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Construction InfrastructureTop 10 Best Fire Fighting Design Software of 2026
Top 10 best fire fighting design software with ranked comparisons of Autodesk Revit, AutoSPRINK, and SprinkCAD for engineering teams.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
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Autodesk Revit is the best fit when your fire protection team needs coordinated, parametric BIM documentation across sprinkler layout and construction deliverables, whereas AutoSPRINK suits contractor and engineer teams that want quicker 3D hydraulic iteration and repeatable plan outputs without deep BIM authoring.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Autodesk Revit
System-aware MEP modeling that updates drawings and schedules from connectivity changes across Revit views.
Best for: Fits when fire protection teams need coordinated BIM documentation driven by parametric MEP connectivity.
AutoSPRINK
Editor pickAuto-generated plan package outputs keep sprinkler layout, device scheduling, and calculation results synchronized across revisions.
Best for: Fits when sprinkler designers need fast hydraulic iteration and repeatable plan package outputs without deep BIM authoring.
SprinkCAD
Editor pickDesign-linked documentation generation updates drawing outputs from sprinkler-specific calculation inputs.
Best for: Fits when small design teams need calculation-linked sprinkler drafting and fast revision output.
Comparison Table
Autodesk Revit
enterpriseBIM software used for fire protection system design, sprinkler layout coordination, and construction documentation.
System-aware MEP modeling that updates drawings and schedules from connectivity changes across Revit views.
Autodesk Revit is built around a parametric building data model that drives drawings, schedules, and tag consistency for fire protection system layouts. Revit MEP supports MEP family placement, system types, and connectivity so changes to routing or equipment propagate into schedules and views used for coordination. Coordination workflows can include BIM clash detection and export paths for downstream review using IFC and DWG round-trip processes.
A tradeoff appears in hydraulic-calculation depth because Revit handles geometry, connectivity, and documentation rather than being a dedicated hydraulic engine. Revit works best when hydraulic sizing outputs come from a specialized calculation tool, then pipe routing and device schedules are updated to match the design basis. Revit is also a better fit for teams that can manage model authoring discipline so revisions remain controlled across disciplines.
- +Parametric MEP modeling keeps routing, tags, and schedules synchronized
- +Clash detection workflows support coordinated fire and building systems
- +IFC and DWG exchange support downstream review and rework reduction
- +Revit families enable repeatable equipment and valve layout standards
- –Hydraulic computation depth is not its primary modeling responsibility
- –Full-team governance is needed to prevent schedule and tag drift
- –Complex families and large models can slow authoring and reviews
- –Fire protection-specific add-ons may be required for specialized workflows
BIM coordination leads
Coordinate sprinkler layouts across disciplines
Fewer coordination conflicts
Fire protection designers
Maintain consistent device schedules
Revision-ready documentation
Show 2 more scenarios
Multi-discipline engineering teams
Exchange model data for review
Lower rework from transfers
Use IFC and DWG round-trip workflows to support downstream markup and coordination cycles.
Design management teams
Standardize layouts with reusable families
More predictable outcomes
Apply controlled family templates and system definitions to enforce consistent equipment and valve layouts.
Best for: Fits when fire protection teams need coordinated BIM documentation driven by parametric MEP connectivity.
AutoSPRINK
vertical specialistDedicated 3D sprinkler system design and hydraulic calculation software for fire protection contractors and engineers.
Auto-generated plan package outputs keep sprinkler layout, device scheduling, and calculation results synchronized across revisions.
AutoSPRINK supports end-to-end sprinkler system design work where pipe routing, device selection, and hydraulic results must stay synchronized. The workflow is geared toward repeatable calculations and drawing output, which helps teams that iterate hazard classification and water supply assumptions across revisions. CAD overlay outputs and exchange formats support coordination with existing plan sets when BIM is not the primary authoring source.
A tradeoff appears when designs require complex modeling beyond what AutoSPRINK’s generator expects, since hydraulic results depend on how the layout and node network are entered. AutoSPRINK fits well for projects that cycle through standpipe, riser, and zone level changes and need fast redraws for plan packages.
- +Revision-friendly workflow keeps calculation inputs and outputs aligned
- +CAD overlay outputs reduce friction when updating existing plan sets
- +Consistent system reports support internal plan review cycles
- +Repeatable device and pipe routines speed common design iterations
- –BIM-first coordination workflows require external model management
- –Non-standard piping layouts can take longer to represent correctly
Sprinkler design firms
Fast iteration for scheme revisions
Fewer re-entry errors
Plan review coordinators
Standardized submittal documentation
Quicker review cycles
Show 1 more scenario
CAD-focused project teams
Overlay coordination on existing CAD
Lower redraw effort
Drawing overlays support syncing sprinkler design updates with existing plan deliverables.
Best for: Fits when sprinkler designers need fast hydraulic iteration and repeatable plan package outputs without deep BIM authoring.
SprinkCAD
SMBAutoCAD-based sprinkler system layout and hydraulic calculation software for fire protection contractors and designers.
Design-linked documentation generation updates drawing outputs from sprinkler-specific calculation inputs.
SprinkCAD is built around sprinkler layout authoring and calculation-linked reporting, so node-level results and summary tables can be updated when geometry changes. The workflow is centered on recurring design steps such as pipe sizing, demand area grouping, and troubleshooting friction loss outputs against the water supply basis used in the project. This fit tends to work best for teams that want calculation-driven revision cycles while keeping the drawing deliverables close to the editing environment.
A key tradeoff is limited governance depth for enterprise deployment compared with products that lead with RBAC, audit logging, and multi-user configuration controls. SprinkCAD is a strong fit when one or two design leads need repeatable drafting and calculation output for NFPA 13 style deliverables, and the team can manage revisions with process discipline rather than platform-level controls.
- +Sprinkler layout editing stays coupled to calculation outputs for revision cycles
- +Reports update directly from design inputs without heavy manual table recreation
- +CAD round-trip support reduces rework between drawing revisions and deliverables
- +Works well for stand-alone sprinkler design sets focused on documentation
- –Enterprise governance controls are lighter than platforms with strong RBAC and audit logs
- –Hydraulic configuration flexibility can require manual parameter management for edge cases
Fire protection designers
Revise sprinkler layout with recalculated results
Fewer manual rechecks
Small engineering firms
Produce submission-ready sprinkler sets
More predictable handoffs
Show 1 more scenario
Design managers
Control revisions during fast turnarounds
Shorter review feedback loops
Team members rely on calculation-linked reporting to verify changes during reviews.
Best for: Fits when small design teams need calculation-linked sprinkler drafting and fast revision output.
MagiCAD for Revit
enterpriseMEP design software for Revit that includes fire protection content, calculations, and coordinated BIM workflows.
Revit-driven sprinkler design automation that maps Revit elements into design and documentation outputs without switching to a separate design dataset.
MagiCAD for Revit brings fire protection design workflows into an Autodesk Revit model, with its main distinction centered on converting Revit MEP geometry and schedules into sprinkler and fire protection design outputs. The tool supports sprinkler layout assistance and documentation linked to Revit content, which reduces manual translation between CAD overlays and the BIM model.
- +Ties sprinkler design outputs to Revit model content and schedules
- +Revit-centric workflow reduces manual CAD overlay handling
- +Supports iterative design cycles tied to model changes
- +Improves coordination artifacts by staying inside Revit authoring
- –Hydraulic workflow depth depends on how project data is structured in Revit
- –Automation setup requires consistent Revit family usage and parameter naming
- –Some analysis outputs feel less detailed than dedicated hydraulic platforms
- –Model exchange outside Revit can add rework if downstream tools expect IFC
Best for: Fits when teams already run Revit MEP as the model authority for sprinkler layout and documentation.
Pipe Flow Expert
SMBPipe network analysis software used for hydraulic calculations in water-based fire fighting systems.
Project-based node network calculation with traceable assumptions and results for fast sprinkler and standpipe rechecks.
Pipe Flow Expert calculates and checks pipe network hydraulics for fire sprinkler and fire protection layouts with node-by-node pressure and demand tracking. It supports piping design workflows such as pipe sizing, friction loss calculations, and iterative updates when fittings, hose streams, or supply constraints change.
- +Hydraulic calculations use pressure, demand, and losses tied to named nodes
- +Reports keep input assumptions connected to resulting sizing outcomes
- +Iteration supports quick recalculation when pipe runs or constraints change
- +Supports common fire system layout conventions for sprinkler and standpipe work
- –CAD-to-model round-tripping is limited compared with full BIM add-ins
- –Complex design governance requires disciplined project configuration and checks
Best for: Fits when teams need repeatable hydraulic calculation checks across sprinkler and standpipe layouts.
StabiCAD
enterpriseStabiCAD provides BIM-based MEP design workflows that include fire protection systems.
StabiCAD’s calculation report structure ties network inputs to verification-ready output for fast revision cycles.
StabiCAD is a fire fighting design workflow centered on hydraulic calculation and document output. It supports sprinkler and water mist system design runs with pipe sizing, friction loss, demand area logic, and pressure checks, then packages results for engineering review.
- +Structured calculation reports with clear inputs and pressure check outputs
- +Pipe sizing and pressure validation stay consistent across design iterations
- +CAD overlay and exchange workflows help keep layout and calculations aligned
- +Project templates support repeatable design baselines for similar buildings
- –Revit MEP clash detection coverage is limited compared with BIM model checkers
- –Deep automation depends on a setup-and-configuration pattern per firm workflow
- –Hydraulic remote area modeling can feel constrained for complex topology cases
- –IFC export and coordination-focused outputs are not as central as in BIM-centric tools
Best for: Fits when fire protection teams need repeatable hydraulic calculation documentation with CAD-aligned workflows.
PyroSim
vertical specialistFire dynamics simulation software used to model smoke movement, heat transfer, and sprinkler interactions in building fire scenarios.
Real-time smoke and flame visualization tied to time-stepped fire growth and ventilation interactions inside compartment layouts.
PyroSim from Thunderhead Engineering is distinct for real-time compartment-based fire dynamics modeling driven by a dedicated smoke and flame simulation engine rather than worksheet-style hydraulics. The workflow centers on building a geometry and compartment layout, selecting fire sources and operational scenarios, and validating outcomes with time-stepped visualization outputs.
- +Strong time-stepped visualization for smoke movement and tenable conditions
- +Scenario-based modeling with controllable fire source and boundary settings
- +Good workflow for compartment layouts used in performance-style studies
- +Exportable results for downstream documentation and coordination
- –Geometry and compartment setup requires careful model preparation
- –Less direct coverage for hydraulic pipe sizing and friction loss calculations
Best for: Fits when fire dynamics simulation is required for a compartmented space, and visualization outputs drive design decisions.
FireCAD
vertical specialistSprinkler system design and hydraulic calculation software built for fire protection drawing production.
One-project calculation to reporting workflow that keeps pipe sizing results traceable to system inputs.
FireCAD is a fire fighting design package focused on hydraulic calculation workflows and reporting for sprinkler and piping layouts. It supports end-to-end inputs that link system selection, pipe sizing calculations, and design documentation outputs in one project flow.
- +Calculation-first workflow ties inputs to report outputs in one run
- +Hydraulic calculation outputs support consistent documentation for design reviews
- +Project-centric handling of pipe networks reduces manual result rework
- +Layout-driven modeling supports faster iteration during pipe sizing
- –Limited evidence of deep BIM clash workflows compared with BIM-native tools
- –Automation surface for external systems integration is not clearly exposed
- –Design governance and RBAC-style controls are not prominently documented
- –Complex multi-system projects can require careful model organization
Best for: Fits when firms need calculation-repeatability and structured hydraulic deliverables from layout-driven piping models.
HydraCALC
vertical specialistHydraCALC performs hydraulic calculations for fire sprinkler systems and water supplies.
Node-based hydraulic calculation worksheets that keep segment-level inputs tied to network pressure results.
HydraCALC performs hydraulic calculation workflows for fire protection designs, including sizing and pressure-loss checks across pipe networks. It focuses on producing calculation outputs that support common sprinkler and standpipe design steps, with hazard-based inputs and network-level results.
- +Calculation-first workflow for hydraulic network sizing and friction-loss results
- +Hazard and demand inputs support repeatable sprinkler and standpipe checks
- +Document-style output formats for design review handoff
- +Network node approach helps catch mismatched pipe segment assumptions
- –Integration with BIM models depends on external workflow rather than native clash context
- –Automation is limited compared with tools that offer broad API-driven design pipelines
Best for: Fits when teams need consistent hydraulic calculation documentation and pipe-network checks without heavy BIM automation.
FDS
vertical specialistComputational fluid dynamics software for fire-driven fluid flow simulation used in fire protection engineering and safety design.
Transient fire dynamics outputs tied to thermodynamics and fluid flow, including smoke and visibility behavior over time.
FDS from pages.nist.gov is a fire dynamics simulator built for modeling smoke, heat, and fire spread in compartmented spaces. The workflow centers on defining geometry, materials, ignition sources, and vents, then running transient simulation outputs for temperatures, visibility, and gas concentrations.
- +Physics-based transient modeling of smoke and heat for compartment fire scenarios
- +Configurable suppression modeling such as water spray and sprinkler water delivery assumptions
- +Repeatable input files for version control and scenario-to-scenario comparisons
- +Detailed outputs for visibility and gas layer behavior during time evolution
- –Hydraulic design tasks like pipe sizing require separate sprinkler and pump tools
- –Setup accuracy depends on careful geometry, mesh, and material property calibration
- –Large models can demand high compute time to complete meaningful parameter sweeps
- –Automation for parameter optimization is limited compared with dedicated workflow tools
Best for: Fits when teams need fire behavior and smoke outcomes to validate design decisions for specific spaces.
Conclusion
After evaluating 10 fire fighting design software, Autodesk Revit 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 Fire Fighting Design Software
Fire fighting design software is used to produce layout-linked deliverables such as sprinkler and standpipe drawings, hydraulic calculation reports, and system schedules that stay consistent during revisions. This guide covers Autodesk Revit, AutoSPRINK, SprinkCAD, MagiCAD for Revit, Pipe Flow Expert, StabiCAD, PyroSim, FireCAD, HydraCALC, and FDS.
The ranking favors tools that keep connectivity and outputs synchronized across the workflow, because fire protection design errors often appear when layout changes break calculation assumptions. Autodesk Revit is the top-ranked option when MEP connectivity drives coordinated BIM documentation, while AutoSPRINK and SprinkCAD focus on fast revision-friendly plan package outputs tied to sprinkler design inputs.
Fire Fighting Design Software for sprinkler, standpipe, and fire dynamics deliverables
Fire fighting design software supports engineering workflows that link hazard classification inputs and network or transient models to drawings, schedules, and calculation documentation. Hydraulic-focused tools such as HydraCALC and Pipe Flow Expert organize node-based sizing so segment inputs remain tied to resulting pressure and friction-loss outcomes.
BIM-driven workflows shift that linkage into model connectivity and documentation automation. Autodesk Revit uses system-aware MEP modeling that updates drawings and schedules from connectivity changes across Revit views, while MagiCAD for Revit turns Revit sprinkler layout content into design and documentation outputs without moving to a separate dataset.
Key evaluation points for Fire Fighting Design Software
Fire fighting design software must keep sprinkler and standpipe deliverables consistent as layouts change, because report inputs and network sizing assumptions often drift when the authoring path breaks synchronization. The most reliable workflows keep connectivity, device schedules, and calculation inputs linked so that revisions update drawings and outputs without retyping tables or rebuilding assumptions.
Connectivity-driven BIM documentation and schedule synchronization
Autodesk Revit updates drawings and schedules from connectivity changes across Revit views so parametric MEP modeling stays synchronized during revisions. MagiCAD for Revit maps Revit elements into sprinkler design and documentation outputs without switching to a separate design dataset.
Revision-friendly sprinkler plan package outputs tied to calculations
AutoSPRINK generates plan package outputs that keep sprinkler layout, device scheduling, and calculation results aligned across revisions. SprinkCAD updates drawing outputs from sprinkler-specific calculation inputs so layout editing stays coupled to calculation outputs.
Node-based hydraulic calculation traceability and network assumptions
Pipe Flow Expert uses a project-based node network so pressure, demand, and losses link to named nodes with traceable assumptions. HydraCALC keeps segment-level inputs tied to network pressure results through node-based hydraulic calculation worksheets.
Verification-ready calculation documentation structure
StabiCAD ties network inputs to verification-ready output through structured calculation reports with clear inputs and pressure check outputs. FireCAD runs a one-project calculation to reporting workflow that keeps pipe sizing results traceable to system inputs in a single run.
Fire dynamics simulation with time-stepped smoke and heat behavior
PyroSim runs time-stepped smoke and flame visualization tied to fire growth and ventilation interactions inside compartment layouts. FDS provides physics-based transient modeling for smoke and heat outcomes and can include configurable suppression assumptions such as water spray and sprinkler delivery.
How to choose Fire Fighting Design Software by workflow fit
Start by matching the tool to the source of truth for your design process, because BIM-first tools treat connectivity and schedules as the primary drivers while calculation-first tools treat node networks and worksheet inputs as the primary drivers. Then confirm the revision path, because fire protection teams lose time and correctness when drawing outputs update without recalculating the same assumptions or when automation depends on inconsistent project configuration.
Choose BIM connectivity as the design authority when schedules must stay synchronized
Select Autodesk Revit when coordinated BIM documentation must update drawings and schedules from connectivity changes across Revit views. Choose MagiCAD for Revit when sprinkler design and documentation outputs must originate from Revit content and schedules without switching datasets.
Choose calculation-linked sprinkler plan packages when speed of revision packaging is the priority
Select AutoSPRINK when revision-friendly plan package outputs must keep sprinkler layout, device scheduling, and calculation results synchronized. Choose SprinkCAD when small teams need sprinkler layout editing coupled to sprinkler calculation inputs and direct report updates from design inputs.
Choose node-network hydraulic tools when rechecks must be repeatable across sprinkler and standpipe layouts
Select Pipe Flow Expert when named node networks must connect pressure, demand, and losses to traceable hydraulic assumptions for fast rechecks. Choose HydraCALC when segment-level worksheets and friction-loss results must stay tied to network pressure outcomes without heavy BIM automation.
Choose calculation-first reporting when deliverables must come from a single reproducible run
Select FireCAD when a one-project calculation to reporting workflow must keep pipe sizing results traceable to system inputs in the same run. Choose StabiCAD when calculation report structure must provide clear inputs and pressure check outputs that support revision documentation cycles.
Choose fire dynamics simulation when compartment smoke and tenability outcomes drive design decisions
Select PyroSim when time-stepped smoke movement and tenable conditions must be visualized with scenario-based controllable fire source and boundary settings. Choose FDS when transient thermodynamics and smoke visibility behavior must be modeled physics-first, including suppression assumptions like water spray and sprinkler delivery.
Who should use which Fire Fighting Design Software
Different fire protection workflows require different linkage points between design authoring, hydraulic computation, and deliverable generation. The right tool choice depends on whether drawings and schedules are generated from connectivity in a BIM model or from node networks and calculation-first worksheets.
BIM-led fire protection teams delivering coordinated sprinkler and building systems documentation
Autodesk Revit fits when system-aware MEP modeling must update drawings and schedules from connectivity changes across Revit views to reduce schedule and tag drift risk. MagiCAD for Revit fits when sprinkler outputs must be driven from Revit sprinkler layout content mapped into design and documentation outputs without changing the dataset.
Sprinkler designers focused on fast iteration of layouts and repeatable plan package outputs
AutoSPRINK fits when revision-friendly plan package outputs must keep sprinkler layout, device scheduling, and calculation results synchronized. SprinkCAD fits when sprinkler layout editing must stay coupled to calculation outputs so reports update from design inputs without heavy manual table recreation.
Firms that need repeatable hydraulic rechecks with explicit node and segment assumptions
Pipe Flow Expert fits when pressure, demand, and losses must tie to named nodes with traceable assumptions for sprinkler and standpipe rechecks. HydraCALC fits when hydraulic worksheets must keep segment-level inputs tied to resulting network pressure and friction-loss results without relying on native BIM clash context.
Teams producing verification-ready hydraulic calculation documentation for design reviews
StabiCAD fits when structured calculation reports must map network inputs to verification-ready output with clear pressure check outputs. FireCAD fits when a calculation-first workflow must generate hydraulic deliverables that keep pipe sizing results traceable to system inputs in one run.
Designers running compartment fire behavior studies tied to smoke movement and suppression assumptions
PyroSim fits when time-stepped visualization must show smoke movement and tenable conditions tied to compartment layouts with scenario-based controllable fire sources. FDS fits when physics-based transient modeling must generate smoke and visibility behavior over time and include suppression modeling assumptions such as water spray and sprinkler water delivery.
Common pitfalls when buying Fire Fighting Design Software
Many selection failures come from a mismatch between the tool’s synchronization model and the team’s revision workflow. Other failures come from choosing a tool that handles drawings or hydraulic calculations well but does not expose the integration or governance surface needed for controlled project delivery.
Buying a BIM-native tool for hydraulic depth while expecting it to behave like a node-network hydraulic calculator
Autodesk Revit provides system-aware MEP modeling and synchronized schedules through connectivity changes, but hydraulic computation depth is not its primary modeling responsibility. If hydraulic rechecks rely on explicit node and segment worksheets, HydraCALC or Pipe Flow Expert aligns better with node-based pressure and friction-loss documentation.
Assuming sprinkler plan package outputs automatically stay correct without a consistent model management process
AutoSPRINK revision-friendly plan package outputs stay aligned when inputs and outputs are managed through its workflow, but BIM-first coordination can require external model management. SprinkCAD keeps layout editing coupled to calculation outputs, but enterprise governance controls are lighter than platforms with strong RBAC and audit logs.
Underestimating the effort needed to represent non-standard piping layouts inside a sprinkler automation workflow
AutoSPRINK notes that non-standard piping layouts can take longer to represent correctly. SprinkCAD also relies on sprinkler-specific calculation-linked drafting, so edge-case hydraulic configurations may require manual parameter management rather than automatic mapping.
Choosing a fire dynamics simulator as a substitute for hydraulic sizing deliverables
PyroSim and FDS focus on time-stepped fire dynamics visualization and transient smoke and heat outcomes, not pipe sizing and friction-loss calculations. For hydraulic deliverables tied to node assumptions, Pipe Flow Expert or HydraCALC must be included in the toolchain.
Overlooking the CAD-to-model or clash workflow boundary between BIM-native checkers and calculation-first tools
Pipe Flow Expert is limited on CAD-to-model round-tripping compared with full BIM add-ins, so it may not match BIM-first clash context expectations. StabiCAD has limited Revit MEP clash detection coverage compared with BIM model checkers, so clash governance may require a separate BIM-native pathway.
How We Selected and Ranked These Tools
We evaluated Autodesk Revit, AutoSPRINK, SprinkCAD, MagiCAD for Revit, Pipe Flow Expert, StabiCAD, PyroSim, FireCAD, HydraCALC, and FDS against workflow synchronization, revision correctness, and hydraulic or fire dynamics deliverable traceability. Features accounted for 40% of scoring because the ability to keep layout changes synchronized with outputs and calculation inputs directly affects rework risk in sprinkler and standpipe design cycles.
Ease and value each accounted for 30% because consistent setup patterns and repeatable reporting matter when design iterations multiply. Autodesk Revit earned the top position because system-aware MEP modeling updates drawings and schedules from connectivity changes across Revit views and because its parametric connectivity supports coordinated fire and building system documentation without schedule and tag drift during revisions.
Frequently Asked Questions About Fire Fighting Design Software
How does Autodesk Revit support sprinkler and fire service design coordination beyond drafting?
Which tool is best for keeping sprinkler layout and hydraulic results synchronized through revisions?
How do HydraCALC and Pipe Flow Expert differ in how they represent hydraulic checks across a network?
When does PyroSim fit fire protection design workflows better than hydraulic-focused tools?
What breaks if teams rely on CAD overlays alone instead of model-linked automation in MagiCAD for Revit?
Which workflow is better for producing calculation-ready documentation from layout-driven piping models?
How do StabiCAD and AutoSPRINK handle structured inputs for sprinkler and water supply calculations?
How should teams plan data migration when moving from DWG-centered workflows to BIM-centric workflows?
Which tool is more suitable for hazard-specific sprinkler design assumptions tied to node-level results?
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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