Commissioned Research
Top 10 Best Knitting Design Software of 2026

GITNUXSOFTWARE REVIEW

Art & Design

Top 10 Best Knitting Design Software of 2026

This roundup compares knitting design software tools, including Browzwear VStitcher, for makers choosing patterns, sizing, and workflow options.

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

Knitters, pattern editors, and industrial product teams use knitting design software to convert stitch concepts into repeatable chart data and, in many cases, garment development assets that feed production workflows. This comparison helps evaluators weigh chart-first tools, CAD and simulation pipelines, and pattern management features against each tool’s data model and integration boundaries.

Browzwear VStitcher is the best choice for design teams revising charted knitting with fit review, because its virtual garment visualization updates from your knitted construction and stitch decisions, while Stitchly is a strong fit for chart-first makers since its chart-to-text conversion keeps written instructions tightly aligned to the stitch plan.

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

Browzwear VStitcher

Virtual garment visualization that updates from knitted construction and stitch decisions for fit review.

Best for: Fits when design teams need charted knitting patterns with visualization and construction logic for repeated garment revisions.

2

Stitchly

Editor pick

Chart-to-text conversion produces written instructions directly from the charted stitch plan, minimizing manual translation between symbols and wording.

Best for: Fits when chart-first knitting designers need repeat-safe instruction export with shaping support.

3

Stitch Fiddle

Editor pick

Repeat tiling plus chart-to-text conversion keeps instruction numbering aligned as motifs change.

Best for: Fits when chart-first knitters need repeat-aware conversion into written instructions and tidy SVG output.

Comparison Table

1
enterprise
9.3/10
Overall
2
8.9/10
Overall
3
vertical specialist
8.7/10
Overall
4
vertical specialist
8.3/10
Overall
5
vertical specialist
8.1/10
Overall
6
vertical specialist
7.8/10
Overall
7
7.4/10
Overall
8
vertical specialist
7.2/10
Overall
9
SMB
6.8/10
Overall
10
vertical specialist
6.6/10
Overall
#1

Browzwear VStitcher

enterprise

3D apparel design software used for virtual garment creation, including knitwear product development workflows.

9.3/10
Overall
Features9.0/10
Ease of Use9.5/10
Value9.5/10
Standout feature

Virtual garment visualization that updates from knitted construction and stitch decisions for fit review.

Design work in Browzwear VStitcher is centered on building knitted garments as structured charts and stitch instructions, then checking how those decisions read on a virtual body. The workflow is strong for projects that require repeating motif logic, clear stitch notation, and consistent shaping across pieces. Export output is aimed at pattern production needs, with options to move from design views to written and chart-based deliverables. Real-time garment visualization helps teams review sleeve, yoke, and overall silhouette while changes still carry through to other pattern elements.

A key tradeoff is the learning curve that comes from aligning chart editing with garment visualization and construction logic. Browzwear VStitcher fits situations where a design team repeatedly revises fit and construction across multiple sizes, not one-off experimentation. It can also slow down early ideation because decisions often need to be expressed in the software’s construction model before visualization reflects them accurately.

Pros
  • +Garment visualization ties pattern edits to wearable silhouette checks
  • +Shaping and construction calculators reduce manual proportional errors
  • +Chart-driven stitch creation supports consistent instruction output
  • +Repeatable construction logic helps manage multi-piece garments
Cons
  • –Workflow requires setup discipline between chart edits and garment assembly
  • –Early sketch-to-pattern iteration can feel slower than sketch-first tools
Use scenarios
  • Knit design studios

    Revise fit while editing charts

    Fewer revision cycles

  • Pattern makers

    Generate multi-piece instructions

    More consistent patterns

Show 1 more scenario
  • Garment prototyping teams

    Validate garment proportions early

    Earlier issue detection

    Spot sleeve and yoke proportion issues on a virtual model during design changes.

Best for: Fits when design teams need charted knitting patterns with visualization and construction logic for repeated garment revisions.

#2

Stitchly

SMB

Stitchly is a knitting and crochet pattern design app with chart creation and motif editing tools.

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

Chart-to-text conversion produces written instructions directly from the charted stitch plan, minimizing manual translation between symbols and wording.

Stitchly is strongest when a design workflow starts from a knit grid canvas and a stitch symbol notation plan, then needs conversion into written instruction export. Chart-to-text conversion is paired with shaping calculators that help translate repeat math into sleeve and yoke instruction blocks. This combination fits designers who iterate on charts and want the instruction text to track those changes without manual rewrites.

A key tradeoff is that advanced pattern publishing still depends on cleaning up notation style and section labeling after export, especially for complex increases and decreases. Stitchly works best when a single pattern draft stays chart-driven, and when the project scope fits within the tool’s built chart and shaping workflow rather than a fully custom markup pipeline.

Pros
  • +Chart-to-text generation keeps written instructions aligned to the stitch plan
  • +Repeat handling supports consistent motif tiling across multi-section designs
  • +Export output targets print workflows with readable, structured pages
  • +Shaping calculators reduce arithmetic errors in sleeve and yoke sections
Cons
  • –Post-export cleanup is often needed for dense symbol legends
  • –Deep customization beyond the chart and shaping workflow takes extra manual edits
Use scenarios
  • Indie knit pattern designers

    Turn new charts into publishable instructions

    Faster pattern authoring cycles

  • Lace and colorwork creators

    Manage repeat-heavy motif sections

    Fewer repeat mismatch issues

Show 1 more scenario
  • Sweater pattern makers

    Create sleeves and yokes with calculators

    Reduced increase-decrease errors

    Use shaping calculators to generate sleeve cap and yoke instruction steps that match the charted structure.

Best for: Fits when chart-first knitting designers need repeat-safe instruction export with shaping support.

#3

Stitch Fiddle

vertical specialist

Browser-based charting software for knitting, crochet, cross stitch, and other stitch patterns.

8.7/10
Overall
Features8.7/10
Ease of Use8.6/10
Value8.8/10
Standout feature

Repeat tiling plus chart-to-text conversion keeps instruction numbering aligned as motifs change.

Stitch Fiddle is a knitting design software focused on turning drawn stitch charts into editable, printable pattern material. It supports a charting workflow that includes repeat handling, symbol-based notation, and export paths for sharing charts and written instructions.

The tool’s core value comes from iterative chart editing with consistent row labeling and legible output. Automation shows up through repeat tiling and chart-to-text conversion so changes in the chart propagate through the instruction layer.

Pros
  • +Repeat tiling keeps symmetric motifs consistent across large chart areas
  • +Chart-to-text conversion reduces manual transcription from symbols to instructions
  • +SVG chart export supports clean placement in layout tools and print workflows
  • +Ruler alignment and grid snapping help maintain chart geometry during edits
Cons
  • –Gauge calculator and grading tools are limited compared with worksheet-style design apps
  • –Complex shaping requires more manual symbol planning than calculator-driven workflows
  • –Instruction export formatting takes multiple passes to match house style
  • –Library organization needs discipline for multi-pattern projects
Use scenarios
  • Knitting pattern designers

    Create charted knitting with repeat text

    Structured chart and instructions

  • Crochet pattern designers

    Draft crochet charts with synced notation

    Chart-based crochet pattern

Show 2 more scenarios
  • Beadwork designers

    Plan bead layouts with repeat transforms

    Printable bead chart

    Design planar bead patterns on indexed grids with color assignments and repeat transformations for checking layout.

  • Cross-stitch designers

    Convert designs into editable symbol charts

    Editable chart with legend

    Turn source images or custom concepts into editable symbol charts with color sets and legends.

Best for: Fits when chart-first knitters need repeat-aware conversion into written instructions and tidy SVG output.

#4

EnvisioKnit Design Studio

vertical specialist

Desktop software for creating knitting charts and patterns.

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

Written instruction export derives text directly from the edited knit grid, not from a separate annotation pass.

EnvisioKnit Design Studio is built around a chart-first workflow where symbols and grid placement drive later outputs. Motif repeat tiling helps teams keep row and motif structure consistent when expanding a design across sizes or repeats. The written instruction export reduces manual transcription when charted knitting directions must match the graphic grid.

Pros
  • +Chart-to-output workflow keeps symbols aligned with written instructions
  • +Motif repeat tiling supports consistent repeat expansion across variants
  • +SVG chart export supports design reuse in external layout tools
  • +Knit grid canvas makes motif edits visually traceable
Cons
  • –Complex shaping often needs manual chart adjustments
  • –Automation for grading or variation management feels limited for large size ranges
Use scenarios
  • Independent pattern designers

    Turn repeat charts into print-ready text

    Less transcription time

  • Small knitting studios

    Maintain motif consistency across sizes

    Fewer repeat mistakes

Show 1 more scenario
  • Design teams producing collections

    Reuse charts across marketing layouts

    Faster asset preparation

    Uses SVG chart export to place consistent chart art in external tools.

Best for: Fits when chart-driven studios need consistent repeat behavior and reliable instruction export.

#5

Stitchmastery

vertical specialist

Desktop software for creating, editing, and publishing hand and machine knitting charts and patterns.

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

Chart-to-text conversion that preserves repeat structure when generating written instructions from the chart.

Stitchmastery pairs a browser-based design workflow with pattern-generation tools built around knit chart production. The charting module supports stitch symbol notation and repeat-driven chart construction, with export paths into common document formats.

Pros
  • +Chart-to-text conversion reduces manual transcription for repeat sections
  • +Stitch symbol notation editing supports consistent legend-driven chart output
  • +Repeat delineation controls keep motif rows and columns aligned
  • +SVG chart export supports predictable vector editing in layout tools
Cons
  • –Advanced shaping workflows require careful parameter entry
  • –Written instruction export can need cleanup for niche formatting styles
Use scenarios
  • Independent pattern designers

    Turn knit charts into instructions

    Consistent chart-to-text output

  • Knitwear pattern producers

    Export charts for pattern layout

    Ready-to-print pattern assets

Show 1 more scenario
  • Repeat-focused designers

    Use repeat structure for chart output

    Repeatable design workflow

    Build repeat-based charts so chart edits drive repeatable outputs rather than manual rework across pages.

Best for: Fits when chart-first knitters need repeat-accurate outputs with exports for pattern layouts.

#6

KnitBird

vertical specialist

Chart design software focused on knitting patterns with symbol editing, repeats, and export tools.

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

Repeat-aware charting that preserves motif delineation through edits and then carries that structure into instruction export.

KnitBird turns sketches and typed parameters into knitting charts and pattern-ready instructions, with a workflow focused on repeatable motif logic. The core capabilities center on charting, editing stitch symbol notation, and exporting pattern artifacts in common publishing formats like PDF.

Pros
  • +Charting workflow keeps motif repeat structure consistent across edits
  • +Export pipeline supports PDF-ready patterns with chart fidelity
  • +Shaping calculators reduce arithmetic for yoke and sleeve-cap planning
  • +Stitch symbol notation editing supports clearer chart maintenance
Cons
  • –Complex instruction formatting takes manual cleanup after export
  • –Automation coverage is lighter for multi-block pattern grading
  • –Bulk chart modifications require more steps than direct grid editing
  • –Interoperability with external design tooling is limited
Use scenarios
  • Individual knitters

    Track row progress inside a project

    Fewer recounting errors

  • Knitwear designers

    Plan shaped garments with chart links

    Organized garment plan

Show 2 more scenarios
  • Small pattern teams

    Review revisions before exporting

    Fewer overwritten drafts

    Inspect changes using row tracking, annotations, and reusable assets to prevent missed rows.

  • Crochet motif designers

    Create reusable crochet and overlay charts

    Reusable visual charts

    Use reusable symbols and layered chart drafting for flat-work, in-the-round, and overlay-style motifs.

Best for: Fits when repeat-based charts and garment shaping calculators drive most knitting pattern work.

#7

NedGraphics Knitwear CAD

enterprise

Industrial knitwear design software for stitch simulation, garment development, and production workflow.

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

Garment calculators that parameterize shaping and then propagate into chart row logic for consistent pattern outputs.

NedGraphics Knitwear CAD converts garment construction inputs into editable knitting charts and written pattern outputs using a knitwear-focused workflow. The tool covers sizing math for shaping parts and supports chart generation geared to knitting notation and production-ready pattern layout.

Pros
  • +Garment part calculators feed chart structure for sleeves and yokes
  • +Written instruction export stays aligned with the underlying chart rows
  • +Symbol set and notation workflow supports chart reading for knit production
  • +Repeat tiling works well for repeat-based motifs and patterned panels
Cons
  • –Chart editing workflow can feel slow for frequent custom markup changes
  • –Advanced customization depends on mastering CAD settings and parameter conventions
  • –Extensibility and API surface are not marketed in a developer-friendly way
  • –Integration options with third-party design and PLM tools appear limited
Use scenarios
  • Knitwear pattern designers

    Generate charts from construction inputs

    Editable charts and text

  • Sweater spec developers

    Calculate recurring sections into charts

    Repeatable section calculations

Show 1 more scenario
  • Production-oriented pattern teams

    Share printable and machine-ready files

    Exportable pattern deliverables

    Export patterns as printable documents and machine-readable files for workflows that require external handling.

Best for: Fits when knitwear studios need CAD-assisted construction math that outputs charted and printable patterns.

#8

KnitCompanion

vertical specialist

Pattern management app with interactive tools for tracking rows, repeats, and chart progress during knitting.

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

Chart-to-text conversion that stays synchronized with knitting step context during editing, not only at final export.

KnitCompanion is a desktop knitting design tool focused on turning charts into on-the-needle guidance while tracking row context. It provides a pattern workspace for editing stitch instructions, working with repeat delineation, and producing written instruction export.

Pros
  • +Row-focused guidance keeps charts and instructions aligned during knitting
  • +Repeat delineation tooling reduces manual recomputation of instruction steps
  • +Written instruction export supports practical printing workflows
  • +Chart editing workflow supports iterative motif changes without full rebuild
Cons
  • –Gauge calculator support depends on importing correct swatch data
  • –Chart-to-text conversion can need cleanup for complex stitch language
Use scenarios
  • Independent knitting pattern designers

    Revise charts and keep instructions aligned

    Aligned edits across outputs

  • Knitters working lace sections

    Use chart-led guidance during stitching

    Stable chart context

Show 2 more scenarios
  • Knit-along instructors

    Coordinate progress across a group

    Coordinated group progress

    Provide shared progression cues so knit-along participants follow the same stages while working together.

  • Knitters tackling multi-section garments

    Follow long instructions with live row context

    More consistent progress

    Use live row guidance with charts and shaping steps to manage multi-section sweaters and hats.

Best for: Fits when knitters want chart-led design with row-by-row guidance and predictable exports for printing.

#9

CLO

SMB

3D fashion design software that supports virtual knitwear development and fit visualization.

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

Physics-driven 3D drape tied to editable pattern pieces enables iterative garment fit checks before writing final instructions.

CLO3D turns knitted and crocheted garments into interactive 3D simulations with editable pattern pieces and physics-based drape. The workflow connects garment fit iteration to construction details like seams, style lines, and sizing targets so design changes propagate back into the pattern work.

Pros
  • +3D garment simulation updates with pattern changes for fast fit iteration
  • +Detailed fabric appearance controls for more realistic knit and drape previews
  • +Pattern piece layout stays linked to the 3D model during adjustments
  • +Export workflow supports chart and pattern artifacts for handoff
Cons
  • –Stitch-level pattern authoring is limited compared with dedicated knitting pattern tools
  • –Advanced simulation settings require repeated setup to get consistent results
Use scenarios
  • Accessory and packaging designers

    Visualize flexible product concepts in 3D

    More realistic 3D presentation

  • Fashion designers

    Compare drape behavior for materials

    Material decisions supported digitally

Show 2 more scenarios
  • Apparel brands

    Prototype garment revisions without sampling

    More concepts reviewed pre-sampling

    Create and revise garment shapes in 3D while keeping editable construction patterns for review before physical samples.

  • Garment production teams

    Inspect construction intent in simulation

    Handoff-ready construction inspection

    Review piece and construction details with visual simulation and exportable chart assets before design handoff.

Best for: Fits when knit design teams need tight pattern-to-fit iteration with production-ready exports and visual reviews.

#10

DesignAKnit

vertical specialist

Professional knitting design software for creating stitch patterns, garment shaping, and interactive knitting machine integration.

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

DAK file compatibility supports reusing chart and pattern assets across drafting sessions.

DesignAKnit is a knitting design application from softbyte.co.uk that focuses on turning stitch-chart thinking into repeatable patterns. Core capabilities include chart construction for knitted motifs, export to written pattern formats, and file-based compatibility for reusing chart and pattern assets.

Pros
  • +Chart-first drafting keeps motif structure visible during edits
  • +Export workflows support written pattern output for handoff
  • +Project files help retain repeat definitions across revisions
  • +Symbol-based chart editing supports stitch-level precision
Cons
  • –Automation surface for batch pattern generation is limited
  • –External integration options for other design tools are thin
  • –Gauge-related tooling and pattern-level calculations are not extensive
  • –Advanced instruction formatting needs manual cleanup
Use scenarios
  • Pattern designers and testers

    Hand off coordinated charts and instructions

    Review and feedback alignment

  • Machine knitters

    Check programmed structure before running

    Earlier structure issue detection

Show 2 more scenarios
  • Technical knitwear developers

    Create machine-oriented programming files

    Machine-readable design files

    Translate stitch patterns and garment pieces into machine-ready instructions for programmed knitting workflows.

  • Knitwear designers and technical developers

    Iterate shaped designs with linked drafting

    Connected revisions of garment design

    Adjust measurements, shaping, repeats, and construction details inside the knit-focused drafting workflow.

Best for: Fits when solo knit designers draft charts and export written instructions without heavy automation needs.

Conclusion

After evaluating 10 knitting design software, Browzwear VStitcher 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
Browzwear VStitcher

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 Knitting Design Software

How do Stitchly and EnvisioKnit Design Studio convert charts into written instructions without losing repeat alignment?
Stitchly turns the charted stitch plan into written instructions through chart-to-text conversion that maps wording to the chart structure. EnvisioKnit Design Studio generates written instruction export directly from the edited knit grid, so changes in the knit grid carry into the output without a separate annotation pass.
Which tool best supports virtual fit review loops for knitting patterns, and how does it handle pattern changes?
Browzwear VStitcher supports virtual garment visualization tied to the design’s construction logic, so fit and proportion checks happen before publishing. Its updated visualization reflects stitch decisions and construction edits that also feed the pattern export workflow.
When a design requires repeat tiling for motifs, how do Stitch Fiddle and KnitBird differ in repeat behavior controls?
Stitch Fiddle uses repeat tiling plus chart-to-text conversion so motif edits keep instruction numbering aligned to the updated chart structure. KnitBird focuses on repeat-aware charting that preserves motif delineation through edits and then carries that structure into its instruction export.
What breaks when chart-to-text conversion does not preserve row context, and which tools address that gap?
When row context is not preserved, instructions can drift from the charted step sequence, forcing manual correction of row labels and step order. KnitCompanion addresses this by keeping row-by-row reference synchronized with the same design source during editing and output, rather than only at final export.
How does CLO3D connect pattern work to visual checks that go beyond flat charts?
CLO3D runs physics-driven 3D simulation on editable pattern pieces, so changes to seams, style lines, and sizing targets propagate into the drape model. It also includes a stitch and fabric appearance pipeline for visual checks that are not limited to flat pattern graphics.
Which tool is better suited for parameterized garment shaping math that drives chart structure, and why?
NedGraphics Knitwear CAD fits teams that want garment construction inputs to parameterize shaping while propagating into chart row logic for consistent pattern outputs. Its recurring section automation feeds calculations directly into chart structure, which reduces the need to redo chart planning after math changes.
How do integrations and file-based exchanges differ between DesignAKnit and tools that emphasize collaborative publishing workflows?
DesignAKnit centers file-based reuse with DAK file compatibility so chart and pattern assets move across drafting sessions. It has narrower integration depth and automation options than tools that target collaborative publishing and external toolchains, so teams relying on multi-tool automation may need additional routing outside the editor.
Which knitting design tool is most appropriate when the workflow starts from typed parameters and sketch inputs?
KnitBird is designed to turn sketches and typed parameters into knitting charts and pattern-ready instructions. Its pipeline keeps repeat delineation and then outputs publishing-ready artifacts like PDF in a single chart-to-instruction flow.
How should admin controls, RBAC, and audit logging be evaluated across knitting design environments using Browzwear VStitcher versus Stitchly?
Browzwear VStitcher fits environments that need design and model collaboration to support repeated garment revisions, which typically requires tighter access governance around shared assets. Stitchly focuses on individual chart-first authoring and repeat-safe export, so access control and audit logging expectations should be validated against the deployment model used by the team.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Knitting Design Software

We separate knitting design software by what it can reliably produce and reuse: patterns, stitch/graph assets, and color planning must carry through the workflow. The biggest gaps show up in stitch/graph fidelity, export formats, and how well automation works with your own templates.

Stitch and chart fidelity

Why it matters

This criterion determines whether what you draw or enter on screen matches what you hand to makers. Stitch and chart fidelity matters when you rely on repeat-accurate instructions and consistent symbols.

How to check

Open a demo pattern that uses cables, lace, or colorwork graphs, then zoom in and compare chart symbols to the written directions (if both exist). Change one structural element (like a repeat start) and verify that chart and instructions update the same way.

Pattern import/export interoperability

Why it matters

Pattern files are only useful if they move between tools and collaborators without losing structure. Export interoperability matters most for knitting charts, written directions, and associated assets.

How to check

Export a small project from the demo and immediately re-import it into the same tool; confirm rows, repeats, and color steps remain correct. If the tool offers multiple export options, check whether the chart remains labeled and aligned in each output.

Reusable stitch and chart libraries

Why it matters

A reusable library reduces retyping and keeps your studio consistent over time. This matters because knitting design work depends on repeated motifs and standardized chart styles.

How to check

Look for the ability to create a custom stitch or chart block, save it into a library, and place it into a new design. Test whether edits to the library item update existing designs or require manual replacement.

Colorwork planning and visualization

Why it matters

Colorwork designs fail when the planned sequence and the displayed chart disagree. Colorwork planning matters for both Fair Isle-style grids and multi-step intarsia-style layouts (where supported).

How to check

Use the demo’s colorwork feature to assign colors to a chart, then verify the legend/keys match the chart cells. Export the chart and check that the color order in the chart still matches any written or step-by-step output.

Automation and template-driven workflows

Why it matters

Automation and templates decide how quickly you can stamp out variations without breaking the logic of repeats and shaping. For studios, this is where throughput and consistency show up without manual patching.

How to check

Ask the demo to generate an alternate size or variant from a template, or to apply a naming/formatting rule across a project. Then inspect whether the generated pattern keeps chart structure and instruction numbering consistent.

Red flags

  • Charts display clearly, but exported charts lose labels or repeat alignment.
  • You can edit a stitch asset, yet existing designs do not reflect changes.
  • Color sequences look right in the editor but mismatch in exported instructions.

Fit by situation

  • If you routinely convert between chart and written instructions, prioritize stitch and chart fidelity.
  • If you collaborate with others who will open your files in other tools, prioritize pattern import/export interoperability.
  • If you produce many variants from one motif set, prioritize reusable stitch and chart libraries.
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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