GITNUXSOFTWARE REVIEW
Finance & Financial ServicesTop 10 Best Savings Tracking Software of 2026
Compare savings tracking software tools for budgeting, with tradeoffs and fit details for personal finance users deciding on software.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
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Framework: Features 40% · Ease 30% · Value 30%
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Monzo is the best pick for people who want savings goals that stay in sync with daily banking because its goal-linked views update from live balance and rule-based transfers, whereas Varo is a strong alternative for households that prefer round-up style micro-transfers feeding goals with less manual upkeep.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Monzo
Goal-linked views update from live balance changes and rule-based transfers inside the Monzo app.
Best for: Fits when personal savings goals and automated deposits should stay inside daily banking.
Varo
Editor pickRound-up style micro-transfer rules that feed savings goals without manual intervention.
Best for: Fits when households want automated goal funding with account-linked savings tracking, plus CSV reconciliation for cleanup.
YNAB
Editor pickCash flow allocation engine that forces money to be assigned before spending, then ties projections to category balances.
Best for: Fits when personal budgeting needs category-level savings planning with tight reconciliation and clear goal pace views.
Comparison Table
Monzo
SMBUK neobank with pots feature for segregating funds into named savings goals.
Goal-linked views update from live balance changes and rule-based transfers inside the Monzo app.
Monzo can be used as a savings tracker by combining goals with automated transfers such as scheduled payments and rule-based round-ups. Transaction history and categorization feed savings progress views, so goal achievement can be monitored without manual spreadsheet updates. Linked bank connectivity supports recurring syncing for cash-flow changes that affect saving outcomes. Reporting is typically oriented around spending and balances rather than deep plan math.
A tradeoff is that savings tracking stays tightly coupled to Monzo account activity, so household ledger style workflows and multi-environment reconciliation are less direct than tools built for category budgeting and exports. Monzo fits best when savings deposits happen through recurring transfers and round-up rules, and when the main need is an always-current view of whether money is moving toward specific goals.
- +Goal views update from real transaction and balance activity
- +Recurring transfer and round-up rules reduce manual saving effort
- +Linked-account syncing keeps savings balances current
- +Straightforward categorization supports quick savings progress checks
- –Savings tracking is less suited to household shared ledgers
- –Advanced projection and savings gap analysis need more manual work
Personal savers
Set goals and auto-deposit monthly
Fewer missed contributions
Round-up rule users
Sweeps from everyday purchases
Consistent micro-savings
Show 1 more scenario
Linked account planners
Consolidate visibility across banks
Faster response to cash changes
Account linkage refreshes transaction history so savings decisions reflect new activity.
Best for: Fits when personal savings goals and automated deposits should stay inside daily banking.
Varo
SMBDigital bank with automated savings tools and goal-based account features.
Round-up style micro-transfer rules that feed savings goals without manual intervention.
Varo ties savings tracking to account linkage so balances and transactions flow into a multi-account consolidation view for ongoing goal progress. It supports recurring transfer scheduling and threshold alerts so saving can happen based on balance levels rather than manual checks. A shared goal setup and household ledger options help coordinate goals across more than one person. This makes Varo a fit when savings behavior depends on automation and ongoing account syncing rather than one-time planning.
The tradeoff is that goal reporting and category mapping depend on getting bank linkage and imports reconciled to the right savings buckets. A common usage situation is households tracking emergency and sinking fund categories using automated transfers, then using CSV import reconciliation to backfill older transactions.
- +Automation-friendly transfer rules for consistent goal funding
- +Multi-account consolidation view for tracking balances in one place
- +CSV import reconciliation for aligning historical transactions to categories
- +Household and shared goal setup for coordinated savings ledgers
- –Goal accuracy depends on correct bank linkage and category mapping
- –Reporting customization is limited compared with budgeting suites that support deeper scenario modeling
Households managing multiple goals
Shared emergency and sinking funds
Faster consensus on progress
People building automated saving
Pay-yourself-first recurring transfers
More consistent goal completion
Show 2 more scenarios
Users consolidating bank accounts
Savings tracking across institutions
Less manual balance chasing
Account aggregation populates a single consolidation view for multi-account savings progress.
Power savers doing cleanup
Backfilling savings categories via import
Cleaner historical reporting
CSV import reconciliation helps match older transactions to savings categories for accurate goal tracking.
Best for: Fits when households want automated goal funding with account-linked savings tracking, plus CSV reconciliation for cleanup.
YNAB
SMBZero-based budgeting platform that tracks savings goals alongside spending categories.
Cash flow allocation engine that forces money to be assigned before spending, then ties projections to category balances.
YNAB is a goal-based savings tracker built around a zero-based budgeting workflow that turns income into planned categories before spending happens. It supports sinking fund category planning and tracks goal progress with dashboards that show whether a target is on pace.
The core strength is its cash flow allocation engine and the behavioral rule set around assigning money, then reconciling transactions to keep balances and projections aligned. Bank connectivity and import options support multi-account savings tracking, but YNAB’s automation surface is focused on budgeting rules rather than broad data integrations.
- +Envelope budgeting method keeps savings categories tied to planned cash flow.
- +Sinking fund tracker supports named savings buckets for recurring expenses and goals.
- +Goal progress dashboard highlights whether contributions match the planned pace.
- +Transaction reconciliation workflow improves savings ledger accuracy across accounts.
- –Automated savings rule coverage is narrower than rule engines tied to bank event triggers.
- –Requires consistent transaction entry and reconciliation to keep projections reliable.
People building sinking funds
Plan irregular expenses with category targets
Structured target progress
Credit card users
Reconcile card charges to budget categories
Clear card balances
Show 2 more scenarios
Household finance managers
Coordinate shared budget categories
Shared spending visibility
Track shared account activity and category balances to keep household planned and actual spending visible.
Bills and recurring expense planners
Set aside money for monthly obligations
Payment readiness
Allocate funds to recurring bills and track whether available amounts match planned payment needs.
Best for: Fits when personal budgeting needs category-level savings planning with tight reconciliation and clear goal pace views.
Chime
SMBNeobank offering automated savings through round-ups and percentage-of-transfer features.
Balance-threshold and recurring transfer scheduling that routes money to savings goals without manual review.
Chime blends everyday spending accounts with a goal-oriented savings workflow that focuses on moving money automatically toward predefined targets. Savings tracking centers on multi-account visibility and goal progress views that show how much has accumulated and what remains.
- +Automatic savings rules reduce manual transfer work for sinking funds
- +Clear goal progress views track saved totals against target amounts
- +Connected bank feeds support ongoing transaction-based reconciliation
- +Scheduled recurring transfers handle steady pay-yourself-first allocations
- –Savings tracking depth is limited versus envelope budgeting tools
- –Shared savings goal workflows are not as granular as household ledger products
- –Advanced CSV import reconciliation and custom reporting are constrained
- –Automation settings require careful threshold tuning to avoid missed transfers
Busy savers with few spreadsheets
Move money into goals automatically
More consistent contributions
People using multiple bank accounts
Track goal progress across accounts
Consolidated progress
Show 1 more scenario
Transaction-driven planners
Reconcile spending using connected feeds
Less manual categorization
Rely on connected bank feeds to capture transactions and keep savings tracking current through reconciliation.
Best for: Fits when individuals want goal-based savings tracking with strong automation and minimal bookkeeping.
Starling Bank
SMBUK digital bank with spaces feature for allocating funds to specific savings goals.
Open banking connections bring transaction history into a bank-led savings view for ongoing balance-based tracking.
Starling Bank provides a multi-account consolidation view that shows balances alongside goal-related context for saving decisions. Its transaction data can be pulled through open banking connections so balance and movement can be tracked without relying on manual CSV workflows. Notifications and transfer controls support a hands-off approach for pay-yourself-first automation. This fit is strongest for users who already want a bank account as the source of truth.
- +Savings tracking centered on real bank balances and movements
- +Open banking account aggregation reduces manual import work
- +Recurring transfer controls support automated savings routines
- +Notification signals help monitor thresholds without spreadsheets
- –Shared savings goal and household ledger features are limited
- –Transaction allocation depth is narrower than budgeting-first tools
Personal savers
One goal, recurring transfers
More consistent goal progress
Households
Two accounts, threshold alerts
Fewer missed transfers
Show 1 more scenario
Students and early careers
Reduce budgeting friction
Lower setup overhead
Bank-native savings context avoids heavy CSV import reconciliation for day-to-day saving decisions.
Best for: Fits when savings tracking should stay tied to bank balances and automated transfers for a few goals.
Plum
SMBAI savings assistant that automates deposits to savings goals and investment accounts.
Goal progress dashboard that updates from rule-driven contributions across linked accounts.
Plum connects bank accounts and records transactions to support goal-based saving workflows. Savings plans, category-linked allocations, and a savings progress view help track how close each target is to completion. Rules for recurring transfers can automate pay-yourself-first behavior and keep contributions consistent across accounts.
- +Goal dashboards tie contributions to visible progress over time.
- +Automated recurring transfer rules reduce manual scheduling.
- +Account consolidation view helps compare balances across linked accounts.
- +CSV import supports reconciliation when transactions are incomplete.
- –Shared savings goal features can require extra setup discipline.
- –Automation rules can be harder to debug when transfers fail.
Goal-focused savers
Track progress toward savings plans
Clear goal status
People automating contributions
Run recurring deposits from rules
Lower-effort saving
Show 1 more scenario
Multi-account holders
Consolidate linked accounts into goals
Unified savings tracking
Connect accounts and map allocations to savings targets using a progress view across goals.
Best for: Fits when individual savers want automated contributions tied to clear goal progress.
Current
SMBMobile banking platform with automated savings pods for goal-based fund allocation.
Balance threshold alert that triggers savings transfers when an account crosses a configured floor.
Current turns savings tracking into an account-centric workflow that moves with bank-linked transactions. It aggregates balances into dashboards for multi-account visibility and supports automated rules such as recurring transfers and balance threshold alerts.
- +Account aggregation API supports programmatic access to balances and transaction-backed views
- +OAuth-style bank linkage reduces friction compared with manual transaction entry
- +Recurring transfer scheduler supports pay-yourself-first automation without spreadsheet work
- +Balance threshold alerts help enforce savings floors with fewer missed transfers
- –Goal tracking is weaker for custom envelope-style categories beyond defined savings goals
- –CSV import reconciliation is limited when transaction histories need heavy cleanup
- –Savings dashboards rely on linked accounts, which can delay insights after connection changes
- –Household ledger features for shared savings goals require careful account setup to avoid confusion
People managing multiple balances
Monitor goal progress across accounts
Faster progress checks
Rule-driven savers
Trigger transfers when balances cross thresholds
Automated movement
Show 1 more scenario
Product teams building fintech integrations
Aggregate accounts through an API
Programmable account views
Integrate with the account aggregation API to pull savings-relevant balances into custom workflows.
Best for: Fits when goal-based savings needs transaction-backed automation and developer-friendly integration.
Cleo
SMBConversational AI finance app with savings goals, auto-save features, and spend tracking.
Balance threshold alerts that gate automated transfers to savings goals based on account balances.
Cleo is a savings tracking app focused on goal-based saving workflows that combine bank-connected transaction capture with rule-driven transfers. Cleo supports multi-account consolidation views, lets savings categories map to sinking fund style goals, and shows progress through goal dashboards and trajectory charts.
- +Goal progress dashboard that visualizes savings trajectory against targets
- +Recurring transfer scheduler supports pay-yourself-first style automation
- +Balance threshold alerts help prevent overfunding savings accounts
- +Multi-account consolidation view reduces manual bookkeeping
- –Limited evidence of deep RBAC or role-based admin controls
- –Savings analytics are weaker than budgeting suites with advanced allocation engines
- –Rule automation needs careful category mapping to avoid goal drift
- –CSV import reconciliation covers gaps but lacks full audit-grade traceability
Goal savers with multiple targets
Create earmarked goals with progress dashboards
Separate goal visibility
People reducing manual transfers
Automate deposits with recurring rules
More consistent saving
Show 2 more scenarios
Individuals with many accounts
Consolidate linked spending and saving
One view across accounts
Use multi-account consolidation views to connect bank transactions to categorized savings and spending.
People cleaning up past transactions
Backfill categories through reconciliation
Cleaner records
Import and reconcile transactions to correct categories and keep summaries consistent over time.
Best for: Fits when individuals want guided goal saving with automated transfers and clear progress charts, not full ledger governance.
Revolut
SMBGlobal money app with vaults feature for setting and tracking savings goals.
Round-up transfer rule that converts card transactions into recurring micro-savings transfers inside the same app workflow.
Revolut mixes savings tracking with everyday banking features, which makes it distinctive for people who want savings movements to originate from real transactions. Goal-style saving is handled through in-app tracking and transfer rules like round-ups and scheduled transfers, which can keep savings balances aligned with spend behavior.
- +Round-up transfer rule turns card spend into automatic savings buckets
- +Scheduled transfers support pay-yourself-first style recurring contributions
- +Multi-account consolidation view reduces manual reconciliation across institutions
- +CSV export can be used to reconcile savings totals with local spreadsheets
- –Savings tracking depends on banking transactions, which limits ledger-style allocation
- –Open banking connection depth is uneven for savings-specific reconciliation workflows
- –Goal projections rely on the available balance and transfer cadence, not custom cash-flow modeling
- –Automation rules are less programmable than dedicated savings tools with extensive API workflows
Habit builders who save from spending
Automate savings with round-ups
More regular contributions
Everyday users with multiple accounts
View savings activity alongside transactions
Consolidated activity view
Show 2 more scenarios
Finance teams handling payment workflows
Investigate payment transactions using exports
Better operational visibility
Use transaction histories, references, and exports to reconcile payments without separate systems.
Small businesses sending international payments
Coordinate currency conversion and payouts
Fewer handoffs
Convert currencies and send overseas payments in-app while tracking payment status through the workflow.
Best for: Fits when savings need to follow real banking activity via automation rules and consolidation views.
Qapital
SMBAutomated savings application using customizable rules to transfer funds toward specific goals.
Balance-threshold and micro-saving rules can turn everyday bank activity into recurring goal deposits.
Qapital turns day to day actions into scheduled savings transfers, with goal-based rules that watch balances and trigger deposits. The core workflow centers on bank-linked accounts, recurring transfer schedules, and automated round-up and threshold-driven micro-savings.
- +Automated savings rules trigger transfers from balance thresholds and round ups
- +Multiple savings goals can be tracked with clear progress indicators
- +CSV import supports transaction and reconciliation workflows
- +Account linkage enables recurring transfers without manual deposit actions
- –Rules require careful setup to avoid unintended transfers
- –Savings projections and gap analysis are limited compared to planning-first tools
- –Advanced custom reporting options are narrower than budgeting suites
- –Household-style shared ledger workflows are not as full-featured as dedicated money managers
Consumers building savings habits
Trigger savings from everyday actions
More consistent savings
People saving for multiple goals
Track several goals with category-style organization
Separated goal tracking
Show 1 more scenario
Users needing historical reconciliation
Reconcile imported transactions via CSV
Corrected transaction records
Import transactions via CSV to backfill records and reconcile savings tracking when manual history is needed.
Best for: Fits when individual savers want rule-driven transfers tied to specific goals without building a budget model.
Conclusion
After evaluating 10 savings tracking software, Monzo 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.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right Savings Tracking Software
Savings tracking software turns bank balances, transfers, and rule-based contributions into goal progress views, with Monzo leading on goal-linked views that update from live balance changes and in-app transfers. The roundup also includes Varo for round-up micro-transfer rules plus multi-account consolidation, Starling Bank for open banking-driven balance tracking, and YNAB for cash flow assignment tied to category-level savings planning.
Other entries cover different automation patterns and ledger depth across Qapital, Chime, Current, Revolut, Plum, and Cleo. Some tools center daily banking workflows, while others prioritize reconciliation discipline and projection logic, including YNAB’s envelope budgeting method and sinking fund tracker.
Savings Tracking Software that ties automated deposits to goals, balances, and category plans
Savings tracking software aggregates account activity and converts it into savings goal progress, using recurring transfer scheduling, balance-threshold triggers, or round-up transfer rules to move money without manual intervention. Monzo shows this approach through goal-linked views that update from real transaction and balance activity inside the Monzo app.
A separate group of tools ties savings tracking to spending plans and category-level assignments, which is why YNAB’s cash flow allocation engine and envelope budgeting method keep savings categories aligned to planned cash flow rather than only to bank movement. In practice, the category is split between banking-event automation tools like Qapital and Chime and planning-first tools like YNAB that require consistent transaction entry and reconciliation to keep projections reliable.
Core savings tracking features that determine goal accuracy
Goal updates must reflect the same events that move money. Monzo’s goal-linked views update from live balance changes and in-app transfers, so the progress dashboard tracks reality instead of waiting for manual reports.
Automation patterns also define how often savings logic runs and what data it can see. Current’s balance threshold alert and transfer automation prioritize account state, while YNAB’s cash flow allocation engine ties projections to category-level assignments, so each tool answers a different “what if” question.
Event-driven goal funding and progress updates
Monzo updates goal-linked views from real transaction and balance activity plus recurring transfer and round-up rules. Plum ties contributions to a goal progress dashboard over time using rule-driven recurring transfers.
Bank linkage depth and consolidation views
Starling Bank brings transaction history into a bank-led savings view via open banking account aggregation. Varo adds a multi-account consolidation view built around automation-friendly transfer rules plus CSV reconciliation for cleanup.
Rule configuration flexibility versus planning logic coverage
Qapital uses balance-threshold and micro-saving rules that trigger transfers tied to specific goals without requiring a full budget model. YNAB covers category-level planning with an envelope budgeting method and sinking fund tracker, but it has narrower automated savings rule coverage than rule engines driven by bank events.
Reconciliation and data hygiene for reliable projections
Varo’s goal accuracy depends on correct bank linkage and category mapping, which makes CSV import reconciliation useful for cleanup. YNAB requires consistent transaction entry and reconciliation, or its projections and goal pace views degrade.
Household ledger and shared goal governance scope
Monzo is less suited to household shared ledgers and shows limitations for shared savings goal and household ledger features. Starling Bank also limits shared savings goal and household ledger features, which keeps it focused on individual bank balance tracking.
Transfer guardrails and failure handling for automation
Cleo gates automated transfers to savings goals using balance threshold alerts and visualizes savings trajectory against targets. Plum’s automated recurring transfer rules can be harder to debug when transfers fail, which affects operational confidence.
How to choose Savings Tracking Software for the way money actually moves
Savings tracking tools split into two major philosophies. Banking-event automation tools build savings progress from account activity, balance thresholds, and round-up transfers. Planning-first tools build projections from category assignments, then map those projections onto savings buckets.
The choice determines how much manual reconciliation work must happen and how precise the goal pace views remain after changes to linked accounts. Monzo and Starling Bank keep tracking anchored to live bank balances, while YNAB anchors tracking to planned cash flow via envelope budgeting and sinking funds.
Pick automation anchored to live balance events or to category assignments
Choose Monzo or Starling Bank when goal progress should update from live bank balances plus rule-based transfers inside the banking workflow. Choose YNAB when savings planning should be driven by a cash flow allocation engine that assigns categories before spending.
Match the rule trigger type to the funding pattern
Choose Varo or Qapital when savings should be funded by round-ups and balance-threshold micro-transfer rules that run without manual transfers. Choose Current or Cleo when the main guardrail is a configured balance floor that gates automated transfers.
Validate consolidation and import cleanup capabilities before relying on dashboards
Choose Varo’s multi-account consolidation view when balances must be tracked across accounts in one place and CSV reconciliation is needed for cleanup. Choose Chime when minimal bookkeeping is the priority and savings rules should route to savings goals based on automated transfer scheduling.
Assess whether shared household savings is part of the workflow
Choose a tool with strong household ledger capability if shared savings goal tracking and household governance are required, but Monzo and Starling Bank both show limited shared goal and household ledger features. Choose personal-focused goal tracking if individual goal progress views are the core requirement.
Stress-test projection reliability under imperfect data entry
Choose budgeting-first planning with YNAB only if consistent transaction entry and reconciliation can be maintained because projection logic depends on clean data. Choose Qapital or Chime when the main requirement is rule-triggered transfers, since savings projections and gap analysis are limited compared with planning-first tools.
Plan for automation debugging when transfers fail
Choose tools that make it clear which automation rule triggered and how the goal received funds when operational visibility matters. Plum’s rules can be harder to debug when transfers fail, while Cleo pairs balance-threshold gating with a goal progress dashboard that highlights trajectory against targets.
Who Savings Tracking Software fits best
Savings tracking software fits when savings goals need to stay synchronized with account activity or with category plans. Monzo is a strong fit when daily banking actions and automated transfers should immediately reflect in goal-linked views.
Other tools fit when automation needs to run from specific triggers like round-ups, balance thresholds, or open banking aggregated history. Qapital and Varo focus on rule-driven contributions, while YNAB centers savings categories through envelope budgeting and sinking funds.
Daily banking users who want goal progress to update from the same activity that moves money
Monzo’s goal-linked views update from real transaction and balance activity and it supports recurring transfer and round-up rules inside the app.
Households that need multi-account visibility and cleanup workflows
Varo offers a multi-account consolidation view and it supports CSV reconciliation for cleanup when linkage or category mapping needs correction.
Savers who prefer trigger-based automation without building a full budgeting structure
Qapital and Chime use balance-threshold and recurring transfer automation to route money into savings goals with minimal bookkeeping.
People who want envelope-style savings categories and projections tied to planned cash flow
YNAB uses an envelope budgeting method and a sinking fund tracker and it relies on consistent transaction entry and reconciliation to keep goal pace views reliable.
Developers or automation builders who want account aggregation access for programmatic workflows
Current provides an account aggregation API with programmatic access to balances and transaction-backed views, and it supports OAuth-style bank linkage to reduce friction.
Common mistakes that break savings tracking outcomes
Savings tracking failures usually come from mismatched expectations about what drives goal progress. Tools that update from live balance events will behave differently than tools that require category-level planning discipline.
Mistakes also happen when automation rules are configured without guardrails, or when linkage and reconciliation are treated as one-time setup tasks instead of an ongoing maintenance requirement.
Assuming goal progress dashboards will remain accurate without correct bank linkage and category mapping
Varo makes goal accuracy depend on correct bank linkage and category mapping, so CSV import reconciliation is needed when mapping slips.
Running projections in YNAB without consistent transaction entry and reconciliation
YNAB requires consistent transaction entry and reconciliation because its cash flow allocation engine and category-linked projections lose reliability when data stays incomplete.
Configuring balance-threshold or round-up rules without setting safe thresholds
Qapital’s rules require careful setup to avoid unintended transfers, and micro-saving logic can misbehave if thresholds are too low or round-up rules trigger too often.
Expecting household ledger governance where the product scope stays individual
Monzo and Starling Bank both show limited shared savings goal and household ledger features, so shared household savings workflows need extra planning.
Treating automation failures as rare events instead of debugging events
Plum’s automation rules can be harder to debug when transfers fail, so rule definitions and outcomes should be checked during early setup.
How We Selected and Ranked These Tools
We evaluated savings tracking software across automation behavior, integration depth, and how each product represents savings progress from account activity or category plans. Features received the largest weight because goal accuracy depends on the exact transfer logic and progress update mechanism used by Monzo, Varo, Starling Bank, and the rest.
Ease and value received equal weight because bank linkage, reconciliation workflow friction, and setup effort determine whether the savings dashboard stays trustworthy. Monzo separated itself by combining goal-linked views that update from live balance changes with recurring transfer and round-up rules inside the same daily banking workflow.
Frequently Asked Questions About Savings Tracking Software
How do Monzo and Chime keep savings tracking current without manual category work?
Which tool treats goal funding as a budgeting workflow instead of a transfer workflow?
What breaks if transaction history is missing when using Current or Starling Bank for savings progress views?
How do integrations and APIs differ between Current and the more app-centric options like Monzo?
When does CSV import matter for Qapital and Varo savings tracking?
What administrative controls and access boundaries are relevant for household or shared savings tracking in these tools?
How do balance-threshold alerts work in Cleo and Chime when account balances change?
Which tool is best for savings tracking that stays close to real spending transactions?
What should be done during data migration when switching from spreadsheet tracking to a tool with reconciliation features?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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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