-size icon deliveries, while Inkscape relies more on exporting through SVG-first pipelines plus rasterization when needed.
How do browser-based icon editors like Vectr handle collaboration compared with desktop tools?
Vectr runs in a browser canvas and includes collaboration features, which supports quick edits on SVG content without installing a desktop environment. Figma and Sketch typically offer stronger shared review workflows for variant organization because their file and symbol models are built for team editing.
When does data migration become a constraint during an icon workflow switch?
Switching between Illustrator and Inkscape can require re-mapping how stroke and path structures are represented after export because stroke semantics may change when converted to paths. Figma and Sketch both rely on their symbol models, so migrating component libraries can require re-creating component relationships rather than only importing raw SVG.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Icon Design Software

We look for what separates icon design software in practice: whether the output stays consistent across sizes and exports, and whether your editing workflow matches your files. The biggest differences usually show up under Export formats supported and Vector editing workflow.

Export formats supported

Why it matters

Icon designers need the right export formats for each place the icon will land. Export formats supported affects how much rework you do when you hand off assets to other tools or platforms.

How to check

Try exporting the same icon in a common set of raster and vector options, then compare edges and fills at small sizes. Ask whether the tool exports transparency reliably and whether it can batch export multiple icons.

Consistency across icon sizes

Why it matters

Consistency across icon sizes matters because icons often look fine at one preview size but break at smaller ones. If the tool handles scaling well, your set stays coherent from UI thumbnails to larger marks.

How to check

Create a small set of sizes from one source design and zoom in to check strokes, corners, and spacing. Export, re-import (if supported), and compare pixel-level alignment across the sizes.

Vector editing workflow

Why it matters

Vector editing workflow determines how quickly you can iterate on shapes without introducing artifacts. The right editing model also affects how predictable your edits feel when icons get complex.

How to check

On a demo file, perform a few changes: adjust geometry, move a group, and align details. Watch whether undo/redo and selection behave cleanly when you edit nested groups or layers.

Symbol or library management

Why it matters

Symbol or library management saves time when you update many related icons. Without it, teams end up with near-duplicates and inconsistent updates.

How to check

Import or create a small icon set, then make a change to one reusable symbol and see if instances update. Check whether the tool tracks broken links or missing symbols when you move files.

Batch processing and naming

Why it matters

Batch processing and naming reduces the friction of turning drafts into deliverables. It also helps teams keep file sets organized without manual renaming.

How to check

Use any multi-export or batch workflow on a folder of icons. Confirm you can control output names, export locations, and whether you can apply the same settings to every icon.

Undo and version history

Why it matters

Undo and version history matter because icon work is iterative and small mistakes are common. Strong version history helps you experiment without losing a good design path.

How to check

Make a sequence of edits, then step back through undo to see if the states remain usable. Export a couple of versions and check whether the tool labels or preserves those stages clearly.

Red flags

  • Exports look crisp in preview but degrade after export
  • Edits change spacing or shapes unexpectedly across related icons
  • Batch export requires manual fixing after every run

Fit by situation

  • If you regularly deliver assets in multiple formats, prioritize Export formats supported.
  • If you maintain a large icon set with shared styles, prioritize Symbol or library management.
  • If you iterate often and fear losing good variations, prioritize Undo and version history.
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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