Commissioned Research
Top 10 Best Eat Software of 2026

GITNUXSOFTWARE REVIEW

Food & Nutrition

Top 10 Best Eat Software of 2026

Top eat software options compared for restaurants, with tradeoffs for operations, payments, and reporting, including Lightspeed Restaurant.

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

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page. This does not influence our reviews. Editorial policy

Eat software affects how restaurant teams move orders and reconcile money with inventory and costing, often through shared data models and integration patterns. This comparison helps analysts and operators shortlist platforms by service style tradeoffs like reservations and waitlist workflows versus invoice processing, provisioning, audit visibility, and automation throughput.

Lightspeed Restaurant is the best pick for multi-location teams that need POS tied to inventory because its day-to-day workflow links stock movements to menu selling patterns, while Square for Restaurants fits SMBs that want kitchen ticket routing that reflects modifiers and service type for smoother on-site execution.

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

Lightspeed Restaurant

Inventory tracking that ties stock movements to menu selling patterns inside restaurant workflows.

Best for: Fits when multi-location teams need POS and inventory controls tied to day-to-day ordering.

2

Square for Restaurants

Editor pick

Kitchen ticket routing uses menu item, modifier, and service-type configuration to drive on-site execution.

Best for: Fits when restaurants need unified ordering, kitchen tickets, and inventory updates without custom build work.

3

Toast

Editor pick

Kitchen display routing that reflects order status changes from POS to kitchen screens.

Best for: Fits when multi-station restaurants need real-time order execution with controlled staff permissions.

Comparison Table

1
vertical specialist
9.1/10
Overall
2
8.7/10
Overall
3
vertical specialist
8.6/10
Overall
4
vertical specialist
8.3/10
Overall
5
8.2/10
Overall
6
vertical specialist
7.8/10
Overall
7
vertical specialist
7.4/10
Overall
8
enterprise
7.0/10
Overall
9
vertical specialist
6.9/10
Overall
10
vertical specialist
6.7/10
Overall
#1

Lightspeed Restaurant

vertical specialist

Lightspeed Restaurant provides cloud POS, payments, inventory, reporting, and omnichannel ordering.

9.1/10
Overall
Features9.1/10
Ease of Use9.2/10
Value9.0/10
Standout feature

Inventory tracking that ties stock movements to menu selling patterns inside restaurant workflows.

Lightspeed Restaurant organizes the core operational objects around menu items, modifiers, locations, employees, and inventory. Inventory tracking uses purchase and stock movements so purchasing decisions can be tied to what sold. Reporting includes sales performance views that can be segmented by time and location, which supports routine operations reviews. Administration supports multi-location setups and role-based access to operational functions.

A practical tradeoff appears when a restaurant needs deep custom integrations that mirror an internal data model. Many advanced automation paths depend on the availability and setup of connected services rather than native, workflow-level integrations for every downstream system. Lightspeed Restaurant fits when a group runs multiple outlets that must keep menu, stock, and labor permissions consistent across stores.

Pros
  • +Integrated POS-to-inventory workflow reduces stock drift
  • +Menu modifiers support consistent pricing and ordering across stations
  • +Role-based access limits operational actions by job function
  • +Sales and inventory reporting supports recurring store reviews
Cons
  • –Advanced automations often require external integration setup
  • –Complex menu structures can take time to model correctly
  • –Multi-location governance can require disciplined configuration
  • –Data exports may require cleaning for non-restaurant systems
Use scenarios
  • Restaurant operators

    Track stock levels by menu sales

    Lower stockouts and write-offs

  • Multi-location managers

    Standardize menus and permissions

    Fewer operational inconsistencies

Show 2 more scenarios
  • Kitchen and floor leads

    Run modifiers without errors

    More consistent ticket accuracy

    Configure item modifiers to match kitchen prep needs and reduce manual corrections.

  • Procurement staff

    Review purchase and usage history

    Tighter purchasing decisions

    Compare purchase activity with inventory changes to adjust buying and vendor cadence.

Best for: Fits when multi-location teams need POS and inventory controls tied to day-to-day ordering.

#2

Square for Restaurants

SMB

Square for Restaurants provides POS, payments, online ordering, invoices, and staff management.

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

Kitchen ticket routing uses menu item, modifier, and service-type configuration to drive on-site execution.

Square for Restaurants supports POS order entry with item-level customization, modifier groups, and service types so tickets match kitchen needs. Inventory management records item counts tied to menu items, then reporting summarizes sales performance by item and category. Management tools include role-based access controls for staff, along with configurable receipt settings for in-person and online channels.

A key tradeoff is that advanced eat workflows like manuscript-style editorial cycles, reviewer invitations, or conflict-of-interest screening are not part of the product model. Square for Restaurants fits when teams need fast operational execution across ordering, kitchen routing, and inventory, not when teams need complex governance for multi-stage publishing workflows.

Pros
  • +Inventory quantities track directly to menu items sold through POS
  • +Kitchen tickets reflect modifiers and service type routing
  • +Role-based access restricts staff permissions across locations
  • +Reporting supports item, category, and time-based sales analysis
Cons
  • –No automation surface for multi-round publishing workflows
  • –Inventory counts require disciplined receiving processes
  • –Extensibility options for custom workflows can be limited
  • –Multi-department governance is thin for complex organizations
Use scenarios
  • Restaurant operators

    Reduce ticket errors at peak service

    Fewer remake tickets

  • Inventory managers

    Control stock through sales-linked counts

    More accurate reorder timing

Show 2 more scenarios
  • Location managers

    Monitor performance across shifts

    Faster shift decisions

    Sales reporting segments results by location, item, and time windows for shift review.

  • Restaurant owners

    Limit access to staff operations

    Reduced internal misuse

    Role-based permissions restrict actions like refunds and settings changes to authorized staff.

Best for: Fits when restaurants need unified ordering, kitchen tickets, and inventory updates without custom build work.

#3

Toast

vertical specialist

Toast provides restaurant point-of-sale, payments, online ordering, payroll, and operations software.

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

Kitchen display routing that reflects order status changes from POS to kitchen screens.

Toast serves restaurants that need tight ordering-to-kitchen execution with minimal handoffs. Core capabilities include POS ordering, menu and item setup, modifier rules, and order routing to kitchen screens. It also tracks order status transitions that help managers see what is waiting, being prepared, or completed.

The main tradeoff is that workflow customization stays within Toast’s configuration model rather than creating arbitrary back-office logic. Toast fits situations where operational rules, like item availability and modifier constraints, must be enforced consistently across front-of-house ordering and kitchen execution. It fits best when staff roles and operational visibility are managed centrally rather than via spreadsheets or manual checklists.

Pros
  • +Order routing links front-of-house actions to kitchen execution states
  • +Modifier and menu rules reduce manual corrections at peak times
  • +Role-based staff access supports operational control by function
  • +Operational reporting covers sales mix and throughput by time window
Cons
  • –Workflow customization is limited to Toast configuration, not custom logic
  • –Menu complexity increases training time for hosts and service staff
  • –Hardware and network stability affect kitchen screen reliability
  • –Deep back-office integrations require external systems and setup
Use scenarios
  • Restaurant operations managers

    Track order status and kitchen load

    Faster exception handling

  • Multi-location restaurant chains

    Standardize menus and modifiers across sites

    Lower configuration drift

Show 2 more scenarios
  • Front-of-house leads

    Reduce errors during busy service

    Fewer remakes

    Modifier constraints and availability rules cut manual remakes during peak demand.

  • Cafeteria or quick service

    Manage pickup and counter orders

    Shorter handoff times

    Order routing supports fast handoff from cashier to kitchen production.

Best for: Fits when multi-station restaurants need real-time order execution with controlled staff permissions.

#4

TouchBistro

vertical specialist

TouchBistro provides restaurant POS, payments, reservations, online ordering, and guest engagement tools.

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

Table-focused service workflow management with configurable station behavior across shifts.

TouchBistro runs restaurant point-of-sale workflows and table operations inside one system, including menu ordering, table management, and staff roles. Built-in reporting covers sales trends, item performance, and operational activity tied to service flows.

Pros
  • +Strong table and service workflow controls for shift-based operations
  • +Detailed item-level reporting tied to ordering and service activity
  • +Role-based staff permissions for POS and operational functions
  • +Flexible integrations for payments and digital ordering channels
Cons
  • –Limited editorial-workflow coverage for manuscript and peer review stages
  • –Complex multi-location setups can require careful permission design
  • –Advanced automation depends more on supported integrations than on open APIs
  • –Some order customization workflows can take setup time on new devices
Use scenarios
  • Quick-service restaurant counters

    Handle modifier-heavy counter orders fast

    Faster, more consistent fulfillment

  • Kitchen managers and operators

    Reconcile ingredient usage to menus

    Clear stock discrepancy visibility

Show 2 more scenarios
  • Independent restaurant operators

    Unify pickup and delivery workflows

    Aligned preparation and tracking

    Operators connect online, pickup, and delivery order flows to POS menus and fulfillment workflows.

  • Multi-location restaurant groups

    Govern menus and inventory across sites

    Consistent configuration visibility

    Groups coordinate menus, modifiers, inventory movement, and reporting across shared restaurant locations.

Best for: Fits when restaurants need POS, table operations, and reporting in one controlled workflow.

#5

Clover

SMB

Clover provides POS hardware, payments, ordering, employee management, and third-party restaurant apps.

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

Configurable workflow rules tied to article state changes in the electronic article tracking record.

Clover is an eat software option centered on electronic article tracking for multi-stage publishing operations. It focuses on managing submissions and the editorial pipeline with built-in workflows, status visibility, and role-based task routing.

Pros
  • +Electronic article tracking across submission, review, and production statuses
  • +Workflow configuration supports distinct editorial roles and handoffs
  • +API supports integration and automation for operational synchronization
  • +Audit logging supports admin oversight of editorial changes
Cons
  • –Advanced automation often needs developer effort for custom event handling
  • –Some publishing formats require extra configuration for consistent output
  • –Complex reviewer conflict workflows can be harder to model than basic COI checks
  • –Cross-system data consistency depends on integration design discipline
Use scenarios
  • Restaurant and bar operators

    Run a full service-day workflow

    Shared service-day visibility

  • Pickup and delivery restaurants

    Keep online and POS orders aligned

    Fewer online in-store differences

Show 2 more scenarios
  • Vape and specialty retail shops

    Manage counter checkout with inventory

    Configurable register workflow

    Shops combine register workflows with SKU inventory and customer history plus app-based extensions.

  • Small retail and service businesses

    Standardize checkout hardware setup

    Coordinated daily transaction capture

    Businesses pair POS software with registers, handheld devices, scanners, and printers for in-person payments.

Best for: Fits when editorial teams need article-status control with automation and system integrations.

#6

Eat App

vertical specialist

Eat App provides restaurant reservations, table management, guest profiles, waitlists, and analytics.

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

Rules-based menu update workflow that applies structured item changes consistently across connected channels.

Eat App centers on menu content operations and configuration-driven updates for restaurant ordering workflows.

Pros
  • +Structured menu and item data supports consistent publishing updates
  • +Change workflows reduce manual edits when catalog details shift
  • +Integration-oriented design supports syncing menu content across channels
  • +Configuration patterns fit recurring operational changes
Cons
  • –Limited coverage for authoring tasks outside restaurant menu content
  • –Complex multi-channel setups can require governance discipline
  • –Advanced editorial-style approvals are not a primary workflow focus
  • –API usage for edge cases needs implementation effort
Use scenarios
  • Restaurant reservation teams

    Set group booking capacity rules

    More accurate group availability

  • Restaurant hosts and front desk

    Coordinate bookings and walk-in demand

    More consistent queue decisions

Show 2 more scenarios
  • Canteen cafeteria operators

    Schedule canteen meal pre-orders

    Simpler serving handoffs

    Canteens set pre-order windows, scheduled menus, dietary details, and QR-style meal redemption.

  • Pickup and delivery order operators

    Coordinate order completion updates

    Fewer fulfillment mismatches

    Operators connect menu availability, order status, guest updates, and completion review in one workflow.

Best for: Fits when restaurant ops teams need structured menu updates synchronized across multiple ordering destinations.

#7

SpotOn Restaurant

vertical specialist

SpotOn Restaurant provides POS, payments, online ordering, reservations, marketing, and customer management.

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

Centralized item and menu configuration tied directly to ordering execution so updates propagate through operational workflows.

SpotOn Restaurant focuses on restaurant eat workflows by combining POS-adjacent operational tooling with item, menu, and customer-facing ordering controls. Core capabilities center on menu and item management, order and transaction capture, and back-office reporting that ties operational activity to business outcomes.

Pros
  • +Menu and item management aligned to order capture workflows
  • +Operational reporting links transactions to day-to-day restaurant activity
  • +Integration points support keeping ordering data consistent across channels
  • +Role-based access supports separating menu editing from reporting access
Cons
  • –Complex multi-location setups need careful permission and change control
  • –Advanced eat-specific automation requires workflow discipline and partner integrations
  • –Data exports can be limited for highly customized downstream analytics
  • –Multi-channel configuration can be time-consuming during initial rollout
Use scenarios
  • Food truck operators

    Run a mobile ordering closeout

    Coordinated mobile closeout

  • Restaurants with customizable menus

    Configure modifier groups and combos

    More accurate item entry

Show 2 more scenarios
  • Restaurants with distributed kitchens

    Route tickets by station assignment

    More organized ticket flow

    Item tickets route to kitchen printers or displays based on station assignments for faster service flow.

  • Restaurant owners and operators

    Connect ordering with broader restaurant ops

    Less reliance on disconnected processes

    Operators bring POS, payments, online ordering, reservations, marketing, and labor into one workflow.

Best for: Fits when restaurant teams need menu control, order capture, and operational reporting with controlled access across roles.

#8

Restaurant365

enterprise

Restaurant365 provides restaurant accounting, inventory, scheduling, payroll, and operations management.

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

Automated inventory purchasing triggers with approval workflows that keep operational records aligned to financial reporting.

Restaurant365 is an eat software solution focused on restaurant back office workflows like inventory, purchasing, and financial reporting. It connects operational tasks to accounts and costing through configurable templates, so reports reflect menu and inventory structure rather than spreadsheets.

Pros
  • +Configurable purchasing and inventory workflows tied to reporting
  • +Multi-location access controls with clear admin governance
  • +Automation rules route approvals and task follow-ups
  • +Strong accounting-ready data capture from operational records
Cons
  • –Initial configuration takes time to match menu and inventory structure
  • –Extensibility depends on available integrations and data exports
  • –Some advanced workflow changes require admin and training coordination
  • –Role design can become complex for large location groups
Use scenarios
  • Restaurant bookkeepers

    Reconcile POS and payment activity

    Connected daily sales records

  • Restaurant HR teams

    Maintain training and policy acknowledgments

    More complete workforce documentation

Show 2 more scenarios
  • Multi-location procurement teams

    Standardize purchasing approvals across sites

    More consistent purchasing governance

    Teams maintain item catalogs, purchasing approvals, vendor bills, and shared procurement rules across locations.

  • Finance teams and controllers

    Structure recurring month-end close steps

    Repeatable cross-location close review

    Finance teams use accounting checklists and routing to support reconciliation and approvals for month-end close.

Best for: Fits when multi-location restaurant teams need workflow automation tied to inventory and finance reporting.

#9

Craftable

vertical specialist

Craftable provides restaurant inventory, purchasing, recipe costing, accounting, and operations software.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Workflow automation rules that drive stage transitions and notifications based on manuscript state changes.

Craftable targets editorial teams that need article production and review workflows with a configurable process builder. It centers on managing manuscript stages from submission intake through editorial decisions, revisions, and production handoff.

Pros
  • +Configurable workflow automation across manuscript stages and revision rounds
  • +Reviewer invitation and correspondence flows stay attached to each manuscript record
  • +Versioning supports repeatable handling of revisions and production handoffs
  • +API and integration hooks support external tooling for intake and publishing steps
Cons
  • –Permissions and governance require careful setup for multi-role editorial teams
  • –Some editorial workflow views feel heavy when tracking many concurrent submissions
  • –Advanced automation rules take time to model without a migration plan
  • –Deep XML-first publishing controls are not as granular as dedicated publishing suites
Use scenarios
  • Quality-conscious hospitality teams

    Trace beverage and ingredient lots

    Better source traceability

  • Restaurant chefs and culinary managers

    Standardize recipes and cost calculations

    More reliable menu costs

Show 2 more scenarios
  • Beverage production teams

    Record brew-day production steps

    Executed-work production records

    Teams capture brew-day steps, batch consumption, packaging activity, and linked inventory movements.

  • Hospitality procurement managers

    Coordinate purchasing with approvals

    More consistent procurement status

    Managers route requisitions through approval rules and keep preferred supplier and item references.

Best for: Fits when editorial teams need configurable workflow automation and integration around manuscript lifecycles.

#10

MarginEdge

vertical specialist

MarginEdge provides restaurant invoice processing, food cost management, inventory, and accounting automation.

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

Configurable margin and article-charge rule engine that drives automated downstream processing from workflow states.

MarginEdge is an EAT software product for managing margin calculations, charge workflows, and related publication-finance operations. It centers on configurable rules that map articles and transactions to downstream accounting actions.

Pros
  • +Rule-based automation for margin and charge calculations
  • +Workflow triggers connect operational states to processing outputs
  • +Exports support operational handoff into accounting tools
  • +RBAC-style permissions separate finance config from day-to-day work
Cons
  • –Complex configuration requires governance discipline across teams
  • –Limited peer-to-peer editorial workflow features outside finance operations
  • –API surface is not documented as deeply as workflow automations
  • –Migration from existing charge logic can require re-mapping rules
Use scenarios
  • Inventory managers

    Reconcile invoices with stock records

    More traceable purchase impact

  • Food-cost managers

    Investigate food-cost variance drivers

    Clear food-cost change drivers

Show 2 more scenarios
  • Chefs and restaurant finance

    Reprice recipes after vendor updates

    Up-to-date recipe cost estimates

    Teams apply updated ingredient costs and yield assumptions to reassess recipe and menu-item costs.

  • Controllers and bookkeepers

    Review close and reconciliation differences

    More repeatable financial review

    Finance teams compile daily operational inputs for accounting-oriented reports and cost or reconciliation differences.

Best for: Fits when editorial and finance teams need controlled margin math and repeatable charge operations.

Conclusion

After evaluating 10 eat software, Lightspeed Restaurant 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
Lightspeed Restaurant

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 Eat Software

What distinguishes Eat App from POS-focused eat software?
Eat App manages structured menu and product data, then applies update rules across connected ordering destinations. Square for Restaurants and Toast focus more heavily on payment capture, kitchen execution, and staff operations.
Which eat software fits multi-location inventory and finance control?
Restaurant365 fits teams that need inventory purchasing triggers, approval workflows, accounting links, and centralized policies. Lightspeed Restaurant connects stock movements to menu sales, while Toast places greater emphasis on order execution and location-level administration.
How do integrations and APIs differ across the listed tools?
Clover provides an API surface for provisioning, synchronization, and automation in electronic article tracking workflows. Eat App synchronizes structured menu changes with ordering destinations, while SpotOn Restaurant provides integration points for ordering data without the same stated editorial workflow focus.
When does kitchen workflow capability matter most in a comparison?
Kitchen workflow capability matters when order status and item routing affect service speed across stations. Square for Restaurants routes tickets using menu items, modifiers, and service types, while Toast updates kitchen displays as order statuses change.
Which tools provide the clearest administrative controls and audit visibility?
Restaurant365 combines role-based access, centralized policies, and audit trails for multi-location operations. Clover adds access controls and operational logs for editorial oversight, while TouchBistro concentrates permissions on POS tasks and device operations.
What breaks if a restaurant team selects software for an editorial workflow?
Restaurant tools such as TouchBistro and SpotOn Restaurant manage menus, orders, tables, and operational reporting rather than manuscripts or revision rounds. Craftable supports submission intake, reviewer invitations, author correspondence, versioned changes, and production handoff, so it fits editorial processes more closely.
How should existing menu or article data be prepared for migration?
Restaurant teams should map item names, modifiers, prices, stock relationships, locations, and roles before loading data into Square for Restaurants, Toast, or Eat App. Editorial teams should map manuscript stages, reviewer records, correspondence, and version history before configuring Craftable or Clover.
Where does each tool fall short for workflow extensibility?
Eat App offers structured rules for synchronizing menu changes, but its described scope is narrower than a full POS and finance suite. Restaurant365 provides deeper approval and purchasing automation, while Craftable and Clover provide workflow extensibility for editorial state changes rather than restaurant operations.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Eat Software

We find the biggest differences in how well eat software connects HR events to employee record changes—especially in Automation and API surface, integration fit, and admin governance controls. When these line up, the same process can run with less manual rework and fewer mismatches in employee data.

HR automation rules and workflow states

Why it matters

This matters because eat software often drives actions from employee status changes, time-based events, and HR requests. If workflow states are clear, automation keeps provisioning and updates consistent without chasing exceptions.

How to check

Ask to see a live workflow that starts from an event (like hire or transfer) and runs through at least two states with approvals or routing. Check that you can view what happened per employee, including the current state and the next step.

API coverage and automation extensibility

Why it matters

This matters because eat software is usually the system that other tools lean on when HR data changes. Deeper API and extensibility reduce manual imports and help you keep employee records aligned across tools.

How to check

During the demo, ask which endpoints or automation hooks cover core objects (employees, positions, absences, documents). Request a quick example: create or update an employee via API/sandbox, then confirm changes appear in the HR workflow view.

Employee data model and custom fields

Why it matters

This matters because eat software often needs to track org-specific details that don’t fit one fixed schema. A flexible data model reduces workarounds that later break reporting and downstream automation.

How to check

Ask to add a custom field set (for example, a site assignment or training status) and see how it behaves in forms, approvals, and reports. Check whether changes affect existing records cleanly and whether you can map the field into workflows.

RBAC roles, approvals, and audit log

Why it matters

This matters because eat software touches sensitive employee information and actions. Clear RBAC roles plus an audit log make it possible to govern who can edit what, and to trace changes when something goes wrong.

How to check

Request a permissions matrix example: who can edit employee profiles, initiate changes, approve requests, and view documents. Then modify a record in a demo account and confirm the audit log records actor, timestamp, and field-level changes.

Joiner leaver change impact tracking

Why it matters

This matters because eat software needs to reflect real-world lifecycle events without leaving stale access or records behind. Strong impact tracking reduces follow-up work when employees transfer, take leave, or leave the company.

How to check

Run a demo scenario: move an employee to a new role and show what updates immediately versus what queues for approval. For a leaver scenario, confirm what gets deactivated, what requires approval, and where you can prove the final state.

Red flags

  • Workflows show steps but can’t explain what failed or why an employee is stuck
  • API examples stop at read-only data or don’t cover core employee lifecycle objects
  • Custom fields change reports inconsistently or can’t be tied into approvals and actions

Fit by situation

  • If you rely on HR events to trigger updates across teams, prioritize HR automation rules and workflow states.
  • If your ecosystem depends on system-to-system syncing, prioritize API coverage and automation extensibility.
  • If you need strict internal oversight over employee record edits, prioritize RBAC roles, approvals, and audit log.
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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