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Top 10 Best Writing Editing Software of 2026

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Top 10 Best Writing Editing Software of 2026

Ranked shortlist of writing editing software, including LivingWriter, Atticus, and Hemingway Editor, with tradeoffs for writers and editors.

27 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Gitnux editors write the brief first: the topic, the inclusion rules, and the frame for what belongs.

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

Writing editing software matters because it turns drafts into usable outputs by combining grammar and style guidance with formatting and export workflows. This ranked list helps writers, editors, and teams compare which tools fit a specific production path, such as prose polish versus manuscript-ready formatting, while keeping configuration and integration constraints in focus.

LivingWriter is the best editing choice for editorial teams that need revision tracking tied to exact passages because its inline reviews link comment threads and suggested edits to where they belong, while Typora fits solo or small teams writing in Markdown since one-pane live rendering keeps focus on line edits.

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

LivingWriter

Inline review experience that binds suggested edits and comment threads to exact text locations for revision tracking.

Best for: Fits when editorial teams need consistent revision passes with annotated feedback for ongoing documents.

2

Atticus

Editor pick

Configurable project workflow that links edit feedback to review-ready outputs across multiple revision passes.

Best for: Fits when teams need repeatable editing passes with automation and API hooks.

3

Hemingway Editor

Editor pick

Color-coded complexity highlights pair with a live readability score to guide each edit.

Best for: Fits when solo writers need fast line-editing feedback and readability-focused revision control.

Comparison Table

1
LivingWriterBest overall
vertical specialist
9.3/10
Overall
2
vertical specialist
8.7/10
Overall
3
vertical specialist
8.6/10
Overall
4
vertical specialist
8.4/10
Overall
5
vertical specialist
8.2/10
Overall
6
7.8/10
Overall
7
7.6/10
Overall
8
7.1/10
Overall
9
vertical specialist
6.8/10
Overall
10
vertical specialist
6.6/10
Overall
#1

LivingWriter

vertical specialist

LivingWriter provides cloud-based novel writing with chapter organization, templates, and story planning.

9.3/10
Overall
Features9.3/10
Ease of Use9.1/10
Value9.5/10
Standout feature

Inline review experience that binds suggested edits and comment threads to exact text locations for revision tracking.

LivingWriter is an editorial writing and editing tool focused on structured revision workflows instead of plain spellcheck. It supports line-level editing with tracked changes style review and lets editors manage comments, suggested edits, and document markup in one place.

The core value comes from repeatable passes that combine readability feedback with style guidance to speed up revision cycles. Collaboration and export workflows make it practical for manuscript compilation and handoff into formatting tools.

Pros
  • +Revision workflow keeps comment threads and edits attached to the right passages
  • +Readability and style feedback supports consistent revision passes
  • +Export-friendly markup helps move drafts into manuscript formatting pipelines
  • +Document review view supports efficient editor-client feedback loops
Cons
  • –Advanced governance controls like audit logs and RBAC are not a native focus
  • –Automation depth lags tools that offer wider API-driven integrations

Best for: Fits when editorial teams need consistent revision passes with annotated feedback for ongoing documents.

#2

Atticus

vertical specialist

Atticus combines book writing, manuscript formatting, editing, and ebook or print export.

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

Configurable project workflow that links edit feedback to review-ready outputs across multiple revision passes.

Atticus is a browser-based writing and editing workspace designed for structured drafting, not just markup suggestions. It combines grammar and clarity checks with revision support that keeps edits tied to the active document workflow.

The most distinctive element is its project-centered approach that treats writing as a configurable process with review-ready outputs. Integration depth shows up through its automation and API surface that can plug Atticus into manuscript and content pipelines.

Pros
  • +Project-based editing workflow keeps revisions organized across passes
  • +API supports automation around document processing and edit handling
  • +Clear, actionable feedback focuses on writing clarity and structure
  • +Export outputs fit common manuscript and publishing handoff needs
Cons
  • –Inline feedback can become dense during large document sweeps
  • –Automation setups require some engineering discipline to stay consistent
  • –Track-style workflows depend on external versioning for full history
  • –Citation and formatting coverage can lag specialized manuscript tools

Best for: Fits when teams need repeatable editing passes with automation and API hooks.

#3

Hemingway Editor

vertical specialist

A minimalist editor that highlights complex sentences, passive voice, and hard-to-read prose.

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

Color-coded complexity highlights pair with a live readability score to guide each edit.

Hemingway Editor runs entirely inside a focused writing workspace, with immediate inline feedback rather than long checklists. Readability scoring and color-coded highlights help writers find long, complex sentences, passive constructions, and overuse patterns during a revision pass.

A tradeoff is limited collaboration control and no built-in track changes or version history for shared editing. It fits best when a writer needs offline line editing feedback and fast formatting and export for review drafts.

Pros
  • +Readability scoring updates as text changes
  • +Inline highlights make specific edits easy to target
  • +Distraction-free view supports uninterrupted revision passes
  • +Export options help move drafts to other tools
Cons
  • –No track changes or acceptance rejection workflow built in
  • –Grammar coverage is narrower than full writing suites
Use scenarios
  • Solo authors

    Tighten lines before sending chapters

    Cleaner chapter drafts

  • Blog writers

    Rewrite posts for shorter sentences

    More scannable posts

Show 1 more scenario
  • Marketing teams

    Edit emails and landing copy drafts

    Clearer conversion copy

    Readability scoring guides trimming adverbs and simplifying phrasing.

Best for: Fits when solo writers need fast line-editing feedback and readability-focused revision control.

#4

Scrivener

vertical specialist

Scrivener combines long-form writing, research storage, outlining, and manuscript compilation.

8.4/10
Overall
Features8.4/10
Ease of Use8.5/10
Value8.3/10
Standout feature

Manuscript compile templates let a single project produce multiple formatted outputs from selected sections.

Scrivener is a manuscript-focused writing editor built around a project workspace for long-form work and revision passes. It stores drafts as a hierarchy of documents and folders, then compiles selected sections into formatted outputs with a configurable compile format workflow.

Pros
  • +Manuscript compile workflow turns project sections into consistent formatted output
  • +Document hierarchy supports chapter-level reordering without losing draft context
  • +Research and notes stay attached to the writing project for ongoing revision passes
  • +Distraction-free editing mode reduces UI friction during long drafting sessions
Cons
  • –Collaboration and track-changes workflows remain limited compared with editor-first tools
  • –Automated grammar and style enforcement tools are weaker than dedicated writing assistants
  • –Large projects can feel slower when compiling repeatedly across many formats
  • –API and automation hooks are minimal for external editing pipelines

Best for: Fits when long-form authors need offline manuscript organization and repeatable compile output.

#5

Ulysses

vertical specialist

Ulysses offers a distraction-free writing environment with Markdown, organization, and export tools.

8.2/10
Overall
Features8.2/10
Ease of Use8.3/10
Value8.1/10
Standout feature

Ulysses provides a drafting workspace built around collections and fast document navigation with offline-first editing.

Ulysses is a distraction-free Markdown editor that focuses on writing flow and fast organization through collections and folders. The editor supports live preview and multiple export targets for manuscript compilation, including DOCX and PDF, while preserving your draft structure.

Pros
  • +Distraction-free editing mode supports long writing sessions
  • +Strong Markdown workflow with live preview and predictable formatting
  • +Collections and folder structure speed up draft navigation
  • +Export pipeline supports manuscript compilation to common formats
Cons
  • –Editing and feedback tooling for track-changes workflows is limited
  • –Grammar and plagiarism checks are not the central revision workflow

Best for: Fits when writers need a Markdown-based draft workspace with consistent exports and low-friction organization.

#6

Typora

SMB

Typora provides a clean Markdown editor with live rendering, export options, and distraction-free writing.

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

One-pane writing with live Markdown rendering updates formatting instantly while keeping the source readable.

Typora provides a Markdown editor with a live preview that renders formatting as the document is typed. It supports manuscript-style writing workflows with distraction-free editing, document-wide styles, and export to common publishing formats.

Pros
  • +Live Markdown rendering removes the preview switching step
  • +Clean distraction-free mode keeps focus on line editing
  • +Document export supports common manuscript compilation handoffs
  • +Theme controls improve readability without changing content
Cons
  • –No native grammar checker or plagiarism detection engine
  • –Collaboration and change review workflows are not built-in
  • –Automation and API surface are limited for integration-heavy teams
  • –Custom style enforcement across large libraries needs manual discipline

Best for: Fits when solo writers or small teams want fast distraction-free Markdown editing and simple export for revisions.

#7

WhiteSmoke

SMB

English writing tool providing grammar checking, style suggestions, and translation capabilities.

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

Citation support integrates reference guidance into the same editing workflow as language fixes.

WhiteSmoke focuses on correcting language errors inside a writing workflow that includes proofing-style markup and report output. It supports readability scoring and writing suggestions in the same review pass, which reduces the need to jump between separate checkers. Document handling is oriented toward producing clean exports for sharing and submission after edits are applied.

Pros
  • +Grammar, spelling, and style corrections run in one continuous review
  • +Readability scoring and guidance appear alongside edit suggestions
  • +Citation support supports drafts that require consistent reference formatting
  • +Export outputs make it easier to share edited documents
Cons
  • –Collaboration workflows like track changes feel limited
  • –Advanced style guide enforcement takes more manual verification than expected

Best for: Fits when individual writers need repeated grammar and style passes with export-ready drafts.

#8

Outwrite

SMB

Writing assistant offering grammar checking, style improvement, and paraphrasing features.

7.1/10
Overall
Features7.1/10
Ease of Use7.0/10
Value7.2/10
Standout feature

Style preference configuration enables consistent tone and phrasing across multiple documents in one workflow.

Outwrite targets writers who want consistency across drafts without needing to manage multiple reviewer tools. The workflow centers on a single editing surface with inline suggestions and adjustable writing preferences for repeated review passes.

Pros
  • +Inline suggestions keep edits visible during revision passes
  • +Configurable style preferences support repeated consistency checks
  • +Clarity-focused feedback reduces vague phrasing risk
  • +Exports fit common word-processing workflows
Cons
  • –Customization for complex style guides is limited
  • –Turnaround depends on manual review of high-impact edits

Best for: Fits when writers need repeatable clarity and style checks during stakeholder-ready revisions.

#9

Bibisco

vertical specialist

Bibisco provides novel planning, character development, scene organization, and manuscript writing tools.

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

Character and plot documentation can be used as live reference while running focused revision passes inside the manuscript flow.

Bibisco is a writing and editing environment aimed at planning, drafting, and running structured revision workflows. It pairs manuscript assembly features with inline writing tools and manuscript formatting controls for export.

Pros
  • +Structured drafting workflow that connects planning artifacts to revision passes
  • +Manuscript formatting controls designed for repeatable compile-style exports
  • +Inline writing support that keeps revision work inside one document flow
  • +Character and plot organization helps maintain continuity during edits
Cons
  • –Editing markup and review threading are less oriented to collaboration
  • –Automation requires learning Bibisco’s workflow conventions
  • –Export coverage can feel format-limited versus citation-heavy toolchains
  • –Less suited to line-by-line markup workflows used by editorial teams

Best for: Fits when individual writers want structured revision planning and repeatable manuscript assembly in one workspace.

#10

Trinka

vertical specialist

Trinka provides grammar, style, terminology, and language checks for technical and academic writing.

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

Context-aware guidance tuned for technical and academic phrasing choices during revision passes.

Trinka checks and rewrites professional English with a focus on precision for technical and academic writing. It provides grammar and style suggestions with explanations and supports tracked edits you can accept or reject during revision passes.

Pros
  • +High-precision corrections geared toward technical and academic English
  • +Trackable suggestions with clear accept and reject flow
  • +Configurable guidance supports consistent style decisions across documents
  • +Works well for revision passes where wording must be consistent
Cons
  • –Less suited for creative prose that needs stylistic variance
  • –Coverage can be narrow for Markdown-centric editing workflows

Best for: Fits when technical or academic writing needs controlled, repeatable revision suggestions.

Conclusion

After evaluating 10 writing editing software, LivingWriter 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
LivingWriter

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

How to Choose the Right Writing Editing Software

Writing editing software helps draft, revise, and format text with inline suggestions that stay tied to the passages needing change in tools such as LivingWriter and Outwrite.

This guide covers Atticus, Bibisco, Hemingway Editor, LivingWriter, Outwrite, Scrivener, Trinka, Typora, Ulysses, and WhiteSmoke, with emphasis on how each product handles revision passes, document flow, and export-oriented formatting.

Writing Editing Software for revision passes, inline markup, and export-ready drafts

Writing editing software combines grammar and style feedback with an editing surface that supports revision workflows, from Hemingway Editor’s complexity highlights with live readability scoring to WhiteSmoke’s inline edit suggestions paired with readability guidance.

Some tools focus on structured work across multiple stages, like Atticus linking feedback to revision-ready outputs and Bibisco keeping character and plot documentation available during manuscript flow.

Other tools concentrate on authoring experience and formatting control, such as Typora’s one-pane Markdown editing with live rendering and Scrivener’s compile templates for repeatable formatted outputs from project sections.

Writing Editing Software features that change revision outcomes

Writing editing software matters most at the moment feedback becomes a usable revision. Tools such as LivingWriter bind suggested edits and comment threads to the exact text locations so revision passes stay traceable across document changes.

Feature design also determines how quickly edits become export-ready outputs. Scrivener’s manuscript compile templates let a single project produce multiple formatted outputs from selected sections, while WhiteSmoke keeps language fixes and readability guidance in the same review surface.

  • Revision pass workflow binding

    LivingWriter keeps edits and comment threads attached to the same passage so ongoing revision passes stay linked to the right locations. Atticus links edit feedback to review-ready outputs across multiple revision passes with a configurable project workflow.

  • Structured planning and live manuscript reference

    Bibisco connects character and plot documentation to focused revision passes inside the manuscript flow so writers can revise with reference material in view. Scrivener’s project hierarchy supports chapter-level reordering while keeping draft context for repeatable long-form compilation.

  • Line-edit feedback tied to readability signals

    Hemingway Editor uses color-coded complexity highlights paired with a live readability score so changes target readability issues as the text changes. WhiteSmoke runs grammar, spelling, and style corrections in one continuous review with readability scoring and guidance alongside suggestions.

  • Style preference configuration across documents

    Outwrite supports configurable style preferences so repeated checks can enforce consistent tone and phrasing during stakeholder-ready revisions. Trinka provides context-aware guidance tuned for technical and academic English so revision suggestions match domain phrasing expectations.

  • Markdown-first authoring and export-friendly formatting

    Typora offers one-pane writing with live Markdown rendering so formatting stays visible while editing the source. Ulysses provides a distraction-free editing mode with strong Markdown workflow and predictable exports that support a draft-first revision rhythm.

  • Review governance and edit acceptance flow

    Trinka includes a clear accept and reject flow for trackable suggestions so revision adoption stays explicit. LivingWriter focuses governance through revision workflow attachment rather than enterprise controls like RBAC and audit logs.

Choose the editing workflow that matches how edits move through a revision process

Start by matching the software’s revision mechanics to the way the draft changes between passes. LivingWriter and Trinka center suggested edits with clear adoption paths that keep revision decisions attached to the right locations or text suggestions.

Next, select the authoring environment that fits daily writing behavior. Typora and Ulysses prioritize Markdown-first drafting with low-friction formatting, while Atticus and Scrivener focus on structured multi-pass control and export-oriented outputs for long-form work.

  • Map revision traceability needs to the editing surface

    Choose LivingWriter if revision passes must preserve the relationship between suggested edits and comment threads tied to exact text locations. Choose Atticus if teams need a configurable project workflow that connects edit feedback to review-ready outputs across multiple revision passes.

  • Pick a workflow philosophy for planning versus in-manuscript revision

    Choose Bibisco when character and plot documentation must function as live reference while running focused revision passes inside the manuscript flow. Choose Scrivener when manuscript compile templates must generate repeatable formatted outputs from selected project sections.

  • Match feedback depth to the type of revision pass

    Choose Hemingway Editor when complexity reduction and live readability scoring guide each line-level edit in a fast pass. Choose WhiteSmoke when a combined grammar, spelling, style correction workflow needs readability guidance alongside edit suggestions.

  • Align style control with the audience and domain requirements

    Choose Outwrite when repeatable style preference configuration must keep tone and phrasing consistent across multiple documents. Choose Trinka when technical or academic writing requires context-aware guidance for domain-specific phrasing choices.

  • Decide whether the drafting experience is the priority

    Choose Typora when one-pane Markdown editing with live rendering reduces friction between writing and previewing. Choose Ulysses when offline-first, distraction-free drafting with fast document navigation supports long writing sessions with consistent exports.

Who Writing Editing Software fits best

Different tools center different failure points in revision workflows, like edits getting lost during pass transitions or formatting breaking during manuscript assembly. Tools such as Atticus and Scrivener address pass structure and compile-style output generation, while tools like Typora and Ulysses address day-to-day drafting friction.

Collaboration expectations also change the fit. LivingWriter focuses revision workflow attachment to keep annotated edits traceable, while Hemingway Editor and Typora prioritize focused solo editing surfaces without native track changes or collaboration markup.

  • Editorial teams running repeatable revision passes

    LivingWriter keeps comment threads and suggested edits attached to the right passages so ongoing revision cycles remain traceable. Atticus supports configurable project workflows that link edit feedback to review-ready outputs across multiple passes.

  • Writers who revise with character and plot context in the manuscript

    Bibisco uses character and plot documentation as live reference so writers can run revision passes while staying consistent with the story bible. Scrivener helps keep chapter-level reordering and long-form context organized during drafting and compilation.

  • Solo writers focused on line-level readability and complexity reduction

    Hemingway Editor shows color-coded complexity highlights with a live readability score so line edits target readability. WhiteSmoke pairs grammar and style corrections with readability scoring inside one continuous review surface.

  • Technical and academic writers standardizing phrasing

    Trinka provides context-aware guidance tuned for technical and academic English and supports a clear accept and reject flow for trackable suggestions. WhiteSmoke can support repeated grammar and style passes with readability guidance when the writing needs more general language polish.

  • Writers who draft in Markdown with minimal workflow switching

    Typora keeps live Markdown rendering in one pane to remove preview switching and supports simple export for revision cycles. Ulysses provides a distraction-free editing mode with offline-first Markdown workflow and predictable exports for consistent document assembly.

Common pitfalls when buying Writing Editing Software

Misalignment between revision workflow mechanics and team process causes churn. A tool designed for fast line feedback can feel incomplete when review governance like track changes and acceptance workflows becomes necessary, as seen with Hemingway Editor’s lack of a built-in track changes or acceptance rejection workflow.

Another frequent mistake is choosing an authoring experience without checking whether the editing and collaboration workflow fits the revision model. Typora and Ulysses support drafting comfort but do not provide native grammar checking, plagiarism detection, or track-changes-style review workflows as a core part of the editing surface.

  • Assuming every tool supports track changes and acceptance workflows

    Hemingway Editor does not include track changes or an acceptance rejection workflow built into the editing surface. Trinka explicitly supports accept and reject flow for trackable suggestions, which matches workflows that require explicit revision adoption.

  • Buying a Markdown drafting tool and expecting collaboration markup

    Typora does not include a native grammar checker or plagiarism detection engine and does not build collaboration and change review workflows into the product. Ulysses focuses on distraction-free drafting and export predictability, while its editing and feedback tooling for track-changes workflows remains limited.

  • Expecting governance controls like RBAC and audit logs

    LivingWriter’s revision workflow is built around attachment to exact text locations, while advanced governance controls like audit logs and RBAC are not a native focus. Atticus prioritizes automation and project workflow configuration, so governance requirements need direct validation against the specific workflow used for revisions.

  • Ignoring how style customization complexity limits complex style guide enforcement

    Outwrite’s customization for complex style guides is limited, so strict multi-rule corporate style needs may require manual review of high-impact edits. WhiteSmoke can apply grammar, spelling, and style fixes in one flow, but advanced style guide enforcement takes more manual verification than expected.

  • Underestimating how dense inline feedback can get in long document sweeps

    LivingWriter keeps inline review tied to passages, but dense inline feedback can overwhelm review during large document sweeps. Atticus supports automation and API hooks for edit handling, yet automation setups require engineering discipline to stay consistent across passes.

Method for assembling the Writing Editing Software shortlist

Analysts start by opening the original publication and copying each figure that appears beside the passages describing writing editing software coverage. Analysts then compare each captured figure with the official product documentation and the product changelog, and they use an independent review only when one is cited in the original materials.

Analysts keep a figure when it matches the documentation set and include a published benchmark only when that benchmark is explicitly cited as the source. The result is a shortlist that maps product claims to the same concrete statements the publication uses for each tool.

Frequently Asked Questions About Writing Editing Software

Which tools support inline revision markup closer to track changes workflows?
LivingWriter uses inline review with comment threads and suggested edits anchored to exact text locations. Trinka and WhiteSmoke also provide tracked-edit style acceptance and rejection during revision passes, while Hemingway Editor stays focused on line-level feedback without deep collaboration controls.
How do Atticus and Outwrite handle writing preferences across repeated passes?
Atticus treats writing as a project configuration with repeatable revision passes and automation hooks. Outwrite centers on a single editing surface with adjustable writing preferences, which helps keep clarity and tone consistent across multiple documents, even when deep manuscript compilation is not the goal.
When does Scrivener’s compile workflow matter more than proofreading and language checks?
Scrivener becomes the better fit when chapter selection, compile templates, and export formats must be driven from a project workspace. WhiteSmoke and Hemingway Editor focus more on language fixes and readability, so they fit later-stage passes after the manuscript structure is already established.
Which tool family works best for Markdown-first drafting and export into publishing formats?
Typora and Ulysses are designed around Markdown with live preview, which supports distraction-free drafting and consistent styles across a document. Typora relies on external engines for grammar and plagiarism, while Ulysses supports offline-first editing with later sync and multiple export targets for manuscript compilation.
How do integration and API needs differ between Atticus and manuscript-first editors like Scrivener?
Atticus exposes an API surface that fits automated writing and revision pipelines tied to an external data workflow. Scrivener can export for external editing steps, but it does not target the same automation-first integration model for a multi-system pipeline.
What breaks if a team needs strong RBAC and audit trails for editing history?
Hemingway Editor lacks track changes style collaboration control and does not offer version history suitable for multi-user governance. LivingWriter and Trinka fit better for editorial workflows that require controlled review states, while tools that focus on single-writer feedback can leave governance gaps when multiple editors must arbitrate changes.
How does data migration work when moving drafts between structured editors and word processors?
Ulysses and Typora export to common targets such as DOCX and PDF, which makes handoff to word processors straightforward. Scrivener also compiles selected sections into configured formats, which helps preserve document structure during migration, while Hemingway Editor and WhiteSmoke generally focus on applying edits for export rather than transferring a full project model.
Which editor tools can support extensibility through automation or configurable workflows?
Atticus supports a configurable project workflow plus an API surface that can connect to manuscript pipelines. Bibisco and LivingWriter emphasize structured revision workflows and inline feedback, but Atticus is the clearest choice when extensibility needs include programmatic integration and repeatable automation.
When does Hemingway Editor fall short compared with LivingWriter for collaborative revision workflows?
Hemingway Editor provides color-coded complexity feedback and a live readability score, but it lacks deep collaboration controls and track changes style version governance. LivingWriter includes inline review with suggested edits and comment threads, which supports editorial teams that need a shared revision trail.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

Vendor-funded 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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