Commissioned Research
Top 10 Best Reading Level Software of 2026

GITNUXSOFTWARE REVIEW

Education Learning

Top 10 Best Reading Level Software of 2026

Compare reading level software options and where they fit, with editorial notes for choosing tools like Newsela, WebFX, and Accelerated Reader.

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

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also 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

Reading level software helps educators align texts to student needs by translating passages into consistent level measures and supporting instructional grouping and practice. This comparison helps learning leaders weigh grade-level guidance, classroom workflow fit, and integration options like Lexile and Fountas & Pinnell mapping alongside automation features from providers such as StoryToolz.

Newsela is the best pick for K-12 teachers who need consistent article-level differentiation because its leveling preserves the core text while adjusting readability and pairing level-matched comprehension questions to each version, whereas WebFX Readability Test Tool fits educators who want quick grade-level scoring for pasted passages before revisions.

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

Newsela

Newsela’s article leveling preserves the core text while changing readability, then maps matching comprehension questions to each level.

Best for: Fits when teachers need consistent article-level differentiation tied to the same source text for classroom assignments.

2

WebFX Readability Test Tool

Editor pick

Single-page readability scoring that returns multiple grade signals for a pasted passage without file handling.

Best for: Fits when educators need quick readability checks for teacher-authored passages before instructional use.

3

Accelerated Reader

Editor pick

Renaissance Learning’s quiz engine connects each reading assignment to comprehension outcomes in the same workflow.

Best for: Fits when schools run a standardized leveled reading program with quiz-based comprehension checks.

Comparison Table

1
NewselaBest overall
K-12 literacy platform
9.3/10
Overall
2
vertical specialist
8.7/10
Overall
3
K-12 literacy platform
8.6/10
Overall
4
writing utility
8.4/10
Overall
5
K-12 literacy content
8.0/10
Overall
6
7.8/10
Overall
7
enterprise
7.4/10
Overall
8
education assessment
7.1/10
Overall
9
K-12 literacy content
6.8/10
Overall
10
enterprise
6.6/10
Overall
#1

Newsela

K-12 literacy platform

Newsela provides instructional content with multiple reading levels for classroom differentiation.

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

Newsela’s article leveling preserves the core text while changing readability, then maps matching comprehension questions to each level.

Newsela turns mainstream articles into multiple readability levels, using educator-driven leveling that stays tied to the same source text. Its core workflow centers on creating standards-aligned reading sets with comprehension questions at matching levels and then assigning them to classes.

Admin controls support district or school management for rostering and assignment oversight, and teacher tools cover selecting text, setting level targets, and monitoring student completion. Integration depth is strongest where schools already use common education delivery workflows, since API capabilities are not presented as the primary surface for this product.

Pros
  • +Article-to-multiple-level text generation keeps the same topic and structure
  • +Level-matched comprehension questions reduce mismatches during instruction
  • +Teacher assignment workflow supports classroom pacing with reusable text sets
  • +District management covers rostering and centralized oversight of assignments
Cons
  • –API and automation surface are not positioned as the main extensibility path
  • –Level targeting can require manual selection of appropriate texts and sequences
  • –Question depth varies by text, which can limit consistent assessment rigor
  • –Advanced governance options are less granular than systems built around item analytics
Use scenarios
  • K-12 classroom teachers

    Assign same article at matching levels

    Shared topic, matched difficulty

  • Reading and intervention teachers

    Use passage questions for checks

    Passage-level understanding evidence

Show 2 more scenarios
  • Secondary English teachers

    Plan close reading discussions

    Guided evidence-based discussion

    Teachers use annotations and article-linked questions to guide evidence-based student responses.

  • ELA and social studies teachers

    Practice literacy with current articles

    Relevant nonfiction reading

    Teachers use nonfiction news texts to connect reading routines with contemporary discussion.

Best for: Fits when teachers need consistent article-level differentiation tied to the same source text for classroom assignments.

#2

WebFX Readability Test Tool

vertical specialist

Browser-based tool that evaluates text using common readability formulas and grade-level outputs.

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

Single-page readability scoring that returns multiple grade signals for a pasted passage without file handling.

WebFX Readability Test Tool accepts text input and returns readability results immediately, which supports fast revision cycles for instructional passages. It includes multiple readability measures in a single run, so educators can compare grade-level signals across formulas rather than rely on one metric. The workflow is built around a single passage at a time, so it supports day-to-day editing more than batch assessment workflows.

A tradeoff appears in the limited governance surface because the tool does not provide visible workspace controls, role-based access, or audit logging for shared educator teams. This matters when multiple staff need consistent configuration and documented results across cohorts. A good usage situation is checking a teacher-authored passage before it is added to a reading intervention packet.

Pros
  • +Instant scoring for pasted passages supports fast classroom editing
  • +Multiple readability measures in one output reduce metric-by-metric checks
  • +Plain results formatting helps teachers interpret grade-level targets quickly
  • +No upload workflow keeps passage reviews lightweight
Cons
  • –No visible batch scoring workflow for large passage sets
  • –Limited collaboration controls like RBAC and audit logs
  • –Output centers on readability formulas rather than full diagnostic placement
  • –Paste-based input slows long-form assessment compared with import tools
Use scenarios
  • Reading intervention teachers

    Rewrite passages to match grade bands

    Tighter reader-text match

  • Curriculum specialists

    Screen leveled worksheets for complexity drift

    More consistent text sets

Show 1 more scenario
  • Instructional coaches

    Support coaching with text-level evidence

    Faster iteration cycles

    Use output to show how wording changes affect readability grade signals.

Best for: Fits when educators need quick readability checks for teacher-authored passages before instructional use.

#3

Accelerated Reader

K-12 literacy platform

Accelerated Reader tracks reading practice and uses ATOS book levels for student reading guidance.

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

Renaissance Learning’s quiz engine connects each reading assignment to comprehension outcomes in the same workflow.

Accelerated Reader at renaissance.com assigns students to reading levels and tracks points from student reading to support comprehension practice. The system combines a large content library with aligned quizzes and reporting that shows who is reading, what they read, and how they perform on assessments.

Admin workflows include managing classes, rosters, and targets so educators can monitor reader-text match and progress over time. The experience is optimized for school-wide reading programs that want standardized placement signals and repeatable classroom routines.

Pros
  • +Quiz-based comprehension tracking tied to the reading log workflow
  • +Built-in leveled content library reduces manual text matching work
  • +Clear progress views for classes with drill-down to student results
  • +Repeatable assignment and target routines support daily reading programs
Cons
  • –Leveling and content choices can constrain custom curriculum models
  • –Automation and data exports require planning to fit district reporting needs
  • –Assessment coverage depends on available titles in the packaged library
  • –Some governance tasks take effort when rosters or settings change often
Use scenarios
  • School reading program coordinators

    Standardize reader placement signals

    Consistent placement signals

  • Teachers managing classes

    Monitor who read and performance

    Readable progress visibility

Show 1 more scenario
  • Intervention teams

    Track progress against targets

    Progress toward reading goals

    Teams manage class rosters and targets to review reader-text match over time.

Best for: Fits when schools run a standardized leveled reading program with quiz-based comprehension checks.

#4

StoryToolz Readability

writing utility

StoryToolz includes a readability checker that estimates reading grade level for text passages.

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

Revision breakdowns that explain which text characteristics push a passage toward a higher or lower grade level.

StoryToolz Readability produces multiple readability readings from a single input so educators can compare how the same passage changes under revisions. The output is organized for instructional use, with breakdown details that help interpret why a passage lands at a specific complexity level. The tool is most useful when educators repeatedly score many texts, then curate an instructional reading set for a cycle of instruction.

Pros
  • +Rapid scoring for pasted and uploaded passages
  • +Revision-focused breakdowns tied to complexity drivers
  • +Repeatable outputs for curating instructional text sets
  • +Readable results format that supports teacher decisions
Cons
  • –Limited evidence of API or external workflow automation
  • –Not designed for full diagnostic placement test pipelines
  • –Fewer governance controls than district-scale literacy suites
  • –Automation is constrained to the scoring workflow
Use scenarios
  • Elementary literacy coaches

    Curate sets for small groups

    Fewer off-level assignments

  • Classroom teachers

    Edit texts before assigning

    Improved reader-text match

Show 1 more scenario
  • Instructional intervention teams

    Standardize passage difficulty

    More predictable instructional pacing

    Compares revisions across multiple texts to keep instructional reading levels consistent.

Best for: Fits when educators need quick, repeatable readability scoring for classroom text revisions and selection.

#5

ReadWorks

K-12 literacy content

ReadWorks offers reading passages and comprehension resources organized by grade and text complexity.

8.0/10
Overall
Features8.0/10
Ease of Use8.0/10
Value8.0/10
Standout feature

Leveled passage assignments connect text choice and comprehension checks in one classroom workflow.

ReadWorks is used to match students to appropriate reading passages through its built-in leveling and then deliver practice through assignable reading and comprehension tasks. Teachers can build classes, assign texts, and review student results tied to those assignments. The content library structure reduces friction for routine instructional reading cycles that depend on frequent practice sets.

Pros
  • +Assignment-ready reading passages with built-in comprehension question sets
  • +Clear class workflow for distributing practice and reviewing results
  • +Content collections support consistent instructional routines
  • +Reporting is organized around assigned work completion and outcomes
Cons
  • –Limited support for creating custom assessment items and banks
  • –Leveling decisions are constrained to the library’s available passages
  • –Automation depth is mostly assignment-based rather than toolchain-based
  • –Custom reporting beyond assignment-level views needs manual export work
Use scenarios
  • Elementary classroom teachers

    Assign weekly leveled reading practice

    Faster intervention planning

  • Reading interventionists

    Cycle practice across small groups

    More targeted instruction

Show 2 more scenarios
  • Curriculum coordinators

    Standardize classroom practice routines

    Consistent instruction across classes

    Coordinators provide common leveled passage and question sets aligned to instructional pacing needs.

  • MTSS teams

    Monitor practice outcomes over time

    Quicker support referrals

    Teams review student assignment results to flag students who need additional support sessions.

Best for: Fits when teachers need recurring leveled reading practice assignments with classroom reporting.

#6

ProWritingAid

SMB

Writing assistant that includes readability reports, sentence-length analysis, and style feedback.

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

High-granularity writing diagnostics that group issues by pattern, then recommend sentence-level rewrites.

ProWritingAid analyzes written text to flag clarity and style issues, then provides targeted fixes that affect readability outcomes. Its reports break down writing patterns like repeated phrasing, sentence structure, and grammar, which helps educators adjust instructional text quality.

Pros
  • +Batch document reports speed consistency checks across long text sets
  • +Rule categories separate grammar, style, and repetition so edits stay targeted
  • +Actionable suggestions rewrite sentences instead of only describing problems
  • +Repeatable workflows support systematic remediation across drafts
Cons
  • –No native mapping to Lexile or Fountas and Pinnell placement decisions
  • –Reading-level gains rely on writer judgment after applying suggestions
  • –Complex school policy workflows like RBAC and audit logs are not its focus
  • –Some style rules can conflict with a teacher’s preferred instructional voice
Use scenarios
  • Poets

    Revise poems with repetition feedback

    Repeated wording identified

  • Technical writers and teams

    Check documentation readability issues

    Clearer, more consistent docs

Show 2 more scenarios
  • Novelists and fiction authors

    Audit a long draft for consistency

    Recurring prose issues found

    Authors run checks across manuscript text for grammar, repeated wording, and readability patterns.

  • Content marketers and editors

    Standardize style across campaigns

    Less repetition, better flow

    Editorial teams apply batch checks to surface repeated phrasing and style inconsistencies.

Best for: Fits when educators want repeatable edit guidance that can indirectly support Lexile-aligned revisions.

#7

Grammarly

enterprise

Writing assistant that helps simplify wording and improve clarity across documents and web apps.

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

Browser and editor-integrated feedback that lets students revise immediately with tracked suggestions.

Grammarly is a writing assistant used by educators to correct grammar, punctuation, and clarity in real time across common document and browser workflows. It also adds genre and audience oriented rewriting suggestions that can be reviewed before students submit final text.

Pros
  • +Real-time grammar and punctuation checks during drafting
  • +Actionable rewrite suggestions tied to tone and clarity
  • +Consistent feedback across browser, desktop, and common editors
  • +Clear correction history that helps students learn from edits
Cons
  • –Does not provide a reading-level placement or Lexile mapping
  • –Stylistic changes can conflict with teacher rubrics
  • –Limited automation controls for district wide governance needs
  • –No native item or passage bank for instructional text sets
Use scenarios
  • Authors and book editors

    Fix line-level writing issues

    More consistent prose

  • Business professionals and teams

    Edit workplace messages for clarity

    Clearer workplace communication

Show 2 more scenarios
  • Multilingual writers and global teams

    Apply consistent feedback across languages

    More targeted language feedback

    Writers use language detection and correction patterns when working in supported languages.

  • Content writers and marketers

    Tighten articles and web drafts

    More readable and concise content

    Writers reduce repetition and tighten wording in online drafts to improve readability.

Best for: Fits when instruction needs fast writing error feedback without replacing reading-level placement tools.

#8

Lexile

education assessment

Lexile provides reading measures and text leveling tools used by schools and publishers.

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

Lexile measure and Lexile range guidance that standardizes how text complexity is translated into placement decisions.

Lexile provides Lexile measure and text complexity tools that convert the same reading material into a consistent Lexile range for reader-text match workflows. Core capabilities include Lexile text measurement, educator guidance for using Lexile measure results, and structured downloads for integrating Lexile scoring into district or publisher processes.

Pros
  • +Standardized Lexile measure outputs support consistent reader-text matching decisions
  • +Text measurement guidance helps reduce misinterpretation of complexity results
  • +Measurement workflows align with mixed-source text catalogs from publishers
  • +Integration-friendly formats support district and vendor processing pipelines
Cons
  • –Does not replace full assessment ecosystems like running records and progress monitoring
  • –Meaningful governance is needed to keep placement decisions consistent across teams
  • –Automation depth depends on external systems that ingest Lexile outputs
  • –Lexile range interpretation can be misapplied without documented instructional rules
Use scenarios
  • District reading coordinators

    Measure texts for standardized complexity

    Standardized text complexity

  • Educators planning placements

    Use guidance for interpretation

    Better informed placement decisions

Show 2 more scenarios
  • Publishers and assessment teams

    Integrate Lexile outputs into workflows

    More consistent assessment mapping

    Teams use structured downloads to incorporate Lexile text measurement into their district processes.

  • Instructional teams using F&P

    Map Lexile to Fountas and Pinnell

    Crosswalked level decisions

    Teams use crosswalk mapping to support instructional decisions across Lexile and Fountas & Pinnell styles.

Best for: Fits when districts need standardized text measurement and consistent reader-text match across varied publishers.

#9

Reading A-Z

K-12 literacy content

Reading A-Z offers leveled books and instructional resources organized by reading level.

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

Leveled text and lesson activities are packaged around teacher-controlled level placement for repeatable small-group instruction.

Reading A-Z pairs a leveled text library with teacher tools that keep selection and instruction connected to reported student placement. It supports classroom routines for choosing instructional reading materials and attaching comprehension work to the selected level. The library breadth reduces time spent building standards-aligned text sets from scratch.

Pros
  • +Leveled passage library supports consistent classroom reader-text match
  • +Placement workflows support Lexile and Fountas & Pinnell level assignment
  • +Teacher-facing comprehension activities support repeatable small-group instruction
  • +Progress tracking routines fit ongoing instructional reading cycles
Cons
  • –Automation depth is limited for districts that require custom assessment flows
  • –Classroom-level reporting can feel narrow for multi-school analytics needs
  • –Itemization for custom assessments is less flexible than full item-bank systems
  • –Administration controls for large deployments can be less granular than LMS workflows
Use scenarios
  • Classroom teachers

    Select leveled texts for instruction

    Instruction uses selected levels

  • Instructional coaches

    Attach comprehension work to placements

    Placement drives activities

Show 1 more scenario
  • Reading interventionists

    Reduce time building text sets

    Less time building sets

    Interventionists rely on library breadth to avoid building standards-aligned sets from scratch.

Best for: Fits when educators need reliable level-aligned texts with straightforward placement and progress routines.

#10

Writer

enterprise

Enterprise writing platform with readability guidance, style controls, and content quality checks.

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

Brand voice settings plus templates that keep rewriting outputs stylistically aligned across multiple educators.

Writer targets text production workflows with controlled generation using branded voice settings and reusable templates that keep language consistent across revisions.

Pros
  • +Templates and style controls keep reading passages consistent across iterations
  • +API support enables automated rewriting workflows inside learning content pipelines
  • +Workspace governance supports multi-author classroom content management
  • +Reusable instructions reduce drift when adapting texts for different levels
Cons
  • –Reading-level outputs depend on prompting discipline rather than a dedicated placement engine
  • –Complex multi-step classroom workflows require careful automation setup
  • –Advanced content governance needs admin configuration and ongoing oversight
  • –Bulk level generation can strain review time when student-specific constraints vary
Use scenarios
  • Compliance and legal teams

    Check writing against constraints

    Earlier wording review visibility

  • Customer support content teams

    Edit help articles for standards

    Support content matches standards

Show 2 more scenarios
  • Editorial teams and content managers

    Coordinate multi-author revisions

    Organized cross-contributor reviews

    Teams manage drafting and revision cycles with shared feedback and change visibility.

  • Marketing teams

    Generate governed campaign drafts

    Repeatable brand-aligned drafts

    Marketers generate and revise content using brand rules and reusable templates.

Best for: Fits when teams need consistent rewrite-and-document workflows that plug into educator content production.

Conclusion

After evaluating 10 reading level software, Newsela 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
Newsela

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 Reading Level Software

How does StoryToolz Readability produce actionable edits for classroom text revisions?
StoryToolz Readability scores pasted or uploaded text and returns grade-level style metrics plus a readability breakdown tied to specific editing guidance. StoryToolz Readability’s revision view highlights which text characteristics push a passage toward higher or lower levels so teachers can re-score draft versions quickly.
Which tool is best for assigning leveled passages with comprehension checks in the same workflow?
ReadWorks fits when leveled passage assignment and comprehension questions must ship together for recurring classroom practice. ReadWorks also ties reporting to assignment completion and performance signals from student work.
Which tool supports standardized reader-text match logic across content from multiple publishers?
Lexile fits when districts need consistent text measurement and repeatable placement decisions across varied sources. Lexile provides Lexile measure and Lexile range tools and guidance for translating results into instructional placement actions.
How does Newsela maintain article-level differentiation while keeping the source text consistent?
Newsela levels articles by keeping the same underlying source while changing readability so students work with matching text complexity. Newsela also maps comprehension question sets to each level and supports classroom assignment and completion monitoring.
When do educators use WebFX Readability Test Tool instead of a placement or lesson platform?
WebFX Readability Test Tool fits when educators only need fast in-browser readability scoring for teacher-authored passages before instruction. It returns multiple grade signals for pasted text, which is different from placement workflows that center on rosters, assignments, or multi-source student reporting.
What breaks if Grammarly is used as a replacement for a true readability engine like ProWritingAid or StoryToolz Readability?
Grammarly improves grammar, punctuation, and clarity, but it does not perform dedicated readability placement like StoryToolz Readability or output structured level decisions like Lexile. Using Grammarly alone can leave reader-text match work dependent on manual checks because its feedback focuses on surface writing quality rather than a leveling model.
How do Accelerated Reader’s admin workflows differ from Reading A-Z’s small-group placement routines?
Accelerated Reader emphasizes school-wide reading programs with class rosters, targets, points from reading activity, and quiz-based comprehension tracking. Reading A-Z emphasizes teacher-controlled level placement that packages leveled texts and printable or digital lesson activities for small-group instruction.
What data migration issues come up when moving from a classroom leveling tool to Writer?
Writer’s strength is controlled document generation and rewriting with templates and branded voice settings, so migrating leveled content usually means rebuilding lesson documents and templates rather than importing student placement histories. Writer’s governance features manage who can create and publish content in workspaces, which changes how rosters and placement records are handled compared with classroom platforms.
How do integrations and automation differ between Writer and Newsela?
Writer supports integration and API options that target educator content production pipelines through automated drafting, revision, and rollout of learning documents. Newsela’s primary surface centers on article-level leveling and classroom assignment workflows, and it does not present API capabilities as the core integration path.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Reading Level Software

We see big differences in how each reading level tool produces placement and updates texts over time—mainly through the accuracy of Reading Level alignment and how reliably it tracks Progress monitoring. Those choices change whether your instruction stays matched to each reader’s needs.

Reading level placement method

Why it matters

Reading level placement method determines how quickly a tool maps a learner to an appropriate level. If it’s loose, you may get materials that miss the reader’s current needs and stall growth.

How to check

Ask for a demo workflow where you upload a short sample or pick a student and run placement. Then compare the output level with what the tool claims it uses, and check whether it changes when you try a harder or easier sample.

Text leveling consistency

Why it matters

Text leveling consistency matters because reading level software usually powers the books, passages, or worksheets you assign. Inconsistent leveling leads to frequent rework and mixed difficulty within a single set.

How to check

Request a preview of several leveled texts from the same level and a nearby level. Have the evaluator show the same text’s level report across repeated runs and verify the level stays stable when you switch devices or export the list.

Progress monitoring updates

Why it matters

Progress monitoring updates show whether the software can reflect growth and adjust assignments. Without it, you can end up teaching to the last result rather than the current reading range.

How to check

In the demo, run at least two check-ins spaced apart (even using sample data) and show how assignments change. Confirm what inputs trigger an update and where the learner’s trend is visible over time.

Standards-aligned content coverage

Why it matters

Standards-aligned content coverage matters when reading level software is used for classroom assignments, not just practice. Gaps force teachers to hunt for materials that match both level and lesson goals.

How to check

Ask the demo to filter content by a curriculum topic and a target reading level. Then review whether the returned set includes multiple text types (fiction and informational) that teachers can use in one unit.

Admin workflow and assignment controls

Why it matters

Admin workflow and assignment controls affect how reliably teachers can assign level-appropriate materials across a class. Strong controls reduce manual reshuffling when students move levels.

How to check

Watch an end-to-end assignment flow in the demo: set a target level, assign content, then revise the level for a subset of students. Check for clear views of which learners received what and whether updates propagate correctly.

Student record history visibility

Why it matters

Student record history visibility helps teams understand why a placement changed and what evidence supported it. When history is unclear, it’s hard to explain decisions to staff or families.

How to check

Ask to open a learner record and show at least one placement or update event. Verify the record includes the date, the input used, and the resulting level or assignment change.

Red flags

  • Placement output changes wildly on the same sample
  • Progress monitoring updates don’t clearly link to new inputs
  • Learner history lacks enough detail to explain level changes

Fit by situation

  • If you’re placing many new students quickly, prioritize Reading level placement method.
  • If you assign leveled texts weekly, prioritize Text leveling consistency.
  • If you adjust assignments during the term, prioritize Progress monitoring updates.
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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