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Top 10 Best Knit Design Software of 2026

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Top 10 Best Knit Design Software of 2026

Editorial roundup comparing knit design software tools like NedGraphics Knit & Weave, AYAB, and Stitch Fiddle, with fit and tradeoffs for makers.

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

Knit design software matters when teams must translate stitch charts into production-ready pattern logic, manage repeat and colorway data, and generate machine files with consistent automation. This comparison helps analysts, operators, and technical evaluators weigh charting and garment-shaping capability against machine workflow integration, including file preparation, export structure, and operational control requirements.

NedGraphics Knit & Weave is the best overall choice for chart-driven knitters who need quick iteration because its repeat-aware motif placement stays stable through edits, while AYAB fits designers publishing charts via SVG and PDF since its symbol-driven charts carry through export without losing logic.

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

NedGraphics Knit & Weave

Chart grid drafting with repeat-aware motif placement that stays stable through edits.

Best for: Fits when chart-driven knitting projects need fast iteration and consistent handoff outputs.

2

AYAB

Editor pick

Chart edits remain symbol-driven through export, using SVG chart export for precise downstream refinement.

Best for: Fits when chart-first knit designers need consistent SVG and PDF exports for publishing workflows.

3

Stitch Fiddle

Editor pick

Stitch symbol editor links custom notation directly to chart cells for consistent chart behavior across revisions.

Best for: Fits when repeat-heavy chart patterns need consistent notation and dependable publishable exports.

Comparison Table

1
enterprise
9.5/10
Overall
2
vertical specialist
8.7/10
Overall
3
vertical specialist
8.6/10
Overall
4
vertical specialist
8.5/10
Overall
5
enterprise
8.1/10
Overall
6
vertical specialist
7.8/10
Overall
7
vertical specialist
7.5/10
Overall
8
vertical specialist
7.3/10
Overall
9
vertical specialist
6.8/10
Overall
10
6.7/10
Overall
#1

NedGraphics Knit & Weave

enterprise

Textile CAD software for knit and weave pattern design, colorways, and technical development.

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

Chart grid drafting with repeat-aware motif placement that stays stable through edits.

NedGraphics Knit & Weave is geared toward chart-driven knit design where stitch plans and construction shaping get represented as structured chart data. The workflow supports creating and revising motifs, then producing chart outputs suitable for sharing with pattern teams. The editor focuses on keeping grid alignment consistent across revisions so chart exports stay stable.

A tradeoff appears in the integration side since the software is stronger at design-authoring exports than at deep automation with external systems. It fits well when a designer needs to iterate chart logic quickly and then hand off finalized charts and pattern pages for production review.

Pros
  • +Chart-first editing keeps motif layout consistent across revisions
  • +Pattern outputs map cleanly from grid design into printable deliverables
  • +Repeat handling reduces manual rework when changing motif composition
  • +Symbol-based drafting supports readable charts for handoff
Cons
  • –External automation relies more on export workflows than APIs
  • –Advanced grading workflows can feel heavy for small one-off patterns
Use scenarios
  • Independent knit designers

    Iterate colorwork motifs quickly

    Fewer redraw errors

  • Small pattern studios

    Standardize symbol chart handoffs

    Cleaner review cycles

Show 1 more scenario
  • Tech designers

    Convert drafts into pattern pages

    Faster pattern publishing

    Tech designers can translate grid plans into deliverables for production and testing teams.

Best for: Fits when chart-driven knitting projects need fast iteration and consistent handoff outputs.

#2

AYAB

vertical specialist

Open knitting machine control software and hardware project for selected vintage machines.

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

Chart edits remain symbol-driven through export, using SVG chart export for precise downstream refinement.

AYAB builds and edits knit designs with interactive charting, stitch-symbol notation, and pattern layout support. The workflow centers on configuring symbols, rows, and repeats so designs can render into print-ready outputs like PDF chart pages.

AYAB also supports SVG chart export for downstream editing and works with yarn and gauge assumptions to drive sizing artifacts across a pattern run. Compared with other knit design tools in the top set, AYAB’s differentiation is its tight focus on chart-first authoring that carries through to exports without forcing a separate design-to-print pass.

Pros
  • +Chart-first editing keeps symbol logic attached to the final render
  • +SVG chart export supports external layout tools for print workflows
  • +Pattern output generation covers both chart pages and schematic-style layouts
  • +Repeat and motif tessellation controls scale Fair Isle and lace layouts
Cons
  • –Automation surface for batch chart export is limited compared with higher automation tools
  • –Some sizing changes require re-running multiple measurement views to stay consistent
  • –Gauge calculation handling depends on careful swatch input discipline
  • –Advanced machine-specific parameterization needs manual mapping steps
Use scenarios
  • Knit pattern designers

    Revise chart rows during updates

    Fewer revision mistakes

  • Garment design teams

    Plan shaping tied to chart rows

    More organized garment plan

Show 2 more scenarios
  • Lace and cable designers

    Draft stitch-by-stitch motif charts

    Structured repeat charts

    Build structured charts with symbols, repeats, and readable row information.

  • Crochet graph designers

    Create grid-based overlay charts

    Reusable visual charts

    Use reusable symbols and layered chart drafting for flat-work or overlay-style designs.

Best for: Fits when chart-first knit designers need consistent SVG and PDF exports for publishing workflows.

#3

Stitch Fiddle

vertical specialist

Browser-based charting software for knitting, crochet, cross stitch, and other stitch pattern design work.

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

Stitch symbol editor links custom notation directly to chart cells for consistent chart behavior across revisions.

Stitch Fiddle is a fit for chart-driven design work where the primary artifact is a row-based chart that can be carried into written layouts. The tool provides a stitch symbol editor and chart grid publishing workflow that keeps notation consistent across updates. It includes a workflow for repeatable motif structure so Fair Isle-style patterns stay maintainable when the chart changes.

A tradeoff appears in the breadth of automation around full pattern engineering, since complex grading and production-scale sizing logic depends more on chart discipline than fully automated garment assembly. Stitch Fiddle is a strong match for designers who iterate colorwork and lace charts frequently and need dependable chart outputs for testing cycles.

Pros
  • +Chart-first workflow with symbol editing tightly connected to output
  • +Motif and repeat structure reduces manual rework during chart edits
  • +Export-oriented design supports repeatable test-knit chart publishing
  • +Row-based edits keep notation consistent across chart variants
Cons
  • –Limited end-to-end garment automation compared with dedicated pattern generators
  • –Shape planning requires more manual chart management on large projects
  • –Deep machine integration support is not the primary design focus
  • –Export customization can feel constrained for highly specialized layouts
Use scenarios
  • Knit designers

    Iterating colorwork charts

    Faster chart revision cycles

  • Test knit coordinators

    Distributing chart versions

    Lower reprint and fix work

Show 1 more scenario
  • Sweater pattern authors

    Planning repeat structure

    Cleaner repeat consistency

    Maintain repeat logic for yoke or panel charts while keeping notation aligned across edits.

Best for: Fits when repeat-heavy chart patterns need consistent notation and dependable publishable exports.

#4

Kniterate Design App

vertical specialist

Digital knitting design software for preparing files and workflows for the Kniterate machine.

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

Built-in chart workflow that ties motif repeats to shaping so exports stay aligned during edits.

Kniterate Design App is a knit pattern design tool built around generating machine-ready work from charted and structured design inputs. It focuses on chart-driven workflows, with pattern layout and export intended for repeatable production use rather than one-off drafting.

Pros
  • +Chart-centric workflow that keeps motif structure consistent across revisions
  • +Shaping logic supports practical garment construction elements
  • +Export outputs are organized around production review and printing
  • +Repeat and row structure stay trackable during iteration
Cons
  • –Advanced notation editing for niche stitch symbols can feel limiting
  • –Larger designs require more careful setup to avoid chart misalignment
  • –Written instruction generation depends on structured inputs that must be correct
  • –Integration automation is less visible than in API-first tooling
Use scenarios
  • Knit pattern designers

    Draft repeatable charts with shaping

    More consistent outputs

  • Technical developers

    Manage revisions by motif structure

    Lower revision drift

Show 1 more scenario
  • Garment pattern authors

    Export print-ready layout iterations

    Faster pattern publishing

    Generate chart and printable pattern deliverables that support iterative drafting cycles.

Best for: Fits when chart-based knitting designers need repeatable exports for consistent garment iterations.

#5

Stoll M1plus

enterprise

Industrial flat knitting software for pattern creation, machine programming, and production control.

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

Machine-oriented construction logic that carries design intent through to machine execution files.

Stoll M1plus centers on knit pattern creation that maps cleanly to how Stoll machines execute stitches, settings, and part construction. Designers can draft charts and symbols, define garment shaping, and generate machine-ready outputs for production workflows. The tight focus reduces translation steps between design intent and the machine execution layer.

Pros
  • +Machine-aligned pattern outputs reduce design-to-production translation work.
  • +Shaping definitions stay tied to how parts are constructed.
  • +Symbol and chart authoring supports revisioning across garment variants.
  • +Workflow fits teams using Stoll machinery for production runs.
Cons
  • –Non-Stoll publishing workflows may require extra export and rework.
  • –Advanced shaping and machine settings take training to use efficiently.
Use scenarios
  • Garment designers and technicians

    Draft shaped garments for Stoll production

    Fewer rework cycles per revision

  • Pattern development teams

    Iterate sizing and style variations

    Faster approvals across sizes

Show 1 more scenario
  • Production planners

    Standardize machine-ready pattern files

    More predictable production throughput

    Machine-aligned outputs support consistent downstream handling for scheduled production runs.

Best for: Fits when Stoll machine production needs repeatable pattern logic with fewer handoffs.

#6

KnitBird

vertical specialist

Knitting chart software for drawing symbols, repeats, and export-ready pattern charts.

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

Stitch symbol editor tied to chart grid structure, so updates propagate cleanly into exported chart layouts.

KnitBird targets knitters and pattern designers who want to draft charts and shape instructions in one workspace. It centers on a stitch-symbol workflow and chart output for knitting layouts, including grid-based charting and exportable pattern documents.

Pros
  • +Stitch symbol editor keeps chart notation consistent across revisions
  • +Chart grid export supports clear handoff to printing workflows
  • +Gauge-driven sizing connects drafting inputs to measurement charts
  • +Written instruction generation tracks row structure from the draft
Cons
  • –Yarn substitution database coverage feels narrower than specialist libraries
  • –Pattern grading depth for multi-size layouts is limited for complex curves
Use scenarios
  • Knit pattern designers

    Draft charts with row-by-row consistency

    Consistent chart structure

  • Sweater pattern creators

    Generate gauge-linked sizing guidance

    Clearer size planning

Show 1 more scenario
  • Design teams iterating often

    Revise charts without breaking structure

    Stable revisions

    Keep row-level structure stable while updating chart content and regenerating pattern documents.

Best for: Fits when designers need repeatable chart drafting with consistent exports and row-tracked instructions.

#7

Kniterator

vertical specialist

Web-based knitting pattern generator focused on custom sweater calculations and printable instructions.

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

Stitch symbol editor plus chart grid revision keeps cable and motif notation synchronized across SVG and PDF pattern exports.

Kniterator is a knit design software workflow focused on turning stitch-based construction into exportable charts and pattern artifacts. It supports chart-centric drafting for elements like cables and colorwork, with symbol handling intended for repeatable notation.

Pros
  • +Chart grid drafting keeps cable and motif notation aligned across exports
  • +SVG chart export supports clean layout for pattern workflows
  • +Text instruction generation stays coupled to the drafted chart structure
  • +Stitch symbol editor supports repeatable knit symbol notation
Cons
  • –Pattern grading needs careful manual parameter management for complex shape sets
  • –Automation coverage is narrower than design suites with broader API and integration tooling
Use scenarios
  • Cable chart designers

    Draft cable and colorwork charts

    Aligned chart grids

  • Repeat-focused pattern developers

    Propagate edits into chart exports

    Less manual rework

Show 1 more scenario
  • Pattern authors

    Generate instruction text from structure

    Fewer transcription errors

    Produce structured text instructions based on the drafted model and its row arrangement.

Best for: Fits when independent knit designers need chart-first drafting with consistent exports and repeatable symbol workflows.

#8

DesignaKnit

vertical specialist

DesignaKnit supports garment shaping, stitch design, machine knitting, and pattern generation.

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

DAK file format handling for knit-machine oriented workflows tied to charted design assets.

DesignaKnit is knit design software that focuses on chart-driven pattern creation and export workflows for knitting instruction. It supports digital stitch charting, shaping guidance inputs, and generation of pattern outputs into common publishing formats.

Pros
  • +Chart-first workflow supports repeatable motif layout and symbol consistency.
  • +Pattern export supports both PDF output and chart export needs for publishing.
  • +DAK file handling helps bridge designs into knit-machine oriented flows.
  • +Project reuse is practical for regenerating variants from shared design inputs.
Cons
  • –Advanced shaping grading needs more manual structuring than some rivals.
  • –Automation for mass variant generation is limited for bulk sizing batches.
Use scenarios
  • Knitwear designers

    Iterate shaped designs with repeats

    Connected shaping updates

  • Textile pattern teams

    Reuse motifs across collection variants

    More consistent collections

Show 2 more scenarios
  • Lace and stranded designers

    Maintain repeat placement accuracy

    Aligned repeat development

    Build repeated stitch designs while keeping row and placement consistent through revisions.

  • Machine knitters

    Validate programmed structures before running

    Earlier issue detection

    Review programmed structures with interactive previews and stitch-level settings before a machine run.

Best for: Fits when chart-led design work must move quickly into print-ready pattern exports.

#9

Patternshop

vertical specialist

Mac software for creating knitting and crochet charts with stitch symbols, repeats, and colorwork layouts.

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

Symbol-driven chart authoring for cables and lace keeps notation consistent from draft to export.

Patternshop focuses on translating drafted knitting ideas into publication-ready charts and written instructions with a workflow centered on pattern symbols and chart layout. The tool supports cable symbol notation, lace chart notation, and colorwork charting using an authoring canvas that is designed for keeping visual accuracy across rows.

Pros
  • +Chart-first editing reduces drift between draft structure and published visuals
  • +Cable and lace notation tools help standardize symbol intent across charts
  • +Written instruction export stays linked to the same chart source
  • +Colorwork charting supports repeat handling without rebuilding charts manually
Cons
  • –Grading depth and sizing automation are limited versus tools focused on mass sizing
  • –Design edits can be slow for large multi-page patterns with many chart variants
Use scenarios
  • Pattern layout specialists

    Publish accurate symbol-based charts

    More accurate row charts

  • Cable and lace designers

    Author cable and lace chart notation

    Readable knitting charts

Show 1 more scenario
  • Colorwork pattern writers

    Draft colorwork charts for publication

    Consistent colorwork layouts

    Build colorwork charts using the chart layout workflow and export them for reuse.

Best for: Fits when chart-heavy knit patterns need consistent symbols and reliable PDF-ready output.

#10

PCStitch Pro

SMB

Windows pattern design software that supports chart creation for needlecraft projects including knitting-style grid work.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

Stitch symbol editor and chart grid workflow keep knit notation consistent across design, revision, and export.

PCStitch Pro targets knit pattern charting and machine-ready workflows with chart-first editing and export outputs designed for knitting production. The software supports stitch symbol notation, chart grids, and multiple export targets for turning a design into printable pattern pages.

Pros
  • +Chart-first workflow keeps stitch symbols tied to row and column structure
  • +Export set supports printable charts and pattern documentation from the same source
  • +Size adaptation tools help reuse charts across multiple measurements
  • +Row tracking and counters support long multi-section builds
Cons
  • –Design operations can feel slower when managing many chart pages
  • –Machine-focused exports still require manual verification against target hardware
  • –Complex shaping workflows need careful setup to avoid chart drift
  • –Automation depth is limited for bulk generation without add-on scripting
Use scenarios
  • Counted-stitch designers

    Split large patterns into chart pages

    Manageable chart pages

  • Crochet graph designers

    Create filet or graphghan style charts

    Grid chart ready

Show 2 more scenarios
  • Cross-stitch and needlepoint designers

    Design counted motifs directly on grid

    Chart-ready motif

    Build motifs as charts from scratch by placing counted stitches on the grid workflow.

  • Knit chart authors

    Document repeat-heavy knitting charts

    Printable knitting charts

    Create knitting-style chart documentation with symbols, rows, columns, and printable layouts.

Best for: Fits when charting-centric knit pattern production needs repeatable exports and shaping reuse.

Conclusion

After evaluating 10 knit design software, NedGraphics Knit & Weave 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
NedGraphics Knit & Weave

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 Knit Design Software

How do KnitPro, iKnit, and DesignaKnit workflows differ when converting a chart into print-ready pattern pages?
DesignaKnit is built around chart-led pattern creation with an export pipeline that produces publishing outputs directly from the chart model. AYAB and Patternshop both drive chart-to-document output, but AYAB stays symbol-driven through export using SVG chart export for refinement, while Patternshop emphasizes cable and lace notation control on the authoring canvas. NedGraphics Knit & Weave focuses on translating design decisions into repeat-safe layout grids before handing off to printing workflows.
Which tool makes SVG chart export most practical for downstream editing without breaking symbol behavior?
AYAB is the clearest match because chart edits remain symbol-driven through export and its SVG chart export supports precise refinement in downstream editors. Kniterator also exports chart graphics to SVG and ties revisions back into the same chart grid so edits propagate consistently. Stitch Fiddle supports a stitch-symbol editor workflow that keeps custom notation aligned to chart cells across revisions.
When building a garment with repeat-heavy motifs, what breaks if shaping and motif structure are not tied to the same design source?
Kniterate Design App links motif repeats to shaping so exports stay aligned during edits, which avoids mismatches between charted motifs and garment shaping. Tools that separate charting from shaping can drift when row-structure changes after revisions, especially for raglan shaping or row-counter tracking workflows. KnitBird addresses this by tying its stitch symbol editor to the chart grid structure so instruction text generation stays consistent with the drafted rows.
How does Stoll M1plus handle design intent when moving from charting into machine production files?
Stoll M1plus carries pattern logic into Stoll machine production files, so garment parts authored with symbol and shaping logic map into machine-oriented execution rather than only static documentation. This reduces handoffs when machine constraints affect shaping decisions. Other chart-first tools like PCStitch Pro or NedGraphics Knit & Weave emphasize exportable pattern pages, which adds a translation step when production targets strict machine logic.
What data migration tasks most often cause broken repeats or incorrect grid placement when switching tools?
Switching chart data typically fails when the target tool cannot interpret the original stitch symbol mapping into its own chart grid structure. Patternshop can preserve cable and lace chart notation if the symbol system matches the canvas workflow, while Stitch Fiddle preserves custom notation by linking stitch symbols directly to chart cells. Kniterator mitigates migration issues by keeping revisions synchronized to the exported chart grid so the same design source remains authoritative.
How do tools compare for admin controls, RBAC, and audit logging in multi-designer studio environments?
DesignaKnit and NedGraphics Knit & Weave are typically used as design workstations rather than centralized collaborative systems with explicit RBAC and audit log features. AYAB and PCStitch Pro focus on chart modeling and export workflows, so studio governance often relies on external file access controls around project assets instead of in-app RBAC. The practical gap appears when multiple designers need provisioning and audit trails without duplicating the chart source.
What integration and API options exist if automation is needed for yardage math or file generation across a publishing pipeline?
Many knit design tools in this category rely on export workflows rather than open APIs, so automation usually centers on watching output artifacts like PDF chart export or SVG chart export. AYAB supports SVG chart export that can be fed into downstream steps for measurement chart sizing and publishing layout. PCStitch Pro provides export targets and chart utilities, which supports automation via filesystem-driven pipelines even when a formal API is not offered.
Where does cable and lace notation control fall short if the workflow is built only for basic stitch charts?
Patternshop is designed for cable symbol notation and lace chart notation using symbol-driven chart authoring, which keeps notation consistent from draft to export. Tools that treat cables and lace as generic chart cells can lose standard cable and lace semantics when chart cells are edited later. KnitBird improves this by linking the stitch symbol editor to the chart grid structure, but the depth of specific lace or cable notation handling depends on its symbol configuration workflow.
How does gauge-driven sizing differ between chart-first drafting tools and machine-oriented workflows?
NedGraphics Knit & Weave emphasizes repeat-safe layout grids built from charted design decisions, which supports consistent chart iteration before sizing artifacts are applied. AYAB and PCStitch Pro use chart-first models that generate sizing outputs tied to the design run, using gauge assumptions to drive pattern artifacts. Stoll M1plus differs because it focuses on carrying design logic into machine production files, where real gauge and machine constraints influence how shaping decisions map to execution.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Knit Design Software

We separate knit design tools by how they turn your charts and stitches into dependable pattern output, especially under real edits. Start with export formats and layout control, then verify how well the software automates the chores you do each time you revise.

Pattern export formats you can share

Why it matters

This affects whether your work stays usable after you leave the editor, without redoing formatting. If export formats match how you collaborate, revision cycles stay practical.

How to check

Create a short swatch-style or mini pattern, then export it in each offered format. Open the exported files and check that stitches, repeats, and page layout survive unchanged.

Chart and instructions layout control

Why it matters

This controls whether the output reads cleanly for knitting and tech review. Layout control matters because chart readability can break when you change stitch width or margins.

How to check

Load a sample chart, then adjust zoom, page margins, and font sizing if available. Export again and confirm that row/column alignment and symbols remain legible.

Stitch and chart editing workflow

Why it matters

This determines whether routine changes—like shifting a repeat or tweaking a row—stay quick and accurate. A good editing workflow reduces the chance of accidental mismatches.

How to check

On a demo file, edit a few rows and then undo/redo those changes. Ask to see how the app keeps numbering and symbol placement consistent after the edits.

Repeat and motif handling reliability

Why it matters

Repeat handling keeps your charts correct when you scale or rotate motif sections. If repeats drift, you get wrong counts even when the chart looks close.

How to check

Import or create a design that uses repeats, then change repeat size and regenerate the chart. Compare the counts and confirm the repeat boundary aligns on export.

Versioning for pattern revisions

Why it matters

Versioning protects you when experiments don’t work and you need to roll back cleanly. For knit design, edits often cascade, so safe restore matters.

How to check

Duplicate a project, make a visible change, and confirm you can revert or compare prior versions. Ask whether revisions preserve chart edits and output settings.

Red flags

  • Exports that look right on-screen but scramble alignment on paper
  • Edits that force retyping rows after small chart changes
  • Repeat changes that shift boundaries or counts unpredictably

Fit by situation

  • If you regularly share patterns with collaborators, prioritize Pattern export formats you can share.
  • If you revise charts week to week, prioritize Versioning for pattern revisions.
  • If your knitters rely on clear charts, prioritize Chart and instructions layout control.
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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