GITNUXSOFTWARE ADVICE
Manufacturing EngineeringTop 10 Best Laser Burning Software of 2026
Compare laser burning software options for engravers and makers, with practical tradeoffs for file types, controls, and offline use.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
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LaserGRBL is the best overall pick for operators running GRBL-based diodes that need dependable raster and vector burning because its layer-aware, preview-driven workflow maps jobs straight into GRBL execution for repeatable multi-pass runs, while LaserWeb suits people who want browser-based G-code sending with live machine status and toolpath preview before they run.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
LaserGRBL
Raster and vector job generation mapped to GRBL laser execution with layer ordering for repeatable multi-pass runs.
Best for: Fits when operators need fast GRBL-driven laser engraving and cutting without heavy CAM post-processing.
LaserWeb
Editor pickBrowser-based G-code sender with live machine status and a toolpath preview flow before run.
Best for: Fits when operators need browser-based laser job execution with preview and repeatable machine control for GRBL-class controllers.
Glowforge App
Editor pickMaterial presets combined with device-linked job queue sending for repeatable results across sessions.
Best for: Fits when teams need guided laser burning workflows with material presets and predictable device sending.
Comparison Table
LaserGRBL
SMBFree GRBL sender for image engraving and basic laser control on Windows.
Raster and vector job generation mapped to GRBL laser execution with layer ordering for repeatable multi-pass runs.
LaserGRBL sends G-code to CO2 and diode laser controllers through a GRBL-style machine interface and focuses on laser path workflow for engraving and cutting. It provides raster and vector style processing from common artwork imports and supports per-layer ordering so multi-pass jobs run with predictable sequencing.
The software emphasizes fast iteration with realtime preview and machine settings tied to the job export so operators can reuse workflows across similar materials. LaserGRBL is distinct in how tightly it couples previewed laser paths with the generated job output format used by GRBL controller stacks.
- +Realtime preview tied to GRBL-style output improves operator job verification
- +Layer-based cut ordering supports consistent multi-pass sequencing
- +Raster and vector processing fit common engraving and cutting workflows
- +Material and power related job settings reduce rework between similar parts
- –Workflow depends on GRBL-compatible controller behavior and dialect
- –Advanced nesting and path optimization are limited compared with full CAM tools
- –Vector path cleanup and advanced curve controls are not as deep as dedicated editors
- –Hardware calibration for beam focus and alignment requires careful manual tuning
Makers and small production teams
Test raster and vector jobs on materials
More reliable job settings
Small shops working from SVG files
Convert SVG artwork for cutting and engraving
Faster laser job preparation
Show 2 more scenarios
Operators tuning machine performance
Calibrate speed and power for materials
Improved engraving consistency
Adjust image mapping and export settings to align GRBL laser response with test results.
Operators creating relief-style images
Run grayscale tone mapping for depth-like engravings
Tone-based relief engravings
Map tones to laser output and tune parameters through manual testing.
Best for: Fits when operators need fast GRBL-driven laser engraving and cutting without heavy CAM post-processing.
LaserWeb
makerOpen source browser-based control software for laser cutters and similar digital fabrication machines.
Browser-based G-code sender with live machine status and a toolpath preview flow before run.
LaserWeb provides browser-based laser burning control for sending G-code to common GRBL-class machines via a web UI and machine interface workflow. It distinguishes itself with tight offline-centric job execution, a job queue style flow, and built-in preview of toolpaths before sending commands.
The core workflow centers on importing or generating files, configuring machine parameters for the controller, and running layer-ordered jobs with operator-facing status readouts. Tight integration with the controller connection model makes it useful when consistent machine control and repeatable runs matter more than desktop-centric engraving design tools.
- +Web UI supports direct job sending and controller status viewing
- +Pre-run toolpath preview reduces sending incorrect paths
- +Offline file transfer friendly workflow for controller-connected setups
- +Layer-based run execution supports predictable ordering
- –Machine setup and coordinate calibration take careful configuration
- –Material and power-speed preset depth is limited versus full CAM suites
- –Integration favors GRBL-style controller interfaces over other brands
- –Advanced raster-to-vector and CAM post-processor workflows are not native
Laser operators and makers
Prepare vector cutting jobs from artwork
Repeatable cut jobs
Small fabrication shops
Sequence engrave and cut layers together
One queued multi-operation run
Show 2 more scenarios
Makers and small shops
Repeat custom engravings from SVG paths
Consistent engraving output
Load SVG artwork and apply layer-specific settings for consistent engraved results.
Machine owners and technicians
Validate controller parameters and positioning
Better-aligned controller setup
Test configuration behavior on the connected GRBL-class controller for aligned repeatable execution.
Best for: Fits when operators need browser-based laser job execution with preview and repeatable machine control for GRBL-class controllers.
Glowforge App
vertical specialistCloud-based design preparation and job management software for Glowforge laser printers.
Material presets combined with device-linked job queue sending for repeatable results across sessions.
Glowforge App generates laser jobs from design files and sends them to Glowforge machines with a guided print-style workflow. It includes a material preset layer with per-material control of speed and power, plus kerf and focus related settings for repeatable results.
The app performs toolpath preview and provides raster-to-output handling for engraving jobs that rely on image inputs. Job management is built around sending completed files to a device queue rather than streaming incremental print commands.
- +Material presets map directly to speed and power for consistent output
- +Live job preview reduces guesswork before sending to a machine queue
- +Supports both vector cutting and raster engraving workflows from common design formats
- +Cloud-linked device workflow simplifies file transfer versus manual USB transfers
- –Limited to Glowforge controller control model rather than open GRBL-style customization
- –Automation and API access are constrained compared with apps built for controller integration
- –Kerf compensation and tolerances are less tunable than in advanced CAM workflows
- –No universal CAM post-processor pathway for external toolchain formats
Designers and laser operators
Convert design files into device-ready jobs
Less manual CAM setup
Teachers and students
Run guided engrave and cut assignments
More consistent student projects
Show 2 more scenarios
Makers and product creators
Plan raster engraving plus vector cutting
Coordinated multi-step production
Coordinates layered engraving and cutting passes from one design layout for multi-operation jobs.
Freelancers and small businesses
Repeat customer orders with saved material settings
More consistent repeat output
Reuses per-material speed and power presets to reproduce outcomes across recurring laser jobs.
Best for: Fits when teams need guided laser burning workflows with material presets and predictable device sending.
LightBurn
vertical specialistDedicated laser cutting and engraving software for diode, CO2, and galvo systems.
Interactive beam alignment and job placement workflow that ties device calibration inputs directly to previewed toolpaths.
LightBurn is a laser burning software focused on tight control of laser toolpaths and device workflows, not just drawing playback. It supports raster engraving and vector cutting from import workflows, then sends jobs as G-code to compatible controllers and offline file transfers.
- +Reliable layer-based workflow controls per vector and raster job section
- +Clear toolpath simulation that matches sent G-code paths
- +Strong device workflow with offline file transfer options
- +Practical alignment workflow for beam positioning before production runs
- –Material preset management can feel manual for frequent job variety
- –Advanced effects require configuration discipline to avoid unintended output
- –Raster-to-vector conversion quality depends heavily on source artwork cleanup
- –Complex controller setups can require controller-specific tuning and wiring knowledge
Makers and fabrication shops
Cut parts from prepared vector jobs
More repeatable cut parts
CNC laser operators
Run GRBL laser jobs from desktop
Connected design-to-machine workflow
Show 2 more scenarios
Relief engraving operators
Create depth-style raster engravings
Previewable relief-like engraving runs
Depth-oriented raster or height-map toolpaths support previewable engraving effects from grayscale sources.
Laser operators with rotary attachments
Engrave cylindrical objects with tuned origins
Better rotary alignment results
Alignment and per-job parameters help set origin and machine settings for rotary-mounted engraving.
Best for: Fits when shops need repeatable vector and raster output with controller-side reliability and fast iteration.
xTool Creative Space
SMBVendor software for xTool laser design, framing, processing, and device control.
Guided material-to-device parameter mapping that keeps raster and vector jobs consistent on xTool controllers.
xTool Creative Space is a laser burning software for xTool diode and CO2 workflows that centers on guided design-to-job steps inside one app. It supports raster engraving and vector cutting style outputs with beam settings mapped to materials and device controls.
- +Material presets help convert design settings into machine parameters quickly
- +Job sending workflow keeps raster engraving and vector cutting in one place
- +Path preview reduces surprises before running long multi-layer jobs
- +Device-focused controls align with xTool controller expectations
- –Advanced laser tuning is limited compared with CAM-style toolpath control
- –Integration options for external pipelines are weaker than pure G-code workflows
- –Complex nesting and queue management are not built for high-throughput batching
- –Automation and API access for external orchestration is limited
Educators and beginner laser users
Lead students from import to execution
Practical design-to-job introduction
Craft businesses running mixed jobs
Organize layered cut and engrave
Fewer scattered project files
Show 2 more scenarios
New laser operators
Align materials using guided setup
More accurate job setup
Uses framing, orientation, and placement guidance to reduce alignment mistakes before execution.
Engravers processing photos
Create shaded photo engraving effects
Shaded image engraving output
Applies raster engraving settings for photo and shaded outputs with engraving-friendly visual preparation.
Best for: Fits when small teams need guided laser burning workflows without external CAM complexity.
LaserPecker Design Space
SMBCompanion software for LaserPecker portable laser engravers with design and job control features.
Device-aware job preparation that ties preview and parameter controls to compatible LaserPecker controllers.
LaserPecker Design Space centers on a guided job flow that pairs each job with device settings such as power and speed and a preview of the planned toolpath before running. The workflow is geared toward makers and small shops that want raster engraving behavior and basic vector cutting without switching between separate CAM and sender tools. It also supports adjustments like engraving scaling, offsets, and layer ordering during job preparation.
- +Guided device setting flow reduces mistakes in power and speed mapping
- +Job preview shortens iteration cycles for engraving placement
- +Material preset approach improves repeatability across similar jobs
- +Direct controller job sending supports quick prototype runs
- –Limited depth for kerf compensation and tolerance-centric vector cutting
- –Advanced laser tube or diode controller calibration workflows stay out of scope
- –Custom g-code post-processor control is not the primary focus
- –Complex nesting and multi-job optimization are limited
Maker studios
Prototype branded engraving sets
Fewer reworks during iteration
Small product teams
Produce serial-marked components
Higher throughput with stable results
Show 2 more scenarios
Workshop operators
Run simple vector logo cuts
Shorter prep-to-run time
Layer-based ordering and parameter controls simplify running basic cut shapes in one workflow.
E-commerce personalization staff
Batch raster engraving orders
More consistent customer deliverables
Raster engraving parameter controls and preview help standardize output across varied customer designs.
Best for: Fits when small shops need fast, repeatable engraving jobs on LaserPecker-compatible hardware.
LaserGRBL
SMBOpen source G-code streaming and image conversion software for GRBL-based diode laser engravers.
Integrated raster and preview-to-stream workflow for GRBL controllers using its built-in send pipeline.
LaserGRBL reads G-code and can generate raster engraving workflows from bitmap inputs, then streams commands to GRBL-compatible controllers over USB-to-serial. Its interface provides job-level controls for intensity mapping, engraving passes, and cut ordering via what gets sent in the generated G-code. Previewing before transmission helps catch scale and positioning mistakes before motion starts. The tool also includes device setup steps for GRBL parameters so the generated moves match machine geometry.
- +Raster engraving settings map directly into streamed G-code parameters
- +Vector workflows work from imported G-code with consistent preview alignment
- +Live status and send controls reduce exposure during command streaming
- +GRBL parameter workflow supports common diode and CO2 controller setups
- –Automation and batching rely on manual GUI steps rather than job APIs
- –Complex enclosure-specific safety workflows are not integrated into job runs
- –High-volume nesting and scheduling features are not part of the core flow
- –Material library management is limited to local presets and operator tuning
Freelance makers
Single-file engraving from bitmaps
Fewer setup retries
Small fabrication shops
Quick vector cutting on GRBL setups
Faster changeovers
Show 2 more scenarios
Workshop technicians
On-the-machine calibration burns
Tighter power and speed tuning
Technicians run focused test patterns by editing job settings and resending updated G-code.
Hobbyist educators
Teaching GRBL motion workflow
Lower learning friction
Students practice sending and interpreting G-code motion with immediate visual checks.
Best for: Fits when one operator needs local raster and vector burning control over GRBL machines.
Atomstack Studio
SMBVendor software for Atomstack laser engravers with project setup and device control.
Atomstack Studio’s Atomstack machine parameter mapping turns common laser run settings into direct job configuration.
Atomstack Studio focuses on end-to-end laser workflows for Atomstack diode and CO2 machines, including shape-by-shape editing and device-side job execution. The software emphasizes toolpath preparation features like raster engraving settings, pass ordering controls, and realtime run controls tied to the connected controller.
- +Job send and run controls are tightly mapped to Atomstack machine parameters
- +Raster engraving controls cover common power, speed, and dwell needs
- +Pass and ordering controls support practical cut sequencing
- +Toolpath preview and device feedback reduce guesswork during execution
- –Works best with Atomstack machines and is less direct for non-Atomstack controllers
- –Advanced path optimization features lag behind power-user CAM toolchains
- –Material presets breadth is limited for unusual stock dimensions and finishes
- –Kerf compensation workflows are not as configurable as in specialized CAM stacks
Laser shop operators
Queue raster jobs and run previews
Fewer mistakes, faster job throughput
Crafters using Atomstack CO2
Edit shapes and burn layered designs
Consistent engraving across batches
Show 2 more scenarios
Workshop teams standardizing presets
Reuse power and speed templates
Lower training time, fewer remakes
Teams align UI parameters to common laser settings to minimize rework across operators.
Product designers prototyping parts
Prepare files and send directly to controller
Quicker iteration cycles
Designers handle file preparation and device communication so prototypes run without manual conversion.
Best for: Fits when Atomstack users want fast Studio-driven runs with good preview and practical raster control.
K40 Whisperer
makerControl software built for K40 CO2 lasers and similar low-cost laser engravers.
K40 Whisperer’s K40-focused job queue and send workflow for combined raster engraving and vector cutting on one controller.
K40 Whisperer centers on producing controller-ready output for common K40 configurations, with a job queue that keeps multiple burns organized. It includes preview so raster engraving and vector cutting jobs can be sanity-checked before sending to the controller. Material presets help reduce per-job retyping for power and speed settings that match K40 tube behavior and wiring conventions.
- +K40-specific job workflow reduces per-machine setup churn
- +Raster and vector job preview supports faster pre-send validation
- +Material presets speed repeat burns on the same tube
- +Job queue keeps multi-part production organized during sending
- –Limited machine interface coverage versus general laser controller software
- –Requires careful K40 calibration for consistent kerf and edge quality
- –Batch automation stays inside the app instead of offering external API hooks
- –Preview checks do not fully substitute for controller trial cuts
Workshop operators
Batch engraving signs on a K40
Faster, repeatable production runs
Small makerspaces
Mixed vector cuts and raster marks
Fewer mixups between cut types
Show 2 more scenarios
In-house prototyping teams
Rapid rework on the same tube
Shorter iteration cycles
Material presets and queue parameters help iterate quickly on test panels without rebuilding workflows.
K40 maintenance owners
Repeatable tuning after calibration
More consistent edge results
Calibration values can be captured as repeatable settings so subsequent burns follow the tuned baseline.
Best for: Fits when one K40 CO2 machine runs repeat raster engraving and vector cutting jobs with tight operator consistency.
Thunder Laser RDWorks V8
vertical specialistVendor-distributed control software for Ruida-based Thunder Laser systems.
RDWorks V8’s Thunder Laser device parameter mapping keeps power and speed behavior aligned to the controller workflow.
Thunder Laser RDWorks V8 is a Windows laser-burn control package built around Thunder Laser hardware workflows. It generates and streams laser jobs with device-oriented parameters like power, speed, and raster and vector path handling.
- +Thunder Laser device parameter controls match common burn workflows
- +Raster and vector job paths are handled in a single send-oriented interface
- +On-device preview supports early detection of mis-sized artwork
- +Project-style saving supports repeat runs with shared settings
- –Automation and external API integration options are limited for mixed stacks
- –Material preset depth varies by job type and often needs tuning
- –Less flexible compared with sender tools that target multiple GRBL ecosystems
- –Workflow locks to the Thunder Laser controller model
Thunder Laser shop operators
Run customer files on RDWorks workflow
Fewer reruns and faster starts
Sign and graphics production teams
Batch engrave raster artwork
Consistent mark quality
Show 2 more scenarios
Laser engineering technicians
Tune machine parameters per job
More stable process control
Lets technicians adjust device-oriented parameters and validate results before streaming runs.
Manufacturers using Thunder workflows
Standardize exports for production
More reliable throughput
Produces repeatable output formats aligned to Thunder Laser controller expectations and previews.
Best for: Fits when a shop runs mostly Thunder Laser hardware and needs repeatable send workflows without deep integration.
Conclusion
After evaluating 10 laser burning software, LaserGRBL 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 Laser Burning Software
Laser burning software coordinates design-to-machine output by generating or streaming the exact raster and vector toolpaths sent to a laser controller. This guide covers LaserGRBL, LaserPecker Design Space, K40 Whisperer, LightBurn, LaserGRBL, xTool Creative Space, LaserWeb, Atomstack Studio, Glowforge App, and Thunder Laser RDWorks V8.
The walkthrough focus stays on engraving-ready workflow fit and controller alignment, including preview-to-send behavior for GRBL-class systems and device-aware parameter mapping for vendor controllers. Each tool review emphasizes how job preparation, job sending, and pre-run validation behave in day-to-day operator use.
Laser Burning Software: controller-aligned G-code workflows for raster and vector jobs
Laser burning software turns artwork into machine-ready output by managing G-code generation or direct G-code sender workflows, then pairing those outputs with preview and execution controls. For GRBL workflows, LaserGRBL emphasizes an integrated raster and preview-to-stream send pipeline that keeps raster settings mapped into streamed parameters.
For mixed vector and raster production, LightBurn centers layer-based workflow controls and toolpath simulation that matches sent G-code paths. For device-locked workflows, Glowforge App focuses on material presets and a device-linked job queue approach that reduces per-session parameter drift while limiting open controller customization.
Laser Burning Software capabilities that determine preview-to-send reliability
Laser burning software succeeds when preview, parameter mapping, and execution behavior stay aligned from job setup to the actual stream sent to the controller. That alignment is what prevents shifted artwork, wrong pass sequencing, and inconsistent raster settings across repeated runs.
This section focuses on how the tools in this guide handle raster and vector workflow split, how closely calibration inputs affect output placement, and how much automation exists in the job sending path.
Preview-to-send fidelity for raster and vector paths
LaserGRBL targets GRBL controllers with an integrated raster plus preview-to-stream send workflow that keeps raster settings mapped into streamed G-code parameters. LightBurn pairs an interactive beam alignment and job placement workflow with toolpath simulation that matches sent G-code paths.
Device-aware parameter mapping for repeatable runs
LaserPecker Design Space connects preview and parameter controls to compatible LaserPecker controllers through a guided device setting flow. Atomstack Studio turns Atomstack machine parameter mapping into direct job configuration so raster engraving controls map to common power, speed, and dwell needs.
Layered job controls with ordered pass sequencing
LightBurn provides reliable layer-based workflow controls per vector and raster job section with clear toolpath simulation that matches what gets sent. LaserGRBL also includes layer-based cut ordering so multi-pass runs remain consistent across repeated sequencing.
Automation depth and API surface for batching and queue control
LaserWeb runs as a browser-based G-code sender with live machine status and a toolpath preview flow before a run. LaserGRBL delivers a strong integrated send pipeline for GRBL but relies more on manual GUI steps for automation and batching than a job API.
Controller coverage and workflow specialization
K40 Whisperer concentrates on a K40-focused job queue and send workflow for combined raster engraving and vector cutting on one controller. Thunder Laser RDWorks V8 focuses on Thunder Laser device parameter controls and raster plus vector handling in a single send-oriented interface.
Who each Laser Burning Software type fits best
Laser burning software choices cluster around operator behavior and machine control style. Some tools aim to minimize misalignment by coupling calibration inputs to preview and simulation.
Others aim to reduce parameter drift by using guided device parameter mapping and device-linked job sending models for specific hardware ecosystems.
GRBL-focused operators running both raster engraving and streamed execution
LaserGRBL is designed for GRBL controllers with an integrated raster and preview-to-stream send pipeline that maps raster settings into streamed G-code parameters.
Shops that need interactive alignment and simulation before sending
LightBurn supports interactive beam alignment and job placement workflows that connect calibration inputs to previewed toolpaths, plus simulation that matches sent G-code paths.
LaserPecker users who want guided device setup tied to preview controls
LaserPecker Design Space keeps job preview and parameter controls consistent for compatible LaserPecker controllers through a guided device setting flow.
Team environments that prioritize material presets and predictable device sending across sessions
Glowforge App focuses on material presets and a device-linked job queue sending model that reduces per-session parameter drift, even though it limits open GRBL-style customization.
K40 CO2 owners running repeated combined raster and vector jobs on one machine
K40 Whisperer offers a K40-focused job queue and send workflow that supports combined raster engraving and vector cutting with faster validation via raster and vector job preview.
Common Laser Burning Software pitfalls that cause wrong output
Most failures come from mismatched expectations between preview behavior and execution behavior, or from assuming one machine workflow will generalize to another controller dialect. Another common failure mode is underestimating how calibration and parameter mapping depth impacts edge quality and kerf consistency.
These mistakes show up repeatedly in operator workflows because toolpath preview can look correct while send behavior depends on controller compatibility and chosen send pipeline.
Assuming automation and batching exist when the workflow is GUI-led
LaserGRBL can streamline raster plus preview-to-stream GRBL sending, but automation and batching rely on manual GUI steps rather than job APIs. LaserWeb is similarly operator-driven, so repeated production needs deliberate process design around the web sender.
Over-trusting preset-heavy workflows when calibration is machine-specific
K40 Whisperer reduces per-machine churn with a K40-focused job queue, but consistent kerf and edge quality still require careful K40 calibration. RDWorks V8 also aligns parameter behavior to Thunder Laser controller workflow, but mixed stacks face limited automation and external integration options.
Choosing a device-locked app for open controller customization needs
Glowforge App is constrained by a Glowforge controller control model rather than open GRBL-style customization, which limits how far operators can tune execution behavior. Thunder Laser RDWorks V8 similarly stays oriented around Thunder Laser hardware with limited support for mixed-controller setups.
Using limited vector tolerance workflows for kerf-sensitive production
LaserPecker Design Space has limited depth for kerf compensation and tolerance-centric vector cutting, which can break tight production tolerances. LaserGRBL covers multi-pass sequencing and repeatable layer ordering, but it also has limited advanced nesting and path optimization compared with full CAM tools.
How We Selected and Ranked These Tools
We evaluated LaserGRBL, LaserPecker Design Space, K40 Whisperer, LightBurn, LaserGRBL, xTool Creative Space, LaserWeb, Atomstack Studio, Glowforge App, and Thunder Laser RDWorks V8 against workflow fit for raster engraving plus vector cutting. Features counted for 40% of scoring because each tool’s preview, send pipeline, and layer or job section controls directly affect what reaches the controller.
Ease/value counted for 30% each because day-to-day operator verification depends on how quickly calibration inputs and device parameters land in previewed and sent output. LaserGRBL set the ranking because its integrated raster and preview-to-stream send pipeline maps raster engraving settings into streamed GRBL G-code parameters while also supporting consistent preview alignment for vector workflows.
Frequently Asked Questions About Laser Burning Software
How does LightBurn handle diode-versus-CO2 job differences inside one workflow?
When should LaserGRBL be used instead of a browser-based sender like LaserWeb?
Which tool provides integrated preview-to-stream workflow for GRBL controller stacks?
What breaks if a file import workflow relies on raster output but the controller expects vector execution?
How do Atomstack Studio and xTool Creative Space map material-oriented settings to device parameters?
When is K40 Whisperer the right choice for a single-machine, repeatable workflow?
What data migration steps matter when moving from one sender to another for GRBL-style control?
How do offline file transfer and streaming differ across LaserGRBL, LightBurn, and LaserWeb?
How should admin controls and access controls be handled for browser-based control in LaserWeb?
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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