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Top 10 Best Bakery Billing Software of 2026

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Consumer Retail

Top 10 Best Bakery Billing Software of 2026

Compare bakery billing software options for bakeries, including how Loyverse, FlexiBake, and Square Invoices fit billing needs and workflows.

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

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

02Source Research

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

Read our full methodology →

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

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Bakery billing software connects POS invoices with inventory control and production order tracking so operators can keep stock, recipes, and customer charges aligned. This comparison helps teams weigh configuration effort, API and integration options, and reporting depth when choosing between restaurant-style POS billing and bakery-focused ERP workflows such as FlexiBake.

Loyverse is the best choice for small bakeries that need billing tied to accurate stock on hand, since offline-capable POS sessions keep sales entry flowing and then sync batch, expiry, and ledgers when you’re back online, while FlexiBake fits multi-location teams because batch consumption rules generate billing and kitchen documents from the same production setup.

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

Loyverse

Offline-capable POS sessions preserve sales entry and later sync to inventory and ledgers.

Best for: Fits when small bakeries need inventory accuracy at the counter with batch dates.

2

FlexiBake

Editor pick

Batch consumption rules drive billing documents and kitchen lists from the same production planning configuration.

Best for: Fits when bakery teams need batch-accurate billing and kitchen documents across multi-location operations.

3

Square Invoices

Editor pick

Invoice-to-payment flow that leverages Square customer records and payment collection in one workflow.

Best for: Fits when bakeries need quick, repeatable invoicing tied to Square customer and payments.

Comparison Table

1
LoyverseBest overall
SMB
9.2/10
Overall
2
vertical specialist
8.8/10
Overall
3
8.6/10
Overall
4
enterprise
8.3/10
Overall
5
vertical specialist
8.0/10
Overall
6
7.7/10
Overall
7
7.4/10
Overall
8
vertical specialist
7.3/10
Overall
9
6.8/10
Overall
10
6.7/10
Overall
#1

Loyverse

SMB

Cloud point-of-sale software with inventory, loyalty, employee, and sales reporting tools.

9.2/10
Overall
Features9.2/10
Ease of Use9.3/10
Value9.1/10
Standout feature

Offline-capable POS sessions preserve sales entry and later sync to inventory and ledgers.

Loyverse is a strong fit for bakeries that want end-to-end control from receiving through sales using barcode-driven workflows and batch and expiry handling for ingredients and finished goods. Inventory movements can be tied to sales and purchases so stock levels stay aligned with daily production output. Administration supports multi-location operation and role-based access so staff can be constrained to register or back-office tasks.

A key tradeoff is limited native coverage for recipe costing, production scheduling, bake-list generation, and allergen and food-label printing workflows. Loyverse works best when the bakery workflow is simplified into purchasable ingredients and sellable SKUs with batch dates, while production planning stays outside the system. It also fits teams that need reliable counter throughput and offline transaction entry during internet interruptions.

Pros
  • +Batch and expiry tracking links ingredient lots to sales SKUs
  • +Barcode scanning speeds receiving and register item entry
  • +Offline-capable transactions keep sales running during connectivity loss
  • +Role-based access supports separation between cash handling and admin tasks
Cons
  • –Recipe costing and batch costing for production are limited
  • –Allergen and nutrition-label printing workflows are not native end-to-end
  • –Production scheduling and bake-list generation require external processes
  • –API and automation depth is thinner than ERP-style systems
Use scenarios
  • Bakery owners

    Track ingredient lots through sales

    Fewer stock and compliance mistakes

  • Store managers

    Run multi-location inventory counts

    More accurate location on-hand

Show 1 more scenario
  • Front-of-house staff

    Handle peak-hour register throughput offline

    Faster service during outages

    Offline transaction entry reduces downtime and later synchronization restores system totals.

Best for: Fits when small bakeries need inventory accuracy at the counter with batch dates.

#2

FlexiBake

vertical specialist

Bakery ERP software covering sales, production, inventory, and financial workflows.

8.8/10
Overall
Features8.8/10
Ease of Use8.9/10
Value8.7/10
Standout feature

Batch consumption rules drive billing documents and kitchen lists from the same production planning configuration.

FlexiBake is built around bakery operations where sales orders map to planned production runs and batch outputs. It handles lot-level ingredient consumption and ties those inputs to fulfillment documents used by retail counter staff and wholesale coordinators. The integration surface is designed for accounting-system export and POS synchronization, which reduces manual re-keying during close.

A notable tradeoff is that tight menu-to-batch configuration requires disciplined item, recipe, and unit-of-measure setup before high-volume shifts. It fits best when teams run recurring bake cycles and need billing documents to reflect batch constraints rather than generic inventory depletion.

Pros
  • +Batch-driven billing aligns invoices with planned production runs
  • +API integrations support POS sync and accounting exports
  • +Lot and expiry visibility improves traceable inventory usage
  • +Kitchen-facing bake-list generation reduces handoff errors
Cons
  • –Configuration workload rises with complex recipes and unit conversions
  • –Advanced workflows depend on setup of consistent item and recipe hierarchies
  • –Multi-location inventory requires careful stock transfer rules
  • –Reporting depth for edge cases can lag behind operational processes
Use scenarios
  • Ops managers

    Manage bake-cycle billing accuracy

    Fewer billing reworks

  • Accounting teams

    Reconcile POS sales into ledgers

    Less manual adjustment

Show 2 more scenarios
  • Inventory controllers

    Track lot usage across locations

    Better traceability

    Lot-level consumption rules help connect ingredient availability to production runs.

  • Wholesale coordinators

    Bill recurring scheduled orders

    Fewer fulfillment issues

    Wholesale order entry ties delivery quantities to planned batches and reduces shortages.

Best for: Fits when bakery teams need batch-accurate billing and kitchen documents across multi-location operations.

#3

Square Invoices

SMB

Invoicing software for creating estimates, sending invoices, and accepting payments.

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

Invoice-to-payment flow that leverages Square customer records and payment collection in one workflow.

Square Invoices fits bakeries that already use Square for retail sales, because invoice sending and payment collection can reuse the same customer records and payment capability. The data model centers on customer profiles, invoice line items, and invoice status tracking rather than deep accounting workflows. Square’s ecosystem integration is the core capability, because it reduces manual re-entry when invoice totals align with retail transactions.

A tradeoff is weaker support for bakery-specific billing constructs like batch or expiry driven line-level invoicing, which limits use when invoices must mirror production lots and allergen or label metadata. Square Invoices works well when a bakery needs to invoice deliveries, wholesale orders, or repeat service engagements where payment is expected soon after sending.

Pros
  • +Tight Square payments integration for faster invoice payment collection
  • +Reuse of customer records reduces invoice re-entry
  • +Clear invoice statuses for follow-up workflow
  • +Good fit for small teams needing quick invoice creation
Cons
  • –Limited bakery lot or batch driven invoice line modeling
  • –Accounting export depth can be constrained versus dedicated invoicing suites
  • –Multi-location invoicing controls are not as granular as enterprise tools
  • –Advanced customization of invoice documents can be limited
Use scenarios
  • Bake shop sales managers

    Send delivery invoices to repeat buyers

    Fewer delays between delivery and payment

  • Wholesale coordinators

    Invoicing for periodic retail supply

    More consistent month-end billing

Show 1 more scenario
  • Independent bakery operators

    Mobile invoicing for catering pickup

    Faster cash collection

    Operators can generate and send invoices while working with customers and collect immediately when needed.

Best for: Fits when bakeries need quick, repeatable invoicing tied to Square customer and payments.

#4

Toast

enterprise

Restaurant point-of-sale software with payments, online ordering, inventory, and reporting.

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

Toast Kitchen and operational workflows keep ticket status tied to payments and customer records across the store.

Toast is a bakery billing and POS system with strong support for menu-driven service workflows and built-in store operations. It handles item-level sales, modifiers, and receipt flows while tying transactions to customer data and payments.

Pros
  • +Menu and modifier structure maps cleanly to bakery order line items
  • +Kitchen-facing workflow tools reduce rekeying between front and back
  • +Customer and payment flows stay attached to each sale record
  • +Integration options cover ordering, accounting exports, and operational systems
Cons
  • –Bakery-specific costing and lot workflows need careful setup discipline
  • –Recipe costing depth and batch expiry visibility can lag specialized bakery tools
  • –Multi-location inventory policies may require manual governance to stay consistent
  • –All required back-office mappings depend on consistent item and unit setup
Use scenarios
  • Multi-location bakery groups

    Standardize menus and modifier rules

    More consistent menus

  • Counter-service bakery teams

    Run fast modifier-heavy ordering

    Fewer ordering ambiguities

Show 2 more scenarios
  • Restaurant-style managers

    Administer labor and tips

    More controlled staffing

    Manage staff roles and shift workflows while handling tips and operational staffing requirements from the POS.

  • Bakery delivery and pickup operators

    Connect digital orders to prep workflows

    Less separation between channels

    Link off-premise ordering channels to in-store menu definitions and kitchen preparation activity so work stays connected.

Best for: Fits when bakeries need POS-first billing with strong workflow consistency and integration-based extensions.

#5

BakeSmart

vertical specialist

Bakery management software with point-of-sale, production planning, and customer order management.

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

Batch consumption flows from recipe and production planning into customer invoices without manual quantity stitching.

BakeSmart focuses on bakery billing workflows that start with recipe and ingredient inputs and end with customer-facing billing documents. The product can generate bake lists and prep sheets, then connect the quantities produced to what gets invoiced. It also manages inventory movement at batch or lot level so ingredient consumption aligns with what was actually produced and served.

Pros
  • +Bakes lists and prep sheets tie directly to invoicing quantities
  • +Lot-aware inventory movement aligns billing with actual production
  • +Multi-location workflows reduce rekeying across sites
  • +Label data outputs stay connected to recipe inputs
Cons
  • –Accurate results depend on disciplined recipe and unit setup
  • –Some POS and payment integrations require tighter operational alignment
Use scenarios
  • Production managers

    Generate bake lists from recipes

    Faster closeout reconciliation

  • Accounting teams

    Issue invoices tied to batches

    Reduced billing disputes

Show 1 more scenario
  • Operations leaders

    Run consistent billing across locations

    Lower cross-site errors

    Location-specific production inputs map to separate billing runs with shared recipe structure.

Best for: Fits when multi-location bakeries need batch-accurate bills from recipe-driven production.

#6

TouchBistro

SMB

Restaurant point-of-sale software with payments, loyalty, inventory, and customer management.

7.7/10
Overall
Features7.7/10
Ease of Use7.7/10
Value7.7/10
Standout feature

API-driven integration surface that connects TouchBistro order and transaction data to external back-office systems.

TouchBistro is a restaurant POS that some bakeries use as a billing backbone for counter service and in-store pickup. It centralizes menu setup, discounts, and tax handling, then drives order capture through its point-of-sale workflow.

Pros
  • +Fast ticket flow for counter sales and quick order edits
  • +Granular tax configuration and discount controls on individual transactions
  • +Extensible integration options via API for external systems
  • +Strong multi-terminal usability for busy service environments
Cons
  • –Limited native bakery inventory depth for batch and expiry workflows
  • –Recipe costing and lot tracking require external processes or integrations
  • –Food-label and nutrition-label data formatting is not its primary focus
  • –Complex bakery back-office setups can require custom integration effort
Use scenarios
  • Stationed bakery production teams

    Dispatch tickets to prep stations

    Fewer handoff errors

  • Table and counter service staff

    Capture orders with tablets

    Faster order capture

Show 2 more scenarios
  • High-throughput counter teams

    Run modifier-driven counter billing

    More consistent fulfillment

    Process structured counter sales with receipt handling and kitchen ticket routing built for busy throughput.

  • Multi-location bakery operators

    Coordinate shared menu operations

    More consistent configuration

    Coordinate menus and modifiers across locations while maintaining permissions and reporting visibility across sites.

Best for: Fits when a bakery needs POS-centric billing workflows and relies on external tools for inventory and costing.

#7

Clover

SMB

Payment-enabled point-of-sale software for orders, inventory, employees, and customer management.

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

Clover’s native device ecosystem keeps payment and checkout tightly linked for quicker reconciliation and fewer POS-to-payment mismatches.

Clover delivers bakery billing via payment-first hardware and a POS workflow that can attach back-office operations. Clover supports configurable menu items, modifier sets, and receipt-level tax handling that maps to typical retail bakery sales and daily close needs.

Pros
  • +Fast cashier workflow with item modifiers and receipt customization
  • +Strong payment-terminal integration through Clover’s native devices
  • +Clear transaction history that supports daily reconciliation practices
  • +Extensibility through Clover apps for menu and workflow add-ons
Cons
  • –Weaker native bakery controls for lot and expiry visibility
  • –Ingredient inventory depth depends on external integrations
  • –Recipe costing and yield management require add-on or custom workflow design
  • –Multi-location stock coordination needs careful configuration discipline
Use scenarios
  • Small grocery billing teams

    Handle PLU and barcode checkout

    Routine inventory visibility

  • Counter retail store operators

    Run receipt-driven bakery checkout

    Recorded transactions

Show 2 more scenarios
  • Specialty retail managers

    Use customer history at checkout

    Configurable register workflow

    Run a configurable register workflow that pairs counter sales with customer history and app extensions.

  • Store managers and admins

    Track shifts and sales attribution

    Clearer accountability

    Attribute sales to operators and manage clock-ins, permissions, and discount tracking for shift results.

Best for: Fits when a bakery prioritizes quick POS billing and relies on external systems for production-grade inventory controls.

#8

Cybake

vertical specialist

Bakery software for production planning, sales, deliveries, recipes, and stock control.

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

Production-aware batch handling that ties what was baked to invoice line items.

Cybake is a bakery billing system that focuses on production-aware invoicing rather than generic POS invoicing. Batch and ingredient controls are built into daily workflows, which helps link what gets baked to what gets billed.

Pros
  • +Production-linked billing reduces invoice mismatches with baked outputs
  • +Batch and expiry controls fit day-to-day bake cycles and traceability needs
  • +Document outputs support food labeling and customer-facing specs
  • +Accounting exports support downstream bookkeeping workflows
Cons
  • –Setup for item rules and batch logic can require careful governance
  • –Some bakery-specific workflows rely on configuration rather than guided templates
Use scenarios
  • Home bakeries

    Fulfill made-to-order customer orders

    More organized fulfillment

  • Retail bakery managers

    Produce daily bake lists and labels

    More repeatable production

Show 2 more scenarios
  • Wholesale dispatch teams

    Link wholesale orders to delivery planning

    Fewer manual handoffs

    Connect wholesale customer orders to production quantities, invoicing-related outputs, and delivery planning.

  • Production managers

    Plan recurring bake runs from templates

    More consistent batches

    Build repeatable schedules from recipe formulas and templates for daily or multi-oven production sequencing.

Best for: Fits when bakery teams need production-aware invoices with batch and labeling control.

#9

Lightspeed Restaurant

SMB

Lightspeed Restaurant connects point-of-sale transactions with customer profiles, purchase history, and marketing data.

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

Recipe-linked inventory ties item sales to ingredient consumption, purchase planning, and variance reporting.

Lightspeed Restaurant handles counter-service and dine-in workflows by combining a restaurant POS with menu, modifiers, and checkout for staff during service. It supports multi-location operations through shared controls while still allowing location-level setup for menus and reporting.

Pros
  • +Menu and modifier management supports complex ordering during busy service
  • +Multi-location controls help standardize setup while keeping location differences
  • +Recipe-linked inventory connects sold items to ingredient usage and costing
  • +Role-based staff permissions support operational separation for ordering and admin tasks
Cons
  • –Bakery-specific production workflows may require more operational design outside core POS
  • –Menu availability and suppression rules need careful governance to avoid customer-facing mismatches
Use scenarios
  • Restaurant managers and admins

    Suppress items when stock is low

    Fewer menu and stock mismatches

  • Multi-location operators

    Standardize menus across stores

    More consistent setup by site

Show 2 more scenarios
  • Kitchen managers and finance

    Track ingredient usage for costing

    Better visibility into food costs

    Recipe-linked inventory links sold items to ingredient consumption, stock levels, and food cost variance.

  • Front-of-house staff

    Take orders and close checks

    More consistent order-to-check handling

    Cashiers use restaurant checkout workflows with modifiers and check completion to match service demand.

Best for: Fits when a bakery runs multi-location retail orders and needs menu control tied to ingredient usage for food costs.

#10

Epos Now

SMB

Retail and hospitality point-of-sale software with payments, inventory, and reporting.

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

Multi-location POS control with staff permissions and transaction exports for accounting reconciliation.

Epos Now handles bakery billing from a POS-first workflow that captures sales, settles transactions, and feeds reporting for day-end reconciliation. Core functions cover menu and product setup, staff access control, multi-location operation, and exportable accounting outputs used for bookkeeping.

Pros
  • +POS billing flow supports fast counter sales capture and receipt issuance
  • +Role-based staff access reduces accidental changes to products and pricing
  • +Exports for accounting workflows support routine bookkeeping reconciliation
  • +Multi-location setup supports separate tills and reporting visibility
Cons
  • –Bakery-specific recipe costing and batch expiry tracking are limited versus specialty systems
  • –Production outputs like bake-list generation and prep-sheet management require external processes
Use scenarios
  • Multi-location retail operators

    Standardize catalogs and user settings

    Shared visibility across sites

  • Multi-station prep teams

    Route tickets to preparation areas

    Less manual re-entry

Show 2 more scenarios
  • Retail inventory teams

    Keep stock movements aligned with sales

    More current stock visibility

    Connect sales with receiving, purchasing, barcode activity, and stock movements inside one workflow.

  • Counter checkout staff

    Run barcode checkout with receipts

    Faster counter transactions

    Scan products, complete payments, print receipts, and process returns or exchanges tied to sales records.

Best for: Fits when bakery billing and invoicing need strong POS operations with reporting exports, not full production costing.

Conclusion

After evaluating 10 bakery billing software, Loyverse 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
Loyverse

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 Bakery Billing Software

How does batch costing flow from production planning into customer invoices in BakeSmart and FlexiBake?
BakeSmart turns structured recipe and production inputs into bake-list and prep-sheet outputs, then ties batch consumption to invoice line quantities without manual spreadsheet-to-POS reconciliation. FlexiBake applies batch consumption rules from the same production planning configuration so invoices and kitchen pick lists align with what gets baked.
Which tools provide production-aware invoicing with batch and ingredient controls built into daily workflows?
Cybake builds batch and ingredient controls into daily billing workflows so invoice line items reflect what was actually produced. BakeSmart and FlexiBake also connect production planning artifacts to billable transactions, but Cybake focuses on production-aware invoicing rather than a POS-first sales workflow.
When does offline transaction entry matter for bakery billing and inventory accuracy in Loyverse?
Loyverse supports offline-capable POS sessions so sales entry and customer ledger updates can continue during connectivity loss. The sync process later reconciles the offline transactions to inventory and ledgers, which reduces counter operations downtime compared with systems that require continuous connectivity.
What breaks if a bakery runs Square for Retail as the primary system for recipe-based batch costing?
Square stores item, modifier, and location data for transaction billing, but it does not provide the same recipe-to-batch consumption mapping used by BakeSmart and FlexiBake. That gap forces tighter process discipline when batch quantities, yield management, and ingredient-level lot consumption must drive invoice accuracy.
How do Lightspeed and Toast handle API-based integration for item catalogs and order data exports?
Lightspeed exposes API-driven extensions and webhooks to sync item catalogs and order transactions into custom back-office workflows across locations. Toast provides developer resources and automation features so ordering and accounting exports can connect beyond the POS workflow.
What data migration concerns appear when moving from spreadsheets to Lightspeed or BakeSmart in multi-location setups?
Batch and item setup needs consistent identification so multi-location inventory movements and invoice itemization remain accurate. BakeSmart expects recipe and production planning inputs structured for bake-list and prep-sheet generation, while Lightspeed emphasizes aligning POS sales entry with back-office planning data exports.
Which systems support staff access control and day-end reconciliation exports for multi-location counter operations?
Epos Now includes multi-location POS control with staff permissions and transaction exports designed for day-end reconciliation. Square and Toast also support multi-location workflows, but Epos Now more directly targets POS reporting exports as the reconciliation backbone.
How do Lightspeed and Clover differ when the bakery needs inventory movements driven by POS records?
Lightspeed aligns retail-style POS workflows with back-office inventory and finance exports so orders convert into invoices with controlled itemization and tax. Clover automates inventory movements from sales-driven events, but deeper production-grade lot and label workflows usually depend on pairing Clover POS records with external systems.
What security and access-control gaps can appear when SSO and RBAC are required for admin workflows?
Epos Now and Square focus on POS operations with staff access control and transaction exports, so any enterprise RBAC or SSO depth depends on external identity configuration. BakeSmart and FlexiBake emphasize production-to-invoice accuracy, so admin governance needs to cover provisioning for recipe structures, batch accounting rules, and multi-location configuration.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Bakery Billing Software

In bakery billing software, the real differences show up in how billing events connect to inventory and how much control you have over tax, discounts, and store behavior. The most telling split is Billing workflow rules, because it determines whether the system matches your daily service and receipts.

Billing workflow rules

Why it matters

Billing workflow rules decide whether you can create receipts the way your bakery operates, including partial payments, item substitutions, and returns. When this matches your process, billing stops turning into manual cleanup.

How to check

On a demo, run a full day flow: sell an item, apply a discount, then process a return. Check whether the receipt and inventory impact both update correctly without extra work.

Tax and discount configuration

Why it matters

Tax and discount configuration matters because bakeries often have mixed items, different tax handling, or time-based promos. If rules are hard to change, your bills drift out of compliance or accuracy.

How to check

Ask for a walkthrough of tax setup and a demo promo. Verify you can combine tax with discounts and see the final totals on a sample receipt before saving.

Receipt and invoice output

Why it matters

Receipt and invoice output affects what your staff hands to customers and what you store for records. Clear outputs reduce disputes when someone needs a corrected document.

How to check

Generate multiple documents: a standard sale, a discount sale, and a return. Confirm you can preview paper/email-ready output and that totals match what was posted in billing.

Inventory impact traceability

Why it matters

Inventory impact traceability ensures your billing doesn’t quietly desync with stock levels, especially when items are swapped or corrected. With traceability, you can explain why quantities changed.

How to check

In the demo, track a specific product from sale to stock change. Then void or return it and verify you can view a clear link between the billing event and the resulting inventory movement.

Multi-location store handling

Why it matters

Multi-location store handling matters if you run more than one shop, because each location may bill and reconcile differently. Poor separation leads to wrong totals, wrong stock, or messy reports.

How to check

If applicable, request a demo with two stores. Confirm you can keep orders, billing documents, and stock updates separated by location on screen and in reports.

Automation and API surface

Why it matters

Automation and API surface helps when you need consistent updates between billing, inventory views, and external systems. Better extensibility reduces manual data entry and errors at shift changes.

How to check

Ask what automation options exist and whether there’s an API. Request a sample webhook/event or API call description for billing-created or inventory-updated events.

Red flags

  • Returns change the receipt but not the stock totals
  • Tax or discounts require manual edits per receipt
  • You can’t preview the final receipt/invoice before saving

Fit by situation

  • If you process returns and corrections daily, prioritize Billing workflow rules.
  • If you sell items with frequent promos, prioritize Tax and discount configuration.
  • If you connect billing to other systems, prioritize Automation and API surface.
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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