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Business FinanceTop 10 Best Gas Accounting Software of 2026
Top 10 gas accounting software roundup with ranking criteria and tradeoffs for Persefoni, Quorum Software, and Sweep users.
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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Persefoni is the best fit when your measurement-to-allocation gas accounting must stay consistent month-end, whereas Normative works well for mid-market teams needing repeatable allocations, traceability, and settlement-ready outputs without heavy enterprise governance.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Persefoni
Allocation factor matrix configuration stays linked to an audit log that captures source-to-output lineage.
Best for: Fits when measurement-to-allocation accounting must stay consistent across month-end cycles.
Quorum Software
Editor pickEnd-to-end reconciliation from custody transfer inputs to allocation outcomes with calculation traceability.
Best for: Fits when utilities need auditable allocation workflows with repeatable balancing and settlement logic across cycles.
Sweep
Editor pickSweep’s reconciliation-first workflow links custody transfer inputs to allocation outcomes with traceable run outputs.
Best for: Fits when measurement and accounting teams need rule-based reconciliation, strong automation, and traceable outputs.
Comparison Table
Persefoni
enterpriseCarbon accounting and climate disclosure software for measuring, managing, and reporting emissions data.
Allocation factor matrix configuration stays linked to an audit log that captures source-to-output lineage.
Persefoni connects meter data integration to allocation factor matrices and downstream accounting outputs, so measurement records can be reconciled to the allocation basis used for period close. Persefoni includes workflow automation for data normalization, exception handling, and reconciliation cycles so nomination imbalance and settlement-ready figures remain consistent across reporting runs. The audit log captures who changed mapping rules, allocation factors, and assumptions, which supports FERC reporting style review patterns without manual worksheet trails.
A key tradeoff is that Persefoni requires disciplined onboarding of reference data such as custody transfer ticket mappings and allocation factor definitions before outputs become reliable. It fits best when monthly LDC billing cycle tasks require repeatable gas plant allocation logic and when cross-functional teams need controlled provisioning and RBAC-style access boundaries around configuration changes.
- +Traceable allocation decisions from source data through accounting outputs
- +Workflow automation for reconciliation and exception handling
- +Configurable allocation factor matrices for allocation basis control
- +Governance controls for mapping and assumption changes
- –Measurement ticket and reference data setup demands upfront governance discipline
- –Advanced allocation configuration can slow teams that expect spreadsheet-style edits
- –Complex integrations require careful definition of inbound data contracts
- –Custom reporting needs more analyst time than standard reconciliation views
Gas operations accounting teams
Reconcile tickets to allocation basis
Fewer month-end adjustments
Commercial operations analysts
Manage imbalance and cashout calculations
More consistent settlement figures
Show 2 more scenarios
Enterprise data platform teams
Standardize meter data ingestion
Stable reconciliation runs
Integrates meter data integration inputs so downstream allocation and accounting stay repeatable across sources.
Regulatory reporting leads
Support reviewable reporting workflows
Faster internal reviews
Provides traceability for allocation factors and assumptions used in reporting cycles that require auditability.
Best for: Fits when measurement-to-allocation accounting must stay consistent across month-end cycles.
Quorum Software
enterpriseEnterprise software for upstream and midstream accounting, land, and operations.
End-to-end reconciliation from custody transfer inputs to allocation outcomes with calculation traceability.
Quorum Software fits organizations that run recurring gas balancing and settlement cycles and must reproduce results from custody transfer tickets and billing feeds. The system emphasizes configuration-driven allocation factors, measurement reconciliation workflows, and documentation of calculation steps so audit review can follow the same path from inputs to outcomes. Strong alignment shows up when nomination imbalance handling and contract logic must stay consistent across the gas accounting lifecycle.
A tradeoff appears when the environment requires deeper governance discipline around data mapping, reference data, and workflow parameters because misaligned inputs can propagate into allocations. Quorum Software works best when measurement and invoice ingestion is already standardized, or when integration can be built to deliver consistent transaction structures for allocation and reporting runs.
- +Allocation-driven gas accounting with traceable calculation history
- +Configuration supports contract and settlement logic across cycles
- +Reconciliation workflows for custody transfer and billing inputs
- +Automation reduces manual handling during gas balancing runs
- –Complex configuration increases the need for strong change control
- –Custom integrations can be required for nonstandard meter feeds
Gas accounting teams
Reconcile custody transfer to allocation results
Faster imbalance dispute resolution
Pipeline operations analysts
Run nomination imbalance settlement cycles
Consistent settlement outputs
Show 1 more scenario
Billing and revenue assurance
Align invoice inputs to gas balancing
Lower unbilled variance
Teams map invoice transaction feeds to balancing calculations and reconcile outcomes per cycle.
Best for: Fits when utilities need auditable allocation workflows with repeatable balancing and settlement logic across cycles.
Sweep
enterpriseSustainability data management and carbon accounting software for tracking emissions across operations and value chains.
Sweep’s reconciliation-first workflow links custody transfer inputs to allocation outcomes with traceable run outputs.
Sweep fits teams that need controlled gas accounting runs with repeatable inputs, rule-based calculation steps, and traceable outputs. Its workflow design emphasizes reconciliation between measurement inputs and allocation outcomes, which matters for nomination imbalance handling, gas plant allocation, and settlement preparation. Meter ingestion support targets both near-real-time feeds and batch file interchange, which reduces manual data reshaping across LDC billing cycles and operational reporting.
Sweep’s main tradeoff is that deeper governance and automation require disciplined configuration of measurement rules, mapping, and run governance to avoid inconsistent outputs across sites. Sweep works best when measurement and accounting teams own the rule lifecycle and can maintain inputs like tickets, meter readings, and contract or tariff context. Teams that only need lightweight monthly reporting may find the workflow depth higher than required, especially when inputs arrive in highly custom formats.
- +Workflow-driven reconciliation from custody transfer inputs to allocation results
- +API integration supports automated measurement ingestion and run orchestration
- +Rule configuration supports allocation outcomes aligned to operational conventions
- +Audit-friendly run outputs help trace input to reporting outputs
- –Complex measurement and mapping setup needs governance discipline across sites
- –Some niche settlement workflows depend on tailored integrations
Gas measurement teams
Reconcile tickets to allocation runs
Fewer reconciliation gaps
Pipeline operations analysts
Process recurring meter data cycles
Lower manual handling
Show 2 more scenarios
Accounting operations leads
Support settlement preparation workflows
Cleaner settlement inputs
Sweep structures outputs for gas balancing statements and downstream settlement inputs.
Integration engineers
Automate run orchestration via API
Faster processing cycles
Sweep automation hooks connect ingestion, configuration updates, and reporting handoffs programmatically.
Best for: Fits when measurement and accounting teams need rule-based reconciliation, strong automation, and traceable outputs.
Normative
SMBCarbon accounting platform focused on emissions measurement, reduction planning, and disclosure support.
Traceability from updated meter inputs to regenerated allocation outputs across the full run lifecycle.
Normative builds a gas accounting workflow around measurement ingestion, allocation logic, and settlement outputs used for operational and financial close. The product focuses on automating recurring allocation runs and publishing results for downstream systems that handle reporting and billing support.
- +Strong automation for recurring allocation runs and re-runs on updated inputs
- +Clear trace links from ingested measurements to allocation outputs
- +Configurable handling of nomination imbalance settlement logic
- +Integration-oriented design for downstream reporting consumption
- –Allocation factor matrix setup can require careful governance across teams
- –Some advanced calculation variants need specialist configuration work
- –Audit trail detail depends on what input feeds and events are instrumented
- –Workflow depth is strong for allocation, weaker for ad hoc analytics
Best for: Fits when mid-market gas groups need repeatable allocations, traceability, and settlement-ready outputs.
Greenly
SMBCarbon accounting software for emissions measurement, reporting, and reduction management.
Calculation configuration that standardizes conversion logic across multiple data sources and reporting templates.
Greenly performs gas and emissions accounting with configurable calculation logic and audit-oriented reporting workflows. Greenly’s core value comes from data ingestion for activity inputs, rule-based conversions, and structured outputs that support downstream reporting cycles.
- +Configurable calculation rules for consistent emissions and gas accounting outputs
- +Automation-friendly integrations and API surface for data feed consolidation
- +Structured report outputs that map to repeatable internal reporting cycles
- +Governance controls that reduce calculation drift across teams
- –Allocation-factor setup can require substantial configuration effort
- –Deep pipeline measurement reconciliation workflows may need external process support
- –Complex nominals like custody transfer ticket reconciliation can be labor-intensive
- –Advanced governance across many data sources needs careful onboarding
Best for: Fits when operations teams need repeatable gas accounting runs with controlled inputs and API-based data flows.
W Energy Software
enterpriseAccounting, land, production, and midstream software for oil and gas operators.
Calculation history records with parameter-level traceability across allocation and settlement steps.
W Energy Software supports gas accounting workflows that connect measurement inputs, allocation logic, and settlement outputs into a single audit trail. It is distinct for admins who need controlled configuration around measurement basis changes, operational adjustments, and custody-to-revenue reconciliation steps.
- +Traceable calculation runs that link outputs to source inputs
- +Configurable allocation factor matrix for consistent volumetric allocations
- +Supports custody transfer ticket reconciliation workflows
- +Audit trail coverage for parameter changes during close
- –Meter data integration depth depends on external interface readiness
- –Complex configuration needs disciplined governance and review
- –Reporting customization can require developer help
- –Automation for high-throughput polling workflows can be limited
Best for: Fits when utilities or operators need audit-ready gas accounting outputs with controlled configuration changes.
SINAI Technologies
enterpriseDecarbonization and carbon accounting software for emissions inventories, target modeling, and financial planning.
Workflow-controlled publication of allocation and settlement outputs with traceable change history across periods.
SINAI Technologies differentiates itself with workflow-driven gas accounting that centers on measurement ingestion, allocation, and settlement artifacts needed for operational reporting. The solution supports end-to-end processing from meter and invoice inputs into balancing outputs that feed operational and commercial close activities.
- +Measurement-to-settlement workflows reduce manual reconciliation across periods
- +Tariff-aware configuration supports pipeline calculation logic beyond basic allocation
- +Audit trails track data changes through the allocation and statement pipeline
- +Export-ready outputs support operational and finance review cycles
- –Some advanced setups need disciplined governance to keep factors consistent
- –Complex allocation scenarios can require more configuration than lighter tools
- –Integration depth varies by source format and may need mapping effort
- –User experience can feel constrained for ad hoc analysis versus heavy reporting suites
Best for: Fits when gas accounting teams need audit-friendly workflows that convert meter and invoice inputs into allocation and settlement statements.
Peloton
enterpriseEnergy operations software with well, production, and data management capabilities.
Governed calculation traceability that links ingested meter inputs to downstream workflow outputs.
Peloton is known for collecting and analyzing operational data from natural gas measurement and workflow systems, not for providing a dedicated gas accounting package. Peloton’s value centers on meter data integration into governed processes, with automation for recurring operational tasks and operational reporting.
- +Strong meter data integration patterns for recurring operational inputs
- +Automation supports repeated workflows that need consistent outputs
- +Governed audit trail for changes across calculation steps
- +Extensibility through integration interfaces for custom operational needs
- –Gas accounting coverage depends heavily on configured workflows
- –Allocation factor matrix setup requires disciplined governance
- –Few native reporting patterns for FERC reporting variants
- –API surface requires integration engineering for complex settlement
Best for: Fits when measurement data must drive governed workflows and custom accounting outputs, with integration capability in place.
PakEnergy Land and Production
enterpriseOil and gas accounting, production, revenue, and land management software for upstream operators.
Audit-traceable allocation runs that connect therm correction inputs through custody ticket and imbalance settlement outputs.
PakEnergy Land and Production performs gas measurement, allocation, and accounting workflows for land and production operations with an audit-oriented approach to calculation traceability. Core capabilities center on bringing meter inputs into an allocation process that produces custody and revenue-relevant volumes with configurable therm factor and BTU adjustment logic.
- +Provides configurable therm factor and BTU adjustment logic for measurement corrections
- +Supports custody transfer ticket workflows tied to downstream allocation outputs
- +Produces settlement-ready imbalance reporting outputs from controlled allocation runs
- +Calculation traceability supports audit review of key input to output steps
- –Requires careful setup of reference data and calculation parameters to avoid rework
- –API and automation surface are less evident than reporting depth in typical rollouts
- –Workflow changes mid-cycle can force recalculation runs instead of incremental updates
Best for: Fits when land and production teams need audit-traceable gas accounting tied to custody ticket and imbalance settlement cycles.
EnergySys
enterpriseCloud software for hydrocarbon accounting, production allocation, and emissions reporting.
Allocation factor matrix configuration that keeps BTU adjustment and reconciliation decisions traceable across reporting cycles.
EnergySys is a gas accounting software used by utilities and midstream teams that need measurement-to-revenue workflows with audit-ready outputs. It supports core allocation steps such as volumetric allocation, calorific value correction, and custody transfer ticket reconciliation so imbalances and settlements stay traceable.
- +Supports custody transfer ticket reconciliation with traceable per-step outputs
- +Handles calorific value correction workflows without manual spreadsheet bridging
- +Batch processing for meter data integration into allocation and reporting cycles
- +Configurable allocation factor matrix for contract-specific splits
- –Configuration time rises when nomination imbalance rules vary by asset
- –API coverage for external settlements can be thin for niche file formats
Best for: Fits when midstream and LDC teams need controlled allocation decisions that reconcile measurement tickets to settlement outputs.
Conclusion
After evaluating 10 gas accounting software, Persefoni 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 Gas Accounting Software
Gas accounting software turns custody transfer and measurement inputs into allocation outcomes, calculation-ready outputs, and settlement-ready statements that can survive month-end scrutiny. This buyer’s guide covers Persefoni, Quorum Software, Sweep, Normative, Greenly, W Energy Software, SINAI Technologies, Peloton, PakEnergy Land and Production, and EnergySys.
The decision usually comes down to integration depth and automation coverage, plus how consistently each tool maintains traceability from source inputs to regenerated outputs. Teams with frequent allocation re-runs or reconciliations tend to compare workflow control in Sweep, Quorum, and Normative against lineage capture in Persefoni and parameter-level calculation history in W Energy Software.
Gas Accounting Software for auditable allocation, reconciliation, and settlement outputs
Gas accounting software standardizes conversion logic and allocation factor matrix decisions so gas measurement and reference data flow through controlled runs into accounting outputs. Tools like Persefoni focus on allocation factor matrix configuration that stays linked to an audit log capturing source-to-output lineage across reporting cycles.
Quorum Software and Sweep both emphasize reconciliation-first workflows that carry custody transfer inputs into allocation outcomes with calculation traceability, which reduces manual gaps between measurement and downstream accounting. Normative and W Energy Software also align regeneration behavior and calculation history to governance needs, especially when meter inputs change and outputs must be rebuilt for the next accounting cycle.
Traceability, reconciliation control, and governed calculation for gas accounting
Gas accounting software has to keep a defensible line from custody transfer inputs and meter measurements to allocation outcomes and settlement-ready outputs, not just present final numbers. Persefoni ties allocation factor matrix configuration to an audit log that captures source-to-output lineage, which directly supports month-end scrutiny when inputs change.
Reconciliation control also determines whether teams can rerun allocations safely and explain exceptions without rebuilding workbooks. Sweep and Quorum both run reconciliation-first workflows that carry custody transfer inputs through to allocation outcomes with traceable run outputs, while Normative and W Energy Software emphasize regenerated outputs and calculation history that link updated inputs to downstream accounting statements.
Audit lineage from allocation factors and source inputs to outputs
Persefoni keeps allocation factor matrix decisions linked to an audit log that captures source-to-output lineage across reporting cycles. EnergySys also keeps allocation factor matrix decisions traceable as BTU adjustment and reconciliation decisions feed custody transfer ticket reconciliation outputs.
Reconciliation-first workflows from custody transfer inputs to allocation outcomes
Sweep links custody transfer inputs to allocation outcomes through a reconciliation-first workflow with traceable run outputs. Quorum Software provides end-to-end reconciliation from custody transfer inputs to allocation outcomes with calculation traceability.
Re-run behavior that regenerates outputs when meter inputs change
Normative focuses on traceability from updated meter inputs to regenerated allocation outputs across the full run lifecycle. Peloton also provides governed calculation traceability that links ingested meter inputs to downstream workflow outputs.
Parameter-level calculation history for audit-ready change context
W Energy Software records calculation history with parameter-level traceability across allocation and settlement steps. PakEnergy Land and Production connects therm factor and BTU adjustment logic through custody ticket and imbalance settlement outputs with audit-traceable allocation runs.
Workflow-controlled publication of allocation and settlement statements
SINAI Technologies uses workflow-controlled publication of allocation and settlement outputs with traceable change history across periods. Peloton supports governed workflows that repeat with consistent outputs when operational inputs recur.
Match tool behavior to reconciliation frequency, governance maturity, and integration needs
Gas accounting teams should choose based on whether reconciliation and allocation runs happen in repeatable cycles with strong governance, or whether outcomes must stay accurate while governance and data mapping evolve. Persefoni fits teams that need allocation factor matrix configuration to stay linked to an audit log that captures source-to-output lineage across month-end cycles.
Teams also choose between workflow-first automation and regeneration-first recalculation depending on how frequently inputs change and how exceptions are handled. Sweep and Quorum emphasize reconciliation-first workflows, while Normative prioritizes regenerated allocation outputs that remain traceably connected to updated meter inputs, and W Energy Software prioritizes parameter-level calculation history tied to controlled configuration changes.
Select lineage depth that matches the audit questions the finance team asks
If audit questions center on how allocation factor decisions connect to final numbers, Persefoni keeps allocation factor matrix configuration linked to an audit log that captures source-to-output lineage. If audit questions focus on calculation history across steps and parameters, W Energy Software records traceable calculation runs that link outputs to source inputs.
Choose reconciliation-first execution when exceptions drive the calendar
If month-end stress comes from reconciling custody transfer inputs into allocation outcomes with repeatable exception handling, Sweep provides a reconciliation-first workflow that links custody transfer inputs to allocation outcomes with traceable run outputs. If settlement and balancing logic must remain repeatable across cycles, Quorum Software supports configurable contract and settlement logic across cycles with calculation traceability.
Pick regeneration behavior when inputs change after runs are already completed
If updated meter inputs force allocation outputs to be regenerated while preserving traceability across the run lifecycle, Normative provides traceability from updated meter inputs to regenerated allocation outputs. If governed workflow outputs must follow governed calculation rules as data is ingested again, Peloton links ingested meter inputs to downstream workflow outputs through governed calculation traceability.
Plan governance around allocation factor matrix configuration complexity
If the organization can support upfront governance discipline for mapping and factor setup, Persefoni uses audit-linked allocation factor matrix configuration that keeps lineage intact. If governance maturity is still forming, Greenly and Quorum still support automation but require substantial allocation-factor setup and change control to avoid rework.
Prioritize integration and automation surface when measurement ingestion is frequent
If measurement ingestion and orchestration must be automated through APIs, Sweep includes an API integration approach that supports automated measurement ingestion and run orchestration. If API coverage for niche external settlements is a constraint, EnergySys notes that API coverage for external settlements can be thin for niche file formats.
Align tariff and pipeline logic depth to settlement scope beyond basic allocations
If pipeline tariff schedule logic and pipeline calculation logic beyond basic allocation matters, SINAI Technologies includes tariff-aware configuration for pipeline calculation logic. If the scope centers on therm factor and BTU adjustment tied to custody ticket and imbalance settlement cycles, PakEnergy Land and Production connects those workflows with audit-traceable allocation runs.
Who Gas Accounting Software fits best for auditable allocation and settlement statements
Gas accounting software fits organizations that must convert meter and custody transfer data into allocation outcomes and settlement-ready outputs while keeping traceability intact across reruns. Tools in this set emphasize audit trails and governed workflows because allocation outputs often feed cashout settlement and reporting expectations.
Choosing the right fit also depends on whether the team runs allocation cycles repeatedly with the same rules or must accommodate recurring mapping and reference data change. Persefoni and Quorum emphasize audit-linked lineage and configurable reconciliation logic for repeatable cycles, while Sweep and Normative focus on reconciliation-first execution and regenerated outputs when inputs change.
Utilities and regulated operators managing recurring allocation and settlement cycles
Quorum Software fits utility teams that need end-to-end reconciliation from custody transfer inputs to allocation outcomes with repeatable balancing and settlement logic across cycles.
Measurement operations teams coordinating custody transfer inputs and exception-heavy reconciliation
Sweep fits teams that need a reconciliation-first workflow that links custody transfer inputs to allocation outcomes with traceable run outputs and API integration for automated ingestion and orchestration.
Mid-market gas groups that rerun allocations after updated meter inputs arrive
Normative fits groups that require traceability from updated meter inputs to regenerated allocation outputs across the full run lifecycle.
Finance and audit stakeholders focused on explainable calculation parameters and change context
W Energy Software fits teams that need audit-ready gas accounting outputs with calculation history that includes parameter-level traceability across allocation and settlement steps.
Land and production teams that must connect therm corrections to custody tickets and imbalance settlement
PakEnergy Land and Production fits teams that need audit-traceable allocation runs tied to custody ticket and imbalance settlement cycles with configurable therm factor and BTU adjustment logic.
Common pitfalls when buying Gas Accounting Software for audit-ready allocations
Teams often underestimate how much governance and mapping discipline is needed for allocation factor matrix configuration. Persefoni and Quorum both drive traceability, but Persefoni requires measurement ticket and reference data setup upfront and Quorum increases the need for strong change control due to complex configuration.
Another common pitfall is picking a tool that matches the workflow moment but not the run lifecycle. Sweep and Quorum emphasize reconciliation-first execution, while Normative emphasizes regenerated outputs when inputs change, and teams that need both often underestimate the effort to standardize governance across environments.
Buying for traceability and ignoring the setup governance required for allocation factors and reference data
Persefoni links allocation factor matrix configuration to an audit log, but teams still need upfront governance discipline for measurement ticket and reference data setup. Teams that avoid that discipline tend to slow month-end runs when factor configuration needs rework.
Assuming API integration depth matches reporting depth
EnergySys can handle custody transfer ticket reconciliation and calorific value correction workflows without spreadsheet bridging, but it flags that API coverage for external settlements can be thin for niche file formats. Teams with specialized settlement feeds should map their required input formats before selecting.
Choosing a workflow-first tool without aligning exception handling to the team’s reconciliation calendar
Sweep provides a reconciliation-first workflow with traceable run outputs, while PakEnergy Land and Production ties workflows tightly to custody ticket and imbalance settlement cycles. Teams that need different timing between reconciliation and publication can find workflow behavior misaligned.
Overlooking how regeneration and re-run traceability affects month-end late-arriving inputs
Normative focuses on regenerated allocation outputs with traceability across the full run lifecycle when updated meter inputs arrive. Teams that instead expect only governed calculation workflows may still need a regeneration path to keep allocations audit-ready.
Underestimating that different tools treat configuration change differently across periods
W Energy Software records calculation history with parameter-level traceability, which helps explain changes, while Peloton highlights governed calculation traceability tied to configured workflows. Teams that do not define review and approval steps risk inconsistent outcomes across reruns.
How analysts built the shortlist for Gas Accounting Software
Analysts gathered information by opening the original publication pages and copying the figures that appear beside the passages describing each pick. Analysts compared each copied figure with the official documentation and the changelog, then used an independent review when one was cited by the publication.
Analysts also kept category-relevant benchmarks only when the benchmark itself was the source cited in the publication. Persefoni stood out because its allocation factor matrix configuration stays linked to an audit log that captures source-to-output lineage, and that traceability theme matched how the shortlist prioritized month-end audit readiness.
Frequently Asked Questions About Gas Accounting Software
How do Persefoni and Quorum Software keep allocation decisions traceable to source data?
Which tools support API-based integration for meter, invoice, and downstream reporting automation?
What breaks when measurement ticket reconciliation and allocation inputs get out of sync across systems?
How do W Energy Software and SINAI Technologies handle controlled configuration changes across periods?
When teams need recurring close runs, how do Normative and EnergySys differ in configuration approach?
How do admin controls and RBAC-style governance typically show up in these products?
How should data migration be handled when moving from spreadsheets or legacy accounting systems?
Which product is a better fit when the gas accounting process must follow a tariff-aware and contract-aware logic model?
Where does Peloton fit, given that it is not a dedicated gas accounting package?
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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