GITNUXSOFTWARE REVIEW
Manufacturing EngineeringTop 10 Best Circuits Design Software of 2026
Top 10 circuits design software ranked by features and workflow fit, with tool comparisons including Siemens Xpedition and Cadence OrCAD for engineers.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
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Siemens Xpedition is the best fit for large teams needing controlled hierarchical PCB design reuse across many revisions, whereas Labcenter Proteus is the smarter choice when you must iterate schematic to MCU and mixed-signal simulation in one loop.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Siemens Xpedition
Hierarchical design management that preserves connectivity traceability through schematic and PCB iterations.
Best for: Fits when large teams need controlled hierarchical design reuse across many board revisions.
Cadence OrCAD
Editor pickOrCAD PSpice model-driven simulation workflow designed for established analog and mixed-signal verification patterns.
Best for: Fits when teams need stable schematic and SPICE simulation workflows within a Cadence ECAD environment.
Labcenter Proteus
Editor pickInteractive simulation with runtime controls and virtual instruments tied to schematic nets.
Best for: Fits when early mixed-signal and MCU-interface validation must stay inside schematic-to-simulation iterations.
Comparison Table
Siemens Xpedition
enterpriseEnterprise-level PCB design suite for complex systems.
Hierarchical design management that preserves connectivity traceability through schematic and PCB iterations.
Siemens Xpedition is designed for teams that manage complex schematics and PCB assemblies with controlled reuse across hierarchical blocks. It emphasizes structured design objects that keep schematic edits consistent with downstream layout updates. Netlist handoff to analysis is tied to the same component and connectivity definitions used during design capture and PCB work.
The tradeoff is that the toolchain expects tighter project governance than many smaller EDA setups, because large designs depend on naming discipline and constraint strategy to stay stable across iterations. Xpedition fits best when an engineering organization needs predictable throughput across many boards and revision cycles, not when a one-off layout needs minimal process overhead.
- +Hierarchical design reuse keeps multi-board edits consistent across revisions
- +Constraint-driven workflow improves layout predictability for dense designs
- +Tight connectivity traceability reduces rework between schematic and PCB
- +Signoff output generation fits structured release processes
- –Requires disciplined project setup to prevent constraint and naming drift
- –Learning curve is higher than simpler schematic-first tools
- –Automation scripting is less accessible than GUI-only workflows
- –Component and library management can feel heavy for small projects
Multi-board electronics engineering teams
Reuse hierarchical blocks across product variants
Lower variant rework
High-density PCB programs
Maintain constraint intent during layout
More stable iterations
Show 2 more scenarios
Verification-focused design teams
Generate analysis-ready connectivity for SPICE workflows
Fewer mismatches
Netlist handoff preserves component and connectivity definitions to keep analysis aligned with design.
Organizations standardizing EDA processes
Support repeatable release outputs
More repeatable signoff
Structured design objects support consistent export behavior across project branches and revisions.
Best for: Fits when large teams need controlled hierarchical design reuse across many board revisions.
Cadence OrCAD
enterpriseScalable PCB design environment for schematic capture and routing.
OrCAD PSpice model-driven simulation workflow designed for established analog and mixed-signal verification patterns.
OrCAD Capture provides schematic capture with component instantiation, hierarchical blocks, and consistent net propagation into simulation and board outputs. OrCAD PSpice supports SPICE simulation runs that integrate into a larger verification workflow rather than replacing the rest of the EDA toolchain. The OrCAD-centric workflow pairs well with established component library and revision management practices where design reuse is required.
A key tradeoff is that OrCAD’s strength concentrates on schematic and simulation workflows while deeper PCB implementation and advanced routing logic come from the broader Cadence ECAD toolchain rather than staying entirely inside OrCAD. OrCAD fits teams migrating existing schematic libraries and simulation scripts that must keep behavior stable across design iterations.
- +Hierarchical schematic capture supports disciplined multi-block designs
- +PSpice simulation workflow fits analog and mixed-signal verification routines
- +Repeatable design exports support stable downstream netlists
- +Cadence toolchain alignment reduces friction in established environments
- –PCB authoring depth depends on the surrounding Cadence ECAD components
- –Simulation setup can require careful model and stimulus management
- –Library customization workflows can be time-consuming for new teams
- –Cross-tool automation often needs scripted integration work
Hardware engineering teams
Hierarchical schematic capture for product variants
Faster variant development
Electronics verification engineers
SPICE simulation of analog behavior
Fewer lab iterations
Show 2 more scenarios
Mixed-signal design groups
Mixed-signal verification handoff
More predictable integration testing
Engineers drive mixed-signal checks using simulation outputs that match schematic net naming.
Manufacturing-focused hardware orgs
Controlled release design reuse
Lower design drift
Organizations standardize schematic and simulation practices across multiple boards and releases.
Best for: Fits when teams need stable schematic and SPICE simulation workflows within a Cadence ECAD environment.
Labcenter Proteus
SMBPCB design software combined with microcontroller simulation.
Interactive simulation with runtime controls and virtual instruments tied to schematic nets.
Proteus is used for schematic capture that feeds directly into SPICE-based analysis and mixed-signal co-simulation, so component parameters and net connectivity propagate without exporting into a separate simulator project. Interactive runtime controls and virtual instruments help validate timing and signal interaction while still editing the schematic. The tool also supports hierarchical design patterns for multi-block circuits, which helps manage large MCU systems and subsystems in one netlist.
A key tradeoff appears when projects need heavy downstream physical design automation, because Proteus is not an ECAD layout engine with the same depth as PCB-first systems. Proteus fits teams that need to validate MCU interfaces, analog front ends, and digital logic behavior early, then hand off results to a separate PCB tool for autorouter and DRC steps.
- +Mixed-signal simulation runs from the same schematic project
- +Virtual instruments provide interactive measurement without external tooling
- +MCU-centric workflows reduce gaps between firmware and circuit behavior
- +Hierarchical schematics keep large designs navigable during simulation
- –PCB layout depth and signoff workflows are not the primary strength
- –Advanced simulation modeling can demand setup discipline and model alignment
- –Tight coupling to its simulator workflow can complicate mixed-tool reuse
- –High component libraries may still require symbol and footprint verification
Embedded electronics engineers
Validate MCU IO timing with peripherals
Fewer interface bugs before hardware
Analog and power designers
Test analog front ends with digital loads
Faster sensitivity and stability checks
Show 1 more scenario
Systems prototyping teams
Debug multi-board logic and signals
Earlier system-level integration confidence
Use hierarchical schematics to simulate subsystems and their interconnections.
Best for: Fits when early mixed-signal and MCU-interface validation must stay inside schematic-to-simulation iterations.
KiCad
enterpriseOpen-source EDA suite for schematic capture and PCB layout.
Scripting and add-on hooks that let workflows modify libraries, layout data, and DRC enforcement.
KiCad is an open-source circuits design suite that pairs schematic capture and PCB layout in one project workspace. Its automation tooling supports rules checking and constraint-driven design, with export workflows that produce industry-standard manufacturing outputs.
- +Unified schematic capture and PCB layout in a single project workflow
- +Version control friendly text project files for diffing and review
- +Scriptable workflows for repeatable DRC runs and custom checks
- +Industry output exports built for Gerber files generation and documentation
- –Advanced high-speed and signal integrity flows rely on external tooling
- –Constraint manager behavior can feel unintuitive when migrating complex rules
- –Component library curation takes discipline to avoid symbol and footprint drift
- –FPGA-centric workflows often require extra toolchain integration work
Best for: Fits when teams need controllable, version-controlled ECAD workflows with scriptable automation.
Autodesk Fusion 360
SMBCloud-based platform integrating mechanical CAD, PCB design, and manufacturing.
Fusion 360’s unified CAD and PCB project workflow keeps constraints and geometry context consistent across edits.
Autodesk Fusion 360 is used for PCB design work built around a single CAD-linked workspace that spans schematic capture, PCB layout, and manufacturing exports. It provides a constraints-driven layout workflow and DRC checks that tie design intent to board geometry for predictable routing outcomes.
- +Single project workflow connects CAD constraints to PCB layout decisions
- +Constraint manager supports intent-based editing during interactive routing
- +Extensibility API enables custom checks and workflow automation around designs
- +Manufacturing outputs include standard PCB file exports for downstream CAM
- –EDA library management can feel lighter than specialized ECAD suites
- –Mixed-signal and signal integrity depth is less extensive than top ECAD tools
- –Legacy ECAD flows may require extra conversion steps for clean reuse
- –Automation needs scripting discipline to maintain consistent design rules
Best for: Fits when mixed CAD plus PCB teams need one design environment with automation around releases.
Synopsys Custom Compiler
enterpriseAdvanced custom IC design environment for analog and mixed-signal circuits.
Constraint-driven implementation and optimization that tracks device and geometry intent through iterative custom layout changes.
Synopsys Custom Compiler targets custom analog and mixed-signal design teams that need tight control over device-level implementation and automation around signoff-oriented flows.
- +Strong analog implementation control for transistor-level customization and geometry constraints
- +Layout-aware optimization reduces rework between schematic intent and physical results
- +Automation-friendly flow integration with Synopsys verification steps
- +Hierarchical block handling supports multi-stage custom design reuse
- –Steep learning curve due to customization and constraint-driven iteration model
- –Workflow depth can create overhead for designs that need only basic custom layout
Best for: Fits when teams build repeatable analog and mixed-signal blocks that require layout-driven constraints across revisions.
Zuken CR-8000
enterpriseMulti-board PCB design system built for enterprise-level electronics.
CR-8000’s model-driven change management links schematic edits to downstream PCB representations with governance controls.
Zuken CR-8000 is a model-driven ECAD suite that centers on schematic intelligence and design data governance across multi-board programs. It pairs hierarchical design workflows with constraint-aware engineering changes that keep footprints, parameters, and routing intent aligned from capture through PCB output.
- +Model-driven change propagation reduces mismatches between schematic and PCB stages
- +Hierarchical reuse workflows support multi-board standardization and variant management
- +Constraint handling helps maintain routing intent and design-rule consistency during edits
- +Project governance features support controlled library and rule application across teams
- –Advanced configuration work creates a steeper learning curve for new users
- –Automation depth depends more on project setup than on out-of-the-box scripting
- –High-speed workflows can require careful rule tuning to avoid false DRC friction
- –Third-party integration breadth is narrower than mainstream Windows-centric EDA ecosystems
Best for: Fits when engineering teams need controlled, hierarchical design data management across multi-board programs.
DipTrace
SMBSchematic capture and PCB design software with an intuitive interface.
SPICE simulation is integrated into the same schematic and board editing workflow, enabling iterative circuit checks during design changes.
DipTrace centers on schematic capture and PCB layout in a single desktop workflow, with an emphasis on fast editing and a direct path from schematic data to board design. It includes SPICE simulation support for mixed analog and digital circuits, plus layout checks for electrical and manufacturing constraints such as DRC and DFM.
- +Single workflow connects schematic data directly into PCB layout.
- +Built-in SPICE simulation covers early verification without leaving the tool.
- +Hierarchical design helps manage multi-block schematics.
- +Autorouter and constraint-based editing speed up board iteration.
- –High-end signal integrity analysis tools are limited versus specialized vendors.
- –Mixed-signal workflows require careful model and stimulus setup.
- –3D visualization and advanced mechanical handoff are not the main focus.
- –Library management and reuse across teams needs stronger governance tooling.
Best for: Fits when individual engineers or small teams need one desktop flow for schematic, layout, and SPICE checks.
NI Multisim
SMBSPICE-based circuit simulation and schematic capture environment.
Instrument-style measurement views that connect simulation waveforms to probe workflows directly inside the schematic environment.
NI Multisim turns schematic capture into SPICE-driven circuit simulation with mixed-signal support via integrated measurement instruments. It targets educational and lab workflows by providing interactive probes, component models, and repeatable simulation runs tied to the schematic design.
- +SPICE simulation tightly mapped to the schematic, enabling direct parameter iteration
- +Integrated instrument-style measurement panels for waveform capture and analysis
- +Mixed-signal simulation workflows fit lab-style validation of analog and digital blocks
- +NI model and I/O integration helps connect simulation signals to external test setups
- –PCB layout and DRC coverage is not a replacement for dedicated ECAD toolchains
- –Advanced netlist-to-layout workflows rely more on external handoff than native end-to-end automation
- –Component model accuracy depends heavily on available SPICE models for the chosen parts
- –Team-scale configuration and governance features are less developed than in enterprise-focused EDA suites
Best for: Fits when lab validation, analog and mixed-signal simulation, and schematic-linked measurements matter more than full PCB design automation.
Fritzing
SMBOpen-source initiative for breadboard-based circuit design and documentation.
Breadboard-centric editor that links placed parts and wires across breadboard, schematic, and PCB views.
Fritzing is a circuit design tool aimed at visual hardware documentation, with an editor built around breadboard-style workspaces. It supports schematic capture workflows and produces PCB layouts that export manufacturing outputs like Gerber files.
- +Breadboard and wiring views make early wiring documentation straightforward
- +Schematic-to-layout workflow supports quick iteration from diagram to PCB
- +Export support includes Gerber files for common PCB fab pipelines
- +Parts library workflow fits teaching, demos, and maker prototypes
- –Limited advanced DRC and DFM controls for high-complexity PCB design
- –PCB workflow lacks industrial-grade autorouter and constraint management
- –Tight integration with deeper EDA toolchains is limited
- –Automation and extensibility options are weaker than scriptable ECAD suites
Best for: Fits when visual circuit design, documentation, and hobby to classroom PCB prototypes matter more than industrial verification.
Conclusion
After evaluating 10 circuits design software, Siemens Xpedition 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 Circuits Design Software
Circuits design software covers schematic capture, PCB layout, and simulation workflows that keep connectivity consistent from netlist through verification. This buyer's guide covers Siemens Xpedition, Cadence OrCAD, Labcenter Proteus, KiCad, Autodesk Fusion 360, Synopsys Custom Compiler, Zuken CR-8000, DipTrace, NI Multisim, and Fritzing.
The tools in this shortlist split along integration depth, automation surface, and governance for multi-board reuse. The ranking trades off hierarchical change propagation against end-to-end PCB authoring depth and against simulation iteration speed inside the schematic loop.
Circuits Design Software for schematic-to-PCB workflows and simulation
Circuits design software is an ECAD toolchain that turns schematic intent into PCB artifacts while supporting simulation-driven verification loops. Siemens Xpedition emphasizes hierarchical design management that preserves connectivity traceability across schematic and PCB iterations.
Other tools bias the workflow toward specific validation styles, like OrCAD’s OrCAD PSpice model-driven simulation patterns or Proteus’s interactive simulation that runs from the same schematic project. Across the set, the practical differences show up in hierarchical reuse controls, constraint-driven editing behavior, and the degree to which simulation and measurement workflows stay coupled to schematic nets.
What to verify before adopting Circuits Design Software
The decisive differences show up in how schematic changes propagate into downstream PCB artifacts, especially for multi-board programs with repeated revisions. Siemens Xpedition and Zuken CR-8000 both emphasize change management and hierarchical reuse workflows that reduce mismatches between schematic and board stages.
For teams that iterate during verification, simulation coupling and runtime controls matter more than raw PCB throughput. Labcenter Proteus, NI Multisim, and OrCAD prioritize schematic-linked simulation loops that keep stimulus and measurement close to the design being edited.
Hierarchical change management across schematic and PCB
Siemens Xpedition preserves connectivity traceability through schematic and PCB iterations via hierarchical design management. Zuken CR-8000 uses model-driven change propagation to link schematic edits to downstream PCB representations with governance controls.
Constraint-driven implementation behavior
Synopsys Custom Compiler tracks device and geometry intent through iterative custom layout changes with constraint-driven optimization. Siemens Xpedition pairs hierarchical reuse with a constraint-driven workflow that improves layout predictability for dense designs.
Simulation coupling to the schematic editing loop
Labcenter Proteus runs interactive simulation from the same schematic project and attaches virtual instruments to schematic nets for measurement. NI Multisim maps SPICE simulation directly to schematic-linked measurement panels and probe-style waveform capture.
Automation surface for repeatable ECAD workflows
KiCad exposes scripting and add-on hooks that modify libraries, layout data, and DRC enforcement in a version-controlled text workflow. Autodesk Fusion 360 keeps constraints and geometry context consistent across releases in a single CAD-plus-PCB project flow.
End-to-end PCB authoring depth versus validation-first flows
Siemens Xpedition targets large-team PCB authoring with hierarchical design reuse and layout predictability for dense work. Fritzing focuses on breadboard-centric visualization that links breadboard, schematic, and PCB views, while its PCB workflow lacks industrial-grade DRC and constraint management.
Integrated SPICE workflow versus simulation setup complexity
DipTrace integrates SPICE simulation into the same schematic and board editing workflow for early verification during changes. OrCAD centers on OrCAD PSpice model-driven simulation patterns, but simulation setup can require careful model and stimulus management.
Choose by workflow ownership: change propagation, simulation loop, and automation
Start with where errors become expensive in the team’s process, either during schematic-to-board propagation or during simulation-to-iteration. Siemens Xpedition and Zuken CR-8000 assume governance-heavy hierarchical programs, while Labcenter Proteus and NI Multisim assume schematic-led validation where net-coupled measurement drives iteration.
Then align with the dominant automation style, either scriptable ECAD file workflows or constraint-anchored interactive editing inside a unified environment. KiCad is built around scripting hooks and diff-friendly project files, while Fusion 360 anchors PCB behavior to CAD constraint context during interactive routing.
Map design reuse depth to hierarchical governance requirements
If multiple board revisions must stay consistent across schematic and PCB edits, Siemens Xpedition and Zuken CR-8000 match that governance model with hierarchical reuse and change propagation. If the workflow focuses on single-board experiments where full multi-board governance is less critical, Fritzing’s breadboard-first linkage may fit faster iteration needs.
Decide whether validation stays inside the schematic project
If the iteration loop requires interactive simulation with measurement tied to schematic nets, Labcenter Proteus keeps that loop inside one schematic project. If waveform capture and probe-style measurement inside the schematic environment are the priority, NI Multisim connects simulation waveforms to instrument-style panels for parameter iteration.
Pick constraint-driven behavior when physical intent must follow design intent
If transistor-level customization and layout-driven constraint iteration are required, Synopsys Custom Compiler tracks device and geometry intent through iterative custom layout changes. If dense PCB layout predictability with constraint-guided behavior is the goal, Siemens Xpedition’s constraint-driven workflow supports more predictable placement and routing decisions.
Choose the automation style that matches the team’s change process
If version control and repeatable workflow automation matter, KiCad’s scripting and add-on hooks can modify libraries, layout data, and DRC enforcement while staying friendly to text-based project diffs. If releases require consistent constraint context across edits, Autodesk Fusion 360 ties CAD constraints to PCB layout decisions inside one project workflow.
Treat “PCB depth” as a deliberate tradeoff, not an expectation
If the team expects full industrial PCB signoff workflows, Siemens Xpedition is built around hierarchical PCB authoring with layout predictability for dense designs. If the team mostly needs documentation and visual wiring from diagram to a prototype PCB, DipTrace and Fritzing support early circuit checks with less depth in advanced signal integrity analysis.
Who Circuits Design Software fits best
Circuits design software supports different ownership models across ECAD toolchains, from governance-heavy hierarchical reuse to schematic-led simulation validation. The right fit depends on whether the team’s biggest risk is schematic-to-PCB mismatch or verification friction during stimulus and measurement.
The tool shortlist splits into programs where change propagation must be controlled and programs where simulation iteration speed inside the schematic environment matters more than full end-to-end PCB authoring depth.
Large engineering teams managing multi-board program revisions
Siemens Xpedition and Zuken CR-8000 support hierarchical reuse and model-driven or hierarchical change propagation that reduces mismatches across schematic and PCB iterations.
Analog and mixed-signal verification teams built around SPICE workflows
OrCAD’s OrCAD PSpice model-driven simulation workflow fits established analog and mixed-signal verification patterns, while DipTrace integrates SPICE simulation into the same schematic and board editing loop for early checks.
Teams doing interactive net-tied mixed-signal validation
Labcenter Proteus runs mixed-signal simulation from the same schematic project and links virtual instruments to schematic nets for interactive measurement without leaving the design project.
Lab-centric teams where measurement views drive iteration
NI Multisim prioritizes instrument-style measurement views by connecting simulation waveforms to probe-style workflows directly inside the schematic environment.
Engineers needing scriptable, diff-friendly ECAD workflows
KiCad supports scripting and add-on hooks that modify libraries, layout data, and DRC enforcement, and its unified schematic and PCB project workflow uses version-control-friendly text files.
Common pitfalls when evaluating Circuits Design Software
Many failures come from assuming that simulation coupling, hierarchical governance, or PCB signoff depth are “included” just because schematic capture exists. The shortlist shows clear tradeoffs between hierarchical change management, interactive simulation loops, and advanced signal integrity coverage.
Teams also often under-estimate workflow fit for constraint behavior and configuration discipline, especially when migrating complex rules or implementing model-driven change propagation.
Choosing a tool for its simulation workflow and then discovering PCB signoff depth is not a strong match
Labcenter Proteus and NI Multisim concentrate on schematic-linked simulation and measurement, while Fritzing’s PCB workflow lacks industrial-grade DRC and DFM controls for complex boards.
Overlooking hierarchical governance needs until schematic-to-PCB mismatches appear in multi-board revisions
Siemens Xpedition and Zuken CR-8000 are designed around hierarchical change propagation, while tools with lighter governance and fewer modeled change controls increase the risk of naming drift and revision inconsistency.
Assuming constraint behavior will feel consistent during migration from another rules model
KiCad’s constraint manager behavior can feel unintuitive when migrating complex rules, and Synopsys Custom Compiler requires a steep learning curve because the implementation model is constraint-driven and customization-heavy.
Expecting signal integrity depth from a tool built for early verification iterations
DipTrace supports integrated SPICE simulation for early circuit checks, but high-end signal integrity analysis is limited versus specialized vendors. Fusion 360 also has less extensive mixed-signal and signal integrity depth than top ECAD tools.
Building a workflow that depends on external handoff when the team expects end-to-end native automation
NI Multisim’s PCB layout and DRC coverage is not a replacement for dedicated ECAD toolchains, and its advanced netlist-to-layout workflows rely more on external handoff than native end-to-end automation.
How We Selected and Ranked These Tools
We evaluated Siemens Xpedition, Cadence OrCAD, Labcenter Proteus, KiCad, Autodesk Fusion 360, Synopsys Custom Compiler, Zuken CR-8000, DipTrace, NI Multisim, and Fritzing by scoring features at 40%, ease at 30%, and value at 30%. Features focused on how hierarchical change management, constraint-driven behavior, and schematic-linked simulation workflows reduce iteration friction across the schematic-to-PCB loop.
Ease weighed the practical setup burden for simulation stimulus and model alignment, or for hierarchical configuration and constraint discipline in dense designs. Value reflected whether the tool’s strengths align with the workflow the team actually runs every day, and Siemens Xpedition separated itself through hierarchical design management that preserves connectivity traceability through schematic and PCB iterations while still supporting a constraint-driven workflow for dense layouts.
Frequently Asked Questions About Circuits Design Software
How does Siemens Xpedition keep connectivity traceable across hierarchical revisions in a multi-board program?
When should a team choose OrCAD Capture plus OrCAD PSpice instead of a mixed-signal simulator like Labcenter Proteus?
What breaks when moving a PCB workflow built around KiCad into a design flow that expects Autodesk Fusion 360’s unified CAD and PCB project context?
Which tool best supports admin controls for model-driven change governance from schematic to PCB output?
How do extensibility and automation mechanisms differ between KiCad and Fusion 360 for CI-style hardware workflows?
Where does SPICE integration fall short in NI Multisim compared with an ECAD-first PCB toolchain?
How does Synopsys Custom Compiler handle constraint-driven analog layout implementation differently from general PCB editors?
When is DipTrace’s desktop schematic-to-SPICE-to-layout loop a better fit than adopting a multi-instrument simulation workflow?
Which tool is best suited for visual breadboard-centric circuit documentation and prototyping workflows?
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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