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Top 9 Best Material Safety Data Sheet Software of 2026

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Top 9 Best Material Safety Data Sheet Software of 2026

Compare material safety data sheet software options like Quentic, Intelex, and Quartzy, covering features, fit, and tradeoffs for EHS teams.

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 rankings. Editorial policy

Material safety data sheet software keeps chemical inventories tied to current SDS records, so compliance teams can answer auditor requests with traceable access, not spreadsheet versions. This comparison helps decision-makers weigh SDS retrieval workflows, role-based access, and integration options against throughput and data governance needs across EHS and lab environments.

Quentic is the best pick for compliance teams running recurring, multi-reviewer SDS updates across sites because its revision-aware workflow keeps distribution tied to the latest approved version, whereas Quartzy-3 fits teams that want inventory-linked governance since SDS records stay aligned with chemical context for cleaner, revision-aware internal sharing.

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

Quentic

Revision-aware SDS workflow with linked review states that keep document distribution aligned to the latest approved version.

Best for: Fits when compliance teams run recurring SDS updates with multi-reviewer workflows across sites.

2

Intelex

Editor pick

SDS distribution and approval routing tied to managed chemical records for controlled, facility-aware updates.

Best for: Fits when compliance teams need controlled SDS revision workflows across many facilities.

3

Quartzy

Editor pick

Inventory-linked SDS records that support revision-aware internal document distribution and secondary label generation.

Best for: Fits when chemical teams need SDS database governance plus inventory-linked workflows across multiple facilities.

Comparison Table

1
QuenticBest overall
enterprise
9.2/10
Overall
2
enterprise
8.8/10
Overall
3
8.6/10
Overall
4
8.5/10
Overall
5
vertical specialist
8.3/10
Overall
6
7.8/10
Overall
7
7.4/10
Overall
8
7.0/10
Overall
9
6.8/10
Overall
#1

Quentic

enterprise

EHS management software with chemical management and hazardous substance tracking modules.

9.2/10
Overall
Features9.2/10
Ease of Use9.0/10
Value9.4/10
Standout feature

Revision-aware SDS workflow with linked review states that keep document distribution aligned to the latest approved version.

Quentic supports SDS authoring with revision tracking so teams can maintain document lineage after updates. The system also handles distribution-oriented needs like mobile SDS access and a centralized SDS database for chemical onboarding and ongoing hazard communication. Automation is driven by workflow states rather than ad hoc exports, which helps keep review steps consistent across multiple SDS authors and reviewers.

A notable tradeoff is that Quentic works best when chemical master data and document ownership are defined up front, since workflow accuracy depends on clean inputs. The fit is strongest for compliance teams managing ongoing SDS updates and multi-user reviews, especially when multiple sites need consistent access and consistent revision status.

Pros
  • +Workflow-based SDS revision tracking across authors and reviewers
  • +Centralized SDS database with consistent document distribution
  • +Role-based access supports controlled facility and team usage
  • +Mobile-ready SDS access supports field and warehouse lookups
Cons
  • –Stronger fit for teams with clean chemical ownership data
  • –Advanced configuration takes governance time to set up correctly
  • –Document automation depends on maintaining standardized source inputs
  • –Bulk rework is slower when SDS are loosely structured
Use scenarios
  • EHS compliance teams

    Manage SDS reviews and approvals

    Fewer outdated SDS incidents

  • Regulatory operations teams

    Standardize hazard communication outputs

    More consistent regulatory documentation

Show 2 more scenarios
  • Facility safety coordinators

    Provide mobile SDS retrieval

    Faster access during inspections

    Coordinators retrieve current SDS versions on demand for training and site requests.

  • Document administrators

    Control access across contributors

    Tighter governance over SDS changes

    RBAC permissions help restrict authoring, approval, and publishing actions by role.

Best for: Fits when compliance teams run recurring SDS updates with multi-reviewer workflows across sites.

#2

Intelex

enterprise

EHS and quality management platform with chemical management and SDS tracking capabilities.

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

SDS distribution and approval routing tied to managed chemical records for controlled, facility-aware updates.

Intelex is a governance-focused SDS workflow system that tracks SDS versions and routes approvals so controlled changes reach the right recipients. It supports SDS distribution and mobile access patterns so workers can find the correct document at point of use. The SDS coverage becomes more useful when teams also maintain chemical inventories and manage restricted materials through linked compliance tasks.

A tradeoff appears when SDS content ingestion is inconsistent across sites. Teams with mixed source quality often need a dedicated workflow for SDS PDF parsing and cleanup before revision history stays reliable. Intelex fits when compliance leadership needs consistent revision control across multiple facilities and wants updates to propagate through connected workflows.

Pros
  • +Revision tracking supports controlled SDS release workflows
  • +Integrations help connect SDS records to broader EHS processes
  • +Distribution patterns support site-level access for hazard communication
  • +Workflow routing supports consistent review and approval cycles
Cons
  • –SDS PDF parsing quality depends on source formatting consistency
  • –Multi-site rollout needs clear document ownership and governance
Use scenarios
  • EHS compliance managers

    Coordinate SDS approvals and releases

    Fewer outdated SDS incidents

  • Safety officers at facilities

    Get the right SDS at point

    Faster regulatory readiness

Show 2 more scenarios
  • Chemical inventory owners

    Link SDS updates to inventory

    Reduced manual cross-checking

    Tie hazard documents to the chemical records so changes affect the correct areas.

  • Operations EHS coordinators

    Route SDS changes through stakeholders

    Consistent review outcomes

    Route SDS revision tasks to reviewers based on workflow roles and facility scope.

Best for: Fits when compliance teams need controlled SDS revision workflows across many facilities.

#3

Quartzy

SMB

Laboratory inventory management platform with chemical tracking and SDS access features.

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

Inventory-linked SDS records that support revision-aware internal document distribution and secondary label generation.

Quartzy stores SDS documents in a searchable SDS database and supports authoring workflows for chemical hazard communication.

It pairs SDS records with chemical inventory context so teams can maintain revision history and distribute current documents to internal requesters.

Quartzy also supports secondary labeling generation for controlled goods so labels stay aligned with the underlying SDS content.

Admin controls and workflow configuration target cross-facility coordination instead of single-user document storage.

Pros
  • +SDS records tie to chemical inventory context for cleaner revision workflows
  • +Secondary label generation keeps label content aligned with stored SDS details
  • +Searchable SDS database reduces time spent finding the latest document version
  • +Configurable request and document workflows fit department-level hazard communication processes
Cons
  • –Bulk SDS ingestion and parsing coverage can require manual cleanup for edge formats
  • –API and automation options require implementation discipline for complex hazard communication routing
  • –Document permission granularity can feel coarse for highly segmented facility roles
  • –Translation and multi-language SDS handling can add extra operational steps
Use scenarios
  • Lab safety coordinators

    Maintain SDS records with chemical context

    Quick access to current SDS

  • Procurement and lab managers

    Route purchasing through shared workflows

    Better material purchase traceability

Show 2 more scenarios
  • Researchers and collaborators

    Link reagents to experiment history

    Inputs and results stay connected

    Connect samples and reagents to experiment records and shared documentation for context on inputs.

  • Stockroom and inventory teams

    Track supplies, lots, and expiration

    Inventory status stays up to date

    Maintain centralized inventory records for quantities, locations, expiration dates, and attached SDS documents.

Best for: Fits when chemical teams need SDS database governance plus inventory-linked workflows across multiple facilities.

#4

SDS Manager

SMB

SDS Manager stores, distributes, and tracks safety data sheets for workplace chemical inventories.

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

Revision tracking that ties SDS document updates to chemical records for traceable SDS lifecycle management.

SDS Manager centers SDS authoring, storage, and distribution around revision control for GHS hazard communication workflows. It supports searching and retrieving SDS content tied to chemicals by identifiers and document versions, which helps teams manage updates without losing traceability.

Pros
  • +Revision tracking keeps SDS versions linked to chemical records for audit follow-up
  • +SDS search supports quick retrieval during hazard communication updates
  • +Document distribution workflow supports controlled internal access patterns
  • +CAS and identifier matching reduce manual rework when onboarding chemicals
Cons
  • –Mixture risk assessment workflows are limited compared with SDS systems that compute hazard inputs
  • –Advanced secondary label generation is not as comprehensive as tools dedicated to labeling
  • –Multi-language translation and re-publication workflows need more manual handling for scale
  • –Requires disciplined configuration to keep identifiers consistent across facilities
Use scenarios
  • Chemical safety label teams

    Keep labels consistent with SDS revisions

    More consistent label hazard data

  • EHS and chemical specialists

    Author standardized SDS with reusable language

    Repeatable standardized SDS documents

Show 2 more scenarios
  • Inventory managers and site EHS

    Link SDS versions to stocked chemicals

    Better onsite safety document alignment

    Match SDS versions to substance identities and onsite quantities with storage locations for traceable coverage.

  • Procurement and compliance teams

    Centralize supplier SDS uploads with governance

    Less manual SDS re-entry

    Ingest external SDS submissions and manage them alongside authored documents in a governed repository.

Best for: Fits when compliance teams need revision-controlled SDS storage and controlled distribution across sites.

#5

Chemwatch

vertical specialist

Chemical safety data and SDS management platform providing access to millions of safety data sheets and regulatory information.

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

Revision-tracked SDS publishing with controlled distribution to prevent outdated document circulation across facilities.

Chemwatch is geared toward teams that need to maintain consistent SDS outputs across business units, including tracked revisions and controlled distribution. The workflow supports publishing cycles that reduce the risk of circulating outdated documents. The SDS content and chemical indexing approach is designed to support scale, since users can locate materials by standardized identifiers. Admin controls support operational governance for who can view, update, and circulate SDS materials.

Pros
  • +Structured SDS revision and distribution workflows for document control
  • +Managed reference content reduces rework during SDS updates
  • +Chemical indexing supports faster lookup for compliance teams
  • +Admin governance supports controlled access across sites
Cons
  • –Customization of SDS formatting and logic can be limited by workflow
  • –Effective adoption requires disciplined record setup
  • –Multi-system integration effort can increase implementation time
  • –Complex authoring may feel workflow-heavy for small teams
Use scenarios
  • EHS compliance managers

    Centralized SDS update governance

    Reduced outdated document risk

  • Regulatory affairs teams

    Consistent hazard communication outputs

    More consistent SDS releases

Show 2 more scenarios
  • Multi-site operations EHS

    Cross-facility SDS distribution

    Faster access to current SDS

    Distribute the latest SDS revisions to site users while keeping access controlled.

  • Chemical data stewards

    Material-to-document record maintenance

    Cleaner material-SDS mapping

    Use chemical indexing and record management to connect materials with the correct SDS revisions.

Best for: Fits when compliance teams need controlled SDS publishing and cross-site distribution with consistent revisions.

#6

ERA Environmental Chemical Management

enterprise

ERA Environmental manages chemical inventories, SDS records, waste data, and environmental compliance tasks.

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

SDS revision lifecycle is managed through chemical-centric governance to reduce mismatches during compliance changes.

ERA Environmental Chemical Management centers SDS records around chemical and regulatory context used for environmental compliance workflows. It supports SDS authoring and management with revision control and document distribution for hazard communication needs.

Pros
  • +Chemical-to-SDS lifecycle linking supports faster revision propagation
  • +Document distribution workflow supports controlled SDS access
  • +Revision tracking reduces orphaned SDS copies across teams
  • +Regulatory context is organized to support compliance reporting cycles
Cons
  • –SDS authoring workflows can feel heavier than pure SDS databases
  • –Automation options for ingesting new SDS sources are limited
  • –Advanced hazard analytics require disciplined data setup
  • –Integration depth for downstream systems is not exposed as an API focus
Use scenarios
  • EHS compliance managers

    Maintain SDS versions for inspections

    Reduced compliance deviations

  • Chemical inventory administrators

    Link SDS to labeled chemicals

    Fewer identifier mismatches

Show 2 more scenarios
  • Environmental compliance coordinators

    Govern SDS lifecycle across sites

    Consistent site documentation

    Supports lifecycle governance by tracking SDS updates through controlled revisions and document distribution.

  • Hazard communication teams

    Distribute correct SDS for training

    Improved staff access

    Distributes the right SDS records tied to chemicals to support hazard communication and staff training.

Best for: Fits when compliance programs need chemical lifecycle governance tied to SDS revisions.

#7

Actio Software

SMB

Chemical management software with SDS retrieval, inventory tracking, and reporting workflows.

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

Status-based SDS publishing workflow that couples revision control with approval gating before distribution.

Actio Software targets material safety data sheet management with an authoring and publishing workflow built for compliance teams. Its core value centers on controlled SDS revision history and document distribution so hazardous communication materials stay consistent across locations.

Pros
  • +Revision tracking keeps SDS updates tied to the correct document versions
  • +Authorization workflow reduces the risk of distributing superseded SDS files
  • +Automated distribution steps support consistent handoff across departments
  • +Structured chemical records improve traceability between substance and SDS
Cons
  • –Automations require careful configuration to match internal document lifecycles
  • –Cross-system integrations may need custom mapping for chemical identifiers
  • –PDF ingestion support can be limited for messy or poorly formatted SDS files
  • –Advanced GHS mapping depth may require additional workflow tuning
Use scenarios
  • EHS compliance managers

    Standardize SDS updates across sites

    Fewer compliance discrepancies

  • Regulatory document authors

    Author SDS with structured chemical records

    Accurate substance mapping

Show 2 more scenarios
  • Health and safety coordinators

    Automate status changes and distribution

    Faster document cycles

    Runs repeatable workflows for SDS status updates and distribution steps to multiple recipients.

  • Corporate hazardous materials teams

    Distribute latest SDS versions companywide

    Reduced outdated SDS risk

    Enforces document distribution controls so stakeholders receive current SDS versions.

Best for: Fits when a compliance team needs controlled SDS revision workflows with consistent distribution and review gates.

#8

SafetyStratus Chemical Management

enterprise

SafetyStratus supports chemical inventories, SDS access, approval workflows, and regulatory reporting.

7.0/10
Overall
Features7.0/10
Ease of Use7.0/10
Value7.0/10
Standout feature

Facility activation rules control which SDS versions appear in each location’s SDS distribution portal.

SafetyStratus Chemical Management organizes chemical SDS content and ties each document to chemical identity so teams can publish and distribute the right revision. The workflow supports SDS revision tracking and document updates tied to hazard communication standard obligations.

Pros
  • +SDS revision tracking connects updates to chemical records
  • +Facility-level activation reduces distribution of superseded SDS versions
  • +Document workflow supports review and controlled publishing
  • +Chemical identity indexing helps prevent mismatched SDS assignments
Cons
  • –SDS PDF parsing support is limited for low-quality scanned documents
  • –Batch migration of legacy SDS sets requires careful pre-cleaning
  • –Limited options for secondary label generation customization
  • –Few built-in reporting views for multi-facility compliance snapshots
Use scenarios
  • EHS and compliance teams

    Keep SDS versions aligned to approvals

    Reduced revision and distribution errors

  • Facilities and plant operations

    Control active SDS by site

    Site-accurate SDS availability

Show 2 more scenarios
  • Safety managers and supervisors

    Verify document updates by chemical identity

    Improved chemical hazard traceability

    Links each SDS to chemical identity so hazard communication stays consistent during document changes.

  • Document administrators and librarians

    Reduce manual uploads and mismatches

    Lower manual maintenance workload

    Automates updates tied to change history so SDS distribution follows approvals instead of ad hoc uploads.

Best for: Fits when compliance teams need controlled SDS publishing across multiple facilities with revision history.

#9

HSI SDS Management

SMB

HSI provides digital SDS management and employee access within its workplace safety platform.

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

HSI SDS Management ties revision lifecycle management to SDS distribution control so updated documents follow the same governed path.

HSI SDS Management centralizes SDS authoring, storage, and distribution workflows for chemical compliance teams that manage document revisions alongside hazard communication needs. It supports SDS maintenance with structured links to the underlying SDS record, revision history, and controlled document access.

Pros
  • +Revision tracking keeps SDS updates connected to distribution behavior
  • +Document controls support consistent access for facility and compliance roles
  • +SDS record management reduces duplicated edits across teams
  • +Structured SDS workflows fit ongoing hazard communication administration
Cons
  • –Automation coverage can require configuration work to match internal workflows
  • –Advanced GHS and mixture risk workflows may need external data sources
  • –Multi-language translation workflows can add process overhead
  • –API and integration depth varies by deployment and integration design
Use scenarios
  • EHS compliance coordinators

    Maintain SDS revisions across departments

    Reduced document revision errors

  • Chemical procurement teams

    Distribute SDS to receiving sites

    Faster site readiness

Show 2 more scenarios
  • Regulatory document managers

    Audit revision history for compliance

    Stronger audit documentation

    Links each distributed SDS to its record and revision timeline for traceable audit evidence.

  • Third-party EHS operations

    Standardize SDS workflow across clients

    Consistent cross-client compliance

    Centralizes authoring and distribution so multiple clients get consistent SDS handling and access control.

Best for: Fits when compliance teams need controlled SDS revision workflows with consistent distribution across facilities.

Conclusion

After evaluating 9 material safety data sheet software, Quentic 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
Quentic

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 Material Safety Data Sheet Software

How do Labelmaster SDS and SDS Manager handle SDS revision tracking to prevent outdated PDFs from being distributed?
Labelmaster SDS manages controlled SDS revision workflows by tying SDS content to managed chemical records and pushing updates to affected facilities through controlled distribution. SDS Manager keeps traceability by linking document version updates to chemical records so internal publishing and retrieval stay aligned to the latest revision.
Which tools provide APIs or integration hooks for moving SDS and chemical identifiers into existing EHS and labeling systems?
Intelex supports integrations that extend SDS data into operational compliance processes where chemical records drive downstream tasks. SiteHawk Chemical Management emphasizes integration and data exchange to keep consistent chemical identifiers across authoring, approval, and distribution steps.
How does Quentic support structured authoring workflows for multi-reviewer SDS updates across facilities?
Quentic connects authorship, review, and distribution in one workflow so revision state changes propagate consistently across documents. Administration features use role-based permissions and revision history to control access for teams working on recurring updates.
When does Chemwatch’s revision-tracked publishing workflow typically reduce compliance risk compared with document storage?
Chemwatch’s revision-tracked SDS publishing with controlled distribution is designed to prevent outdated document circulation across facilities by keeping internal publishing aligned to the approved revision. The difference shows up when teams search for SDSs by chemical structure and rely on distribution controls rather than shared file folders.
What breaks if a chemical inventory record is updated without a corresponding SDS linkage update in Quartzy or Actio Software?
In Quartzy, SDS records are maintained with inventory-linked context, so mismatches appear when inventory changes do not trigger revision-aware distribution to internal requesters. In Actio Software, missing linkage between substance variants and SDS content can leave status-based publishing workflows gating approval without ensuring the right SDS version is distributed for each substance.
How do SafetyStratus Chemical Management and HSI SDS Management control which SDS versions appear at the facility level?
SafetyStratus uses facility activation rules so only approved SDS versions appear in each location’s SDS distribution portal. HSI SDS Management ties revision lifecycle management to distribution control so updated documents follow the same governed path for each facility.
Where does SDS parsing automation fall short in SDS databases that are primarily authoring and document control tools like ERA Environmental Chemical Management?
ERA Environmental Chemical Management focuses on chemical and regulatory context for SDS lifecycle governance, so SDS ingestion and parsing automation may not be as central as in SDS-first platforms that normalize content from uploaded PDFs. When teams rely on automated extraction from heterogeneous SDS files, governance-heavy workflows can still require structured entry or preprocessing.
Which tools best support chemical-centric governance workflows where SDS content stays aligned to chemical lifecycle changes?
ERA Environmental Chemical Management ties SDS revisions to chemical lifecycle governance so SDS accuracy stays coupled to chemical-centric operations. SiteHawk Chemical Management also emphasizes inventory-to-SDS linkage so updates propagate across linked chemical records for revision-aware hazard communication.
How should administrators evaluate RBAC and audit logging expectations when configuring Quentic versus Intelex?
Quentic includes role-based permissions and revision history to control access across facilities and reviewer groups during recurring SDS updates. Intelex focuses on controlled distribution and approval routing tied to managed chemical records, so RBAC and audit log depth should be assessed against whether the workflow needs traceability for document state changes across multiple teams.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Material Safety Data Sheet Software

We separate options by how they handle SDS accuracy and change management after import: focus on SDS revision tracking, distribution workflow, and the exactness of metadata fields. Those differences show up fast when you try uploading and updating a real SDS set.

SDS revision tracking

Why it matters

SDS revision tracking prevents teams from using outdated documents and keeps audit trails aligned with what operators actually viewed. It also affects how confidently you can roll out updates across sites.

How to check

Upload an SDS file, then import an updated version and check whether the system links them as a new revision or as a separate unrelated record. Ask the demo to show what changes are recorded and how you can retrieve “latest” vs “historical” versions.

Chemical metadata completeness

Why it matters

Chemical metadata completeness determines whether search, filters, and downstream labels work without manual cleanup. If key fields are missing or inconsistent, retrieval becomes guesswork.

How to check

During the demo, search using multiple identifiers you have in your workflow (like product name variants) and confirm which fields power the match. Import a sample SDS and review which metadata fields populate automatically and which require manual entry.

Fast retrieval from SDS content

Why it matters

Fast retrieval from SDS content matters when staff need the right SDS in minutes, not hours. The best systems reduce wrong-document picks by surfacing relevant records reliably.

How to check

Run searches for several known chemicals using the way your team talks about them, then open the results and verify the SDS shown is the correct one and the correct revision. Ask whether the tool can search across uploaded text and not just stored metadata.

Distribution workflow control

Why it matters

Distribution workflow control ensures new or revised SDS reach the people who need them, and that access is consistent. Without it, you get “downloaded once” behavior that breaks later updates.

How to check

Show a process where an SDS revision becomes available to a user group. Check whether you can track who accessed what, and whether users are routed to the latest revision automatically or receive a notification you can configure.

SDS import and format handling

Why it matters

SDS import and format handling determines whether the tool turns real-world SDS files into usable records. Formatting quirks and scanned pages can cause incomplete fields or failed updates.

How to check

Import a mix of SDS PDFs from your sources (including ones with tables and ones that look scanned) and confirm what the system extracts. Ask the demo to report any extraction gaps and show what manual correction looks like.

Admin governance and audit logs

Why it matters

Admin governance and audit logs support accountability when documents change and users access sensitive chemical info. It also helps you control who can upload, edit, or approve SDS records.

How to check

Request an admin view that shows roles, edit permissions, and an audit trail for imports and revisions. On the demo, have a non-admin attempt an edit and confirm it’s blocked and logged.

Red flags

  • Revisions appear as new unrelated records instead of an update history
  • Search returns the right chemical name but the wrong document version
  • Admin actions and SDS updates are not auditable by time and user

Fit by situation

  • If you manage frequent SDS updates across teams, prioritize SDS revision tracking.
  • If staff rely on quick lookups during work, prioritize Fast retrieval from SDS content.
  • If multiple users upload or edit SDS, prioritize Admin governance and audit logs.
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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