Commissioned Research
Top 10 Best Graphic Design Art Software of 2026

GITNUXSOFTWARE REVIEW

Art Design

Top 10 Best Graphic Design Art Software of 2026

Compare graphic design art software options for illustration, UI, and editing needs, with tradeoffs and typical uses for tools like Figma and Krita.

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 our reviews. Editorial policy

Creators use graphic design and art tools to convert briefs into production-ready assets across raster, vector, and layout workflows. This comparison helps evaluators weigh tradeoffs in file fidelity, collaboration behavior, and automation hooks when selecting software for interface design, illustration, and print or digital output.

Figma is the best choice for distributed interface and brand teams that need fast, structured iteration because components with variants and auto-layout propagate updates across many artboards instantly, while Krita is the go-to alternative for painters who want deep brush control and layered work thanks to its responsive, tunable brush engine and stabilizers.

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

Components with variants and auto-layout let teams change a layout once and propagate updates across many artboards.

Best for: Fits when distributed teams need fast design iteration and structured exports without desktop handoff churn.

2

Adobe Photoshop

Editor pick

Photoshop’s non-destructive adjustment layers and masks enable iterative retouching without rewriting the base pixels.

Best for: Fits when designers need high-fidelity raster editing with controlled color for print and web deliverables.

3

Krita

Editor pick

The brush engine offers detailed stabilizers and per-brush dynamics for controlled strokes across sketch and finish.

Best for: Fits when artists need high-control raster painting and layered illustration with built-in animation timeline work.

Comparison Table

1
FigmaBest overall
enterprise
9.5/10
Overall
2
enterprise
8.8/10
Overall
3
vertical specialist
8.7/10
Overall
4
8.3/10
Overall
5
SMB
8.2/10
Overall
6
7.8/10
Overall
7
vertical specialist
7.4/10
Overall
8
vertical specialist
7.3/10
Overall
9
vertical specialist
6.9/10
Overall
10
enterprise
6.5/10
Overall
#1

Figma

enterprise

Collaborative browser-based design platform for interfaces, vector assets, and prototypes.

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

Components with variants and auto-layout let teams change a layout once and propagate updates across many artboards.

Design work in Figma centers on editable vector layers, text styles, and component-driven libraries that keep changes consistent across screens. Real-time co-editing plus comments support design review inside the same file, which reduces version drift during feedback cycles. For teams that need consistent handoff, Figma exports maintain a clean structure through named layers and predictable formats like SVG.

A key tradeoff is that Figma’s strongest workflow assumes web-first collaboration, so users who expect deep, print-only editing in a desktop raster or page layout pipeline may feel constrained. Figma fits best when multiple contributors iterate on UI and brand assets together, then deliver exports for downstream tooling.

Pros
  • +Real-time co-editing keeps design reviews inside one editable canvas
  • +Components and variants reduce repetitive layout work across many screens
  • +Export pipelines support structured handoff with layer-aware outputs
  • +Auto-layout speeds consistent spacing for page layout changes
Cons
  • –Complex print finishing workflows can require external page layout tools
  • –Large files can feel slower when many layers and variants are present
  • –Advanced raster editing workflows are less complete than desktop editors
  • –Automation for build-like exports depends on plugins
Use scenarios
  • Product design teams

    Iterate UI screens with design reviews

    Fewer alignment mistakes across screens

  • Brand and marketing teams

    Maintain consistent visual assets across campaigns

    Faster asset production cycles

Show 2 more scenarios
  • Design systems owners

    Standardize components and spacing rules

    More consistent UI outcomes

    Variant-based components and consistent layout behavior reduce drift across teams building new pages.

  • Agencies and freelancers

    Deliver export-ready vector and layout files

    Less rework for handoff

    Layered source files and structured exports support cleaner downstream placement and iteration.

Best for: Fits when distributed teams need fast design iteration and structured exports without desktop handoff churn.

#2

Adobe Photoshop

enterprise

Raster image editor for photo manipulation, digital painting, compositing, and graphic production.

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

Photoshop’s non-destructive adjustment layers and masks enable iterative retouching without rewriting the base pixels.

Adobe Photoshop is the dominant raster graphics editor for photo editing and digital art workflows, especially when layered source files and precision retouching matter. It delivers extensive layer and mask controls, mature color management through ICC profiles, and export options for both print and web outputs.

Multiple output paths support print-ready delivery with rigorous document control and predictable color handling. Its creative toolkit is broad, but advanced results depend on careful settings and file management discipline.

Pros
  • +Deep layer and mask tooling for precise non-destructive edits
  • +Strong ICC-based color management for consistent cross-device output
  • +Extensive brush engine and retouching workflows for artwork production
  • +Reliable export paths for print graphics and web assets
Cons
  • –Advanced workflows require configuration discipline to avoid inconsistencies
  • –Vector editing is limited compared with dedicated vector editors
  • –Large layered files can slow down on less capable machines
  • –Automation is less centralized than in design suites focused on batch production
Use scenarios
  • Designers and marketing production

    Prepare print and web image assets

    Delivery assets ready for workflows

  • Digital illustrators and painters

    Build editable raster artwork

    Editable artwork with controlled stages

Show 2 more scenarios
  • Compositing designers and retouchers

    Revise photo composites using masks

    Flexible composites without rebuilding

    Combine photographs and adjustments into layered scenes with masks that support non-destructive changes.

  • Ecommerce product photography studios

    Create consistent catalog-ready product images

    Consistent imagery for commerce

    Refine cutouts, background treatments, and shadows so catalog views stay consistent across items.

Best for: Fits when designers need high-fidelity raster editing with controlled color for print and web deliverables.

#3

Krita

vertical specialist

Open-source painting application for concept art, illustration, comics, and texture work.

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

The brush engine offers detailed stabilizers and per-brush dynamics for controlled strokes across sketch and finish.

Krita is built around painterly raster graphics work, with extensive brush settings, pressure and tilt controls, and a workflow optimized for hours of sketching and painting on large canvases. The layer stack includes masks and blending modes, and its color workflow supports ICC profiles for predictable output when moving between RGB and print-oriented environments. Krita’s animation timeline lets artists create frame-by-frame sequences without exporting to a separate editor for basic motion.

A notable tradeoff is weaker typography and layout tooling compared with dedicated desktop publishing apps, so complex page design and precise font workflows require external tools. Krita fits best when the primary deliverable is layered illustration, character art, concept art, or frame-based animation rather than brochure-style page layout.

Pros
  • +Brush engine supports stabilizers and fine-grained brush tip tuning
  • +Layer masks and blending modes support iterative non-destructive painting
  • +Color management includes ICC profile handling for consistent output
  • +Animation timeline supports frame-based sequences without extra software
Cons
  • –Typography and page layout features lag behind dedicated layout tools
  • –Vector editing and SVG-ready workflows are limited compared with vector-first editors
  • –Advanced production pipelines can require manual export and checks
  • –Workspace customization can feel dense for first-time users
Use scenarios
  • Concept artists and illustrators

    Paint character sheets and props

    Faster iteration on complex art

  • Animator and storyboard artists

    Create short frame-based sequences

    More efficient early motion drafts

Show 2 more scenarios
  • Print-minded digital artists

    Maintain color consistency for output

    Less color surprise at export

    Artists use ICC profiles to keep colors stable when moving from screen work to print targets.

  • Foley-free visual content teams

    Prepare layered assets for compositing

    Cleaner handoff to production

    Teams export layered source files and separate elements for downstream composition and edits.

Best for: Fits when artists need high-control raster painting and layered illustration with built-in animation timeline work.

#4

Canva

SMB

Browser-based design platform for layouts, social graphics, presentations, and marketing assets.

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

Brand Kit ties fonts and colors to every new design inside shared workspaces for consistent output.

Canva is strongest when designs start from templates, then get refined with typography controls, color choices, and reusable brand settings across documents. The editor supports layering, masking, and non-destructive adjustments enough for common marketing graphics without reaching full desktop-grade retouching depth. Collaboration tools support reviewing designs in place, and shared workspaces reduce version sprawl during feedback cycles.

Pros
  • +Template-first page layout accelerates repeatable marketing designs
  • +Reusable brand kit keeps typography and color decisions consistent
  • +In-browser collaboration supports review cycles without exporting working files
  • +Export options cover common share formats and print-friendly PDFs
Cons
  • –Fine-grained vector path editing is weaker than desktop illustration tools
  • –Print preflight for complex jobs needs extra checking in other tools
Use scenarios
  • Marketing coordinators

    Monthly email and social design batching

    Faster campaign production

  • Design review teams

    Feedback on landing page hero graphics

    Fewer revision loops

Show 1 more scenario
  • Small business owners

    Flyers, menus, and event posters

    Print-ready deliverables

    Owners assemble page layout designs from templates and export print-ready PDFs for local printers.

Best for: Fits when marketing teams need fast, collaborative graphics with consistent branding and common export targets.

#5

GIMP

SMB

Open-source raster editor for photo retouching, compositing, and digital image creation.

8.2/10
Overall
Features8.2/10
Ease of Use8.2/10
Value8.2/10
Standout feature

Scriptable image processing plus batch runs let repeat edits and custom filter steps execute consistently.

GIMP performs raster image editing with layers, masks, and filter pipelines that support photo retouching, compositing, and digital painting workflows. It also includes basic vector path tools for simple shapes, but its strengths remain centered on editable layered raster source files and export-ready outputs.

Pros
  • +Layer and mask workflow supports complex compositing edits
  • +Non-destructive layer stack keeps many revisions reversible
  • +Batch processing and scripting automate repetitive image transformations
  • +Plugins extend effects beyond the built-in filter set
Cons
  • –Interface organization and shortcuts require learning for daily speed
  • –Vector tooling stays limited for production-grade bezier editing
  • –Color workflow relies on correct ICC profile setup by the user
  • –Print-oriented page layout features are minimal compared with DTP tools
Use scenarios
  • Small business graphic designers

    Create raster label art and textures

    Custom label artwork

  • Print designers and makers

    Clean up bitmap artwork for print

    Export-ready print graphics

Show 2 more scenarios
  • Scrapbookers and collage designers

    Assemble layered photo page compositions

    Revisable collage pages

    Build collages from photos and templates using detailed layer control for each element.

  • Product photographers and compositors

    Remove backgrounds with alpha masks

    Transparent PNG-ready subjects

    Refine edges and generate masks so subjects export with transparency for later compositing.

Best for: Fits when independent artists and small teams need flexible raster editing automation.

#6

Inkscape

SMB

Open-source vector graphics editor for illustration, diagrams, logos, and typography.

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

Extensions and scripting let vector workflows automate repetitive layout, symbol creation, and batch edits inside the editor.

Inkscape is a vector art editor used for logo design, illustration, and SVG-first production with a strong focus on editable paths and objects. It supports layers, node-based editing, text handling, and export to SVG and print-oriented formats like PDF.

Pros
  • +Highly editable vector paths with precise node controls
  • +Layer and object management supports complex illustrations
  • +Exports SVG and PDF with strong vector fidelity
  • +Extensibility via extensions and scriptable workflows
Cons
  • –Photoshop-style raster retouching workflows are limited
  • –Advanced typography controls take time to learn
  • –Color management and print prep options can feel indirect
  • –Automation depends heavily on extensions and add-ons
Use scenarios
  • Crafters and scrapbook designers

    Compose pages with reusable elements

    Editable page assets

  • Print designers and prepress teams

    Hand off vector layouts for printing

    Vector files for production

Show 2 more scenarios
  • Pattern designers and educators

    Draw scalable crochet and chart diagrams

    Reusable diagram templates

    Create custom symbols and charts as editable vector objects for sharing or printing.

  • Educators and technical communicators

    Maintain diagram libraries for updates

    Structured revisable diagrams

    Use shapes, connectors, and layers to store diagrams as editable SVG documents for reuse.

Best for: Fits when vector-centric teams need editable SVG sources and consistent export for print and web deliverables.

#7

Autodesk SketchBook

vertical specialist

Drawing and painting application for sketching, concept development, and illustration.

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

Sketching-focused brush engine with pressure-aware stroke behavior optimized for pen and touch workflows.

Autodesk SketchBook targets freehand sketching and digital illustration work with a pen-first drawing experience on tablets and touch devices. It supports raster-style painting with layers, a responsive brush engine, and export options for sharing finished artwork.

Pros
  • +Pen-first brush controls feel natural for fast sketch iterations
  • +Layer-based editing supports non-destructive touch-ups during painting
  • +Export workflows cover common raster needs for posting and handoff
  • +Mobile and desktop parity helps keep sketch continuity across devices
Cons
  • –Vector path editing is not a core strength for precision illustrations
  • –Typography and font management tools are limited for design production
  • –Automation and extensibility are minimal compared with pro creative suites
  • –No built-in team governance such as RBAC or audit log trails
Use scenarios
  • Designers and product teams

    Annotate layouts with freehand marks

    Clearer early concepts

  • Character designers and illustrators

    Build symmetrical character motifs

    More consistent mirrored designs

Show 2 more scenarios
  • Freelance artists and design teams

    Export sketches for art handoff

    Practical production handoffs

    Use common export workflows to share finished raster work and continue editing in other tools.

  • Digital painters and visual development

    Run fast color studies and blocking

    Exploratory painted studies

    Create painterly color directions using configurable brushes, layers, and blend modes.

Best for: Fits when solo artists need quick sketch-to-finish illustration with layers and touch-friendly input.

#8

Clip Studio Paint

vertical specialist

Illustration, comic, manga, and animation software with specialized drawing tools.

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

Its brush engine with pressure and pen settings can be saved and reused as portable presets across projects.

Clip Studio Paint targets illustrators who need drawing-first workflows, with a mature brush and pen system that typical photo editors do not prioritize. It supports layered illustration with masks, vector objects alongside raster strokes, and comic-focused page handling for multi-panel layouts.

Pros
  • +Extensive brush engine with pressure-aware customization
  • +Layer and mask workflow supports non-destructive iteration
  • +Comic page tools speed panel planning and page navigation
  • +Asset libraries and templates reduce repetitive setup work
Cons
  • –Comic-centric features can feel heavy for simple posters
  • –Vector and raster mixing can complicate export troubleshooting
  • –Advanced customization has a learning curve for brush controls
  • –Collaboration and review workflows are less direct than dedicated layout suites
Use scenarios
  • Character designers and concept artists

    Produce turnaround sheets with references

    Production-ready reference sheets

  • Tattoo artists and design professionals

    Draft mirrored tattoo concepts

    Layered printable concept art

Show 2 more scenarios
  • Animation cleanup artists and line artists

    Refine line continuity across frames

    Cleaner inbetweens

    Use onion-skin previews and editable linework with layered frames for spacing and cleanup.

  • Storyboard artists and animators

    Plan scenes with a timeline view

    Timed visual shot plans

    Combine drawing layers with a scrubbable timeline to manage timed shots and action beats.

Best for: Fits when illustration and comic production need a brush-first workspace with layered editing and reliable exports.

#9

MediBang Paint

vertical specialist

Digital painting and comic creation application with brushes, panels, tones, and cloud features.

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

Cloud-based sharing of brushes and materials built around the MediBang community reduces asset rework.

MediBang Paint targets digital illustration and sketch workflows with a drawing-first interface and strong tool coverage for raster-based art. Layers, masks, and brushes support production edits without pushing users toward page layout or print publishing. The app also includes collaboration and cloud asset sharing that fits community-driven illustration pipelines and recurring brush or material reuse.

Pros
  • +Drawing workflow stays focused with responsive brush and layer operations.
  • +Layer masks support clean non-destructive touch-ups during illustration revisions.
  • +Community material library reduces friction for reusing brushes and assets.
  • +Export formats cover common illustration handoff needs for other tools.
Cons
  • –Vector editing and typography tooling are limited for layout-grade work.
  • –Print preflight and page markup controls are not built for production publishing.
  • –Cloud sync can complicate versioning across multiple devices.
  • –Automation and API access are not exposed for scripted pipeline integration.
Use scenarios
  • Illustrators switching tools

    Continue layered work in other apps

    Artwork that transfers smoothly

  • Cartoon and anime illustrators

    Create finished 2D character scenes

    Completed illustrations

Show 2 more scenarios
  • Illustrators and beginner animators

    Produce short frame-by-frame motions

    Short animated sequences

    Create basic 2D animation alongside raster drawing work in a single environment.

  • Distributed comic teams

    Collaborate on shared comic assets

    More accessible shared assets

    Use cloud storage and collaboration features to share and continue comic assets across devices.

Best for: Fits when illustrators need fast raster art production plus asset sharing for community-driven work.

#10

Sketch

enterprise

Design application for interface layouts, vector assets, prototypes, and developer handoff.

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

Symbols and overrides drive reusable design systems inside a single Sketch document, including controlled variations across artboards.

Sketch produces interactive vector-based designs using artboards, layers, and symbol components. It supports a desktop-first workflow for UI and graphic creation with export paths for handoff as SVG and print-oriented PDFs.

Pros
  • +Symbol and component workflows reduce repeated redesign work across variants
  • +Fast vector editing with predictable transforms and precise alignment controls
  • +Large plugin ecosystem supports export automation and format conversions
  • +Exports fit common design handoffs with reliable layer-based organization
Cons
  • –Collaboration and review workflows depend on external tools and integrations
  • –Advanced color management and print workflows are less comprehensive than dedicated layout tools
  • –Large artboards can slow down editing on lower-end machines
  • –Custom automation via plugins can increase maintenance and compatibility risk
Use scenarios
  • UI and UX designers

    Design detailed product interface screens

    Editable interface screen set

  • Product design and design systems

    Keep reusable components consistent

    More consistent interface patterns

Show 2 more scenarios
  • Product design teams

    Track revisions during interface iterations

    Clear change record

    Use document history and organized files to record changes across prototype and interface revisions.

  • Interface and visual designers

    Create reusable vector icon assets

    Consistent vector icon set

    Edit paths and styles to produce consistent vector icons suitable for digital product use.

Best for: Fits when design teams need a desktop vector workflow with reusable components and automated export steps.

Conclusion

After evaluating 10 graphic design art 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 Graphic Design Art Software

How do Krita and Photoshop differ for non-destructive photo retouching on layered raster files?
Photoshop centers iterative retouching on adjustment layers and masks that keep the base pixels untouched. Krita also uses layers and masks for layered raster painting, but its core strength stays in brush-driven illustration and per-brush stroke control.
Which tool fits real-time design collaboration with editable files and review workflows?
Figma supports multi-user collaboration on the same design document with components, layers, and artboards. Canva enables shared workspaces for layout and brand consistency, but Figma keeps more of the design editable through structured components and variants.
How do Figma and Sketch handle scalable UI-style layouts across multiple artboards?
Figma uses components with variants and auto-layout so layout changes propagate across artboards. Sketch uses symbols and overrides to keep reusable design system elements consistent across the document.
When does Inkscape beat vector-centric workflows in Sketch or Figma?
Inkscape is built around editable vector paths and SVG-first semantics, which suits teams that need consistent SVG source output. Sketch and Figma are strong for design systems and export handoff, but Inkscape targets vector object editing as the primary editing model.
What breaks if an illustration workflow relies on bitmap brushes but the project needs precise typography control?
Clip Studio Paint excels at drawing-first illustration with layered masks and pen-focused brush presets, which can slow typography iteration when advanced type controls drive the design. Canva offers faster brand-aligned typography inside shared documents, but it does not match pen-first brush depth for illustration production.
How do GIMP and Photoshop compare for repeatable image processing and automation?
GIMP supports batch processing and a scripting interface so repeated transforms and custom filter sequences can run consistently. Photoshop can automate via scripts and actions, but GIMP’s workflow direction emphasizes programmable image processing inside the same raster editor.
When should a team choose vector editing in Inkscape over photo-based editing in GIMP or Photoshop?
Inkscape fits when logos and illustrations need editable SVG object structures and consistent vector exports. GIMP and Photoshop focus on raster editing depth, so they require more conversion steps when vector fidelity and path-level editability dominate deliverables.
How do Krita and Sketchbook differ for tablet-first drawing with pressure-aware input?
Autodesk SketchBook targets pen-first sketching on tablets with pressure-aware stroke behavior and a touch-optimized drawing experience. Krita also provides a brush engine with stabilizers and layered raster editing, but its workflows emphasize illustrator-grade brush dynamics rather than sketch-to-share simplicity.
What tradeoff appears when using Canva or MediBang Paint for asset-driven community workflows?
MediBang Paint includes cloud sharing of brushes and materials that supports community-driven asset reuse during recurring illustration work. Canva provides brand kits that lock typography and colors across designs, but it trades deep illustrator brush control for faster template-driven layout production.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Graphic Design Art Software

We see the biggest differences in how each tool handles your day-to-day creation and handoff: whether files stay editable across steps, how well the app organizes complex artwork, and how reliably exports match what collaborators need. Check these areas first because they determine rework, not just output quality.

Round-trip editable exports

Why it matters

For graphic design art software, Round-trip editable exports matters when you move work between teammates or workflows. You want edits to survive handoffs without turning into flattened, hard-to-edit artifacts.

How to check

Ask for a sample workflow: create a small multi-object composition, export, then re-import it. Confirm you can select, adjust, and re-position the same elements without major rebuild.

Project organization for complex files

Why it matters

In graphic design art software, project organization for complex files keeps big projects usable as layers, groups, and styles grow. Better structure reduces the time spent hunting for the right element during revisions.

How to check

Open an example file with many components. Try locating an object, changing its styling, and undoing safely; watch how quickly you find and target parts during the session.

Export controls for delivery targets

Why it matters

Export control is where graphic design art software either supports or breaks real-world delivery. If outputs don’t stay consistent across sizes or placements, you end up doing last-minute fixes.

How to check

Export the same artwork to at least two delivery targets (for example, a screen size and a print-oriented format). Then check alignment, scaling, and edge artifacts by opening exports side-by-side in an external viewer.

Performance on high-complexity artwork

Why it matters

Performance on high-complexity artwork affects whether iteration stays smooth as the composition grows. Slow redraw and lag can turn routine tweaks into long sessions.

How to check

During the demo, test interaction on a dense sample: zoom, pan, change visibility, and apply a common edit (like moving a group). Note how the interface responds when you repeat the same action a few times.

Reusable styles and asset management

Why it matters

Reusable styles and asset management helps graphic design art software keep a consistent look across multiple pieces. When you reuse assets cleanly, you reduce inconsistency and duplicated effort.

How to check

Create two related designs and reuse a shared element or styling approach from the first. Verify whether updating the source updates the second as expected, without breaking other parts.

Red flags

  • Re-imported files become flattened or hard to edit
  • Complex projects feel slow during basic zoom and move actions
  • Exports show mismatched scaling or unexpected edge artifacts

Fit by situation

  • If you regularly hand files to others for edits, prioritize Round-trip editable exports.
  • If your work involves many components and repeated revisions, prioritize Project organization for complex files.
  • If you deliver to multiple target formats in one workflow, prioritize Export controls for delivery targets.
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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FOR SOFTWARE VENDORS

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