
GITNUXSOFTWARE REVIEW
Video Games And ConsolesTop 10 Best 2D Rigging Animation Software of 2026
Compare 2d rigging animation software options for 2D character motion, with tradeoffs and use cases to support shortlisting for production teams.
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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Rive is the best overall pick for teams building interactive 2D character motion in UI and products, because its state-machine logic and timeline property exposure let code drive playback and transitions cleanly, while Blender is a strong alternative for studios that want Python-driven rig automation and repeatable export control across many variations.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Rive
Timeline property exposure wired into state-machine logic for code-driven, interactive animation control.
Best for: Fits when interactive UI animations need reusable rigs and property-driven control.
Blender
Editor pickPython API driven rig automation lets teams generate armatures, constraints, and batch exports without manual UI steps.
Best for: Fits when studios need Python-driven rig automation and export control across multiple character variations.
Synfig Studio
Editor pickDeformation pipeline centers on vector-ready scene parameters that drive mesh deformation without re-animating every frame.
Best for: Fits when a team needs parametric 2D puppet rigs with mesh deformation and timeline keyframing.
Comparison Table
Rive
API-firstRive combines 2D vector animation, bones, constraints, state machines, and embeddable runtimes.
Timeline property exposure wired into state-machine logic for code-driven, interactive animation control.
Rive is a 2D rigging and animation tool focused on interactive vector motion with a node-based state machine. It supports bone-based rigging, deformation of vector artwork, and layered scene composition through reusable assets.
Timelines expose properties to external systems, and animation logic can be authored with state transitions and event triggers. For engine integration, Rive exports runtime-ready assets so motion can be driven from code at playback time.
- +State machine authoring for vector animations with conditional transitions
- +Interactive property exposure so external code can drive playback behavior
- +Bone-based rigging that deforms vector artwork directly in the editor
- +Asset-based workflow supports reusing character rigs across scenes
- –Workflow depends on vector-first assets, with raster editing coverage limited
- –Advanced rig behavior can require careful hierarchy planning
- –Complex character rigs can feel heavier than timeline-only tools
- –Engine integration is runtime-focused, so offline export customization is limited
Game teams and character animators
Switch character behaviors from runtime inputs
Behavior changes on command
App designers and developers
Control vector animations from interface events
Motion responds to app state
Show 2 more scenarios
Frontend developers and product designers
Implement navigation and feedback UI motion
Consistent UI motion
Build reusable interface animations that change based on user navigation and feedback states.
Design system teams and UI engineers
Standardize shared motion for components
Reusable component motion
Package state-based animation logic as reusable assets to reduce duplicated authoring across variants.
Best for: Fits when interactive UI animations need reusable rigs and property-driven control.
Blender
SMBBlender supports 2D animation through Grease Pencil, armatures, constraints, and a general 3D production environment.
Python API driven rig automation lets teams generate armatures, constraints, and batch exports without manual UI steps.
Blender can rig and animate vector or raster based characters with a full 3D armature system and then export animation for 2D pipelines. Blender’s pose system, weight painting, and animation curves support reusable character rigs, from skeletal deformation to layered motion editing.
The timeline and non-linear animation tools support frame-by-frame and curve-driven workflows, with practical controls like constraints and IK/FK switching. For production integration, Blender exports common interchange assets and supports extensibility through its Python API for automated rig building and batch publishing.
- +Armature-based rigging with constraints and IK/FK workflows for repeatable character motion
- +Weight painting and vertex group binding for precise mesh deformation and retargeting
- +Python API enables automated rig generation and batch export for high throughput
- +Timeline and curve editor support keyframe, curve, and constraint-driven animation
- –2D rigging demands more setup because Blender is primarily a 3D-first workflow
- –Export and rendering choices require pipeline discipline to match 2D engine expectations
- –Advanced rig setups often depend on custom scripts or add-ons
- –Large scene performance can degrade with dense rigs and heavy modifiers
2D animation teams
Rig characters then animate with pose controls
Animated characters ready for rendering
Motion designers
Create procedural animations using curve workflows
Repeatable motion sequences
Show 2 more scenarios
Architectural visualization artists
Animate walkthrough sequences from scene rigs
Walkthrough visuals for review
Teams create animated presentations by keyframing scene motion and exporting for 2D pipeline use.
Automotive concept designers
Produce vehicle animation views for design review
Review-ready vehicle renders
Designers shape vehicle concepts, animate viewpoints, and export results for downstream 2D workflows.
Best for: Fits when studios need Python-driven rig automation and export control across multiple character variations.
Synfig Studio
SMBSynfig Studio is an open-source 2D animation application with vector interpolation, bone systems, and deformation tools.
Deformation pipeline centers on vector-ready scene parameters that drive mesh deformation without re-animating every frame.
Synfig Studio is a 2D animation and rigging tool built around vector-friendly, parametric workflows rather than pure sprite frame editing. It uses a scene graph with joints and deformers to drive mesh deformation from keyframed parameters on a timeline.
The software targets cutout animation and reusable character rigs with layered scene composition and interpolation modes for motion refinement. Export and interchange focus on bringing vector and raster assets into finished animation formats rather than deep engine-ready runtime rigging.
- +Parametric animation reduces redraw work for vector-based characters and rigs
- +Joint-driven deformation workflow supports reusable puppet structures
- +Layered scene composition supports mixing artwork types in one timeline
- +Keyframe interpolation options enable controllable motion curves
- –Rig control layout takes time to learn compared with bone-first editors
- –Weight painting workflow is more hands-on than paint-and-bind pipelines in peers
- –Engine integration is mostly export-driven rather than runtime rigging
- –Lip-sync and facial rig tooling are limited without manual rigging
2D animators and small teams
Reuse rigged vector character motions across scenes
Editable animation with fewer in-betweens
Indie game creators
Produce vector animation frames for engines
Engine-ready sprite or frame exports
Show 2 more scenarios
Rotoscopers and compositing artists
Create spline-based mattes from image sequences
Adjustable mattes for compositing
Trace moving subjects with editable spline geometry and animate vector mattes over time.
UI designers and product teams
Build looping icon and interface animations
Reusable animated UI visuals
Animate short micro-interactions using scalable vector artwork and reusable shapes.
Best for: Fits when a team needs parametric 2D puppet rigs with mesh deformation and timeline keyframing.
Toon Boom Harmony
enterpriseToon Boom Harmony supports cut-out rigs, deformers, traditional drawing, compositing, and studio production pipelines.
Character rig construction and deformation are driven by integrated constraint and controller objects designed for repeatable shot work.
Toon Boom Harmony is a production-focused 2D rigging and animation package built around bone-based puppet workflows and a node-style construction pipeline. It supports cutout animation and frame-by-frame animation in the same project space, then adds rig behaviors like inverse kinematics controls and deformers for character movement and mesh deformation.
- +Inverse kinematics controller workflow is tightly integrated with character rigs
- +Reusable character rig assets help standardize motion across large shot counts
- +Node-driven rig building keeps deformation logic organized as projects scale
- +Deformer stack supports varied mesh deformation needs within one pipeline
- –Rig authoring takes setup discipline to avoid brittle constraint graphs
- –Tooling depth increases learning time for controller and constraint design
- –Complex scenes can feel slower when rigs and effects multiply
- –Some sprite sheet export and layout automation require manual cleanup
Traditional and hybrid animators
Time hand-drawn frames with edits
Timed sequence with refined drawings
Broadcast and motion graphics teams
Keyframe layered titles on timeline
Layered elements for delivery
Show 2 more scenarios
Character animators on dialogue
Match facial poses to audio
Lip sync matched to dialogue
Adjust lip sync and facial performance by frame to align expressions with dialogue timing.
Cut-out and puppet animators
Animate rigged parts with controls
Editable character motion via rig
Drive characters built from rigged parts using puppet controls and deformers for editable motion.
Best for: Fits when animation teams need reusable 2D puppet rigs with consistent deformation across many shots.
OpenToonz
vertical specialistOpenToonz is an open-source 2D animation package with cut-out animation, skeleton tools, drawing, and compositing.
Integrated rigging and animation workflow built around Toonz timelines and its native project files.
OpenToonz is an open-source 2D animation suite that targets rigging and production workflows using Toonz-style timelines and drawing tools. Bone-based rigging is handled through its cutout and rigging toolchain, with deformation driven by joints and vertex binding.
- +Toonz-style timeline supports frame-based animation over rig playback
- +Bone-driven deformation works directly on bound vector or cutout artwork
- +Layered scene organization helps reuse character parts across scenes
- +Exported image sequences integrate cleanly into common engine pipelines
- –Rig editing UI feels production-oriented rather than rigging-tool centric
- –Inverse kinematics workflows are limited compared with specialized puppet rigs
- –Automation and external API surfaces are minimal for rig generation
- –Project interchange depends on specific file formats and exporter behavior
Traditional 2D animators
Hand-drawn shots with timed exposure sheets
Timed hand-drawn shots
2D motion graphics artists
Reusable vector strokes across scenes
Reusable vector sequences
Show 2 more scenarios
Pipeline-focused animation teams
Adapts exports to studio conventions
Studio-ready animation workflows
Tailors project structures and output to match downstream steps and local production requirements.
2D compositors and finishers
Node-based compositing of layered scenes
Composited shots for rendering
Combines drawings, backgrounds, effects, and animated layers for scene finishing workflows.
Best for: Fits when studios need an end-to-end 2D production tool with workable bone-based rigs.
Adobe Character Animator
SMBAdobe Character Animator animates 2D puppets using artwork rigs, webcam tracking, lip sync, and body controls.
Real-time webcam facial tracking that drives a recorded puppet performance onto editable timeline tracks.
Adobe Character Animator is built around a puppet rigging pipeline that maps imported layers to controller objects, then drives those controllers with face and body tracking. The workflow captures motion in real time, records performance onto timeline tracks, and supports iterative re-timing and cleanup on recorded segments. Onion skinning and timeline editing help refine frame-by-frame results for cutout animation styles that rely on layered artwork.
- +Live face and body capture drives timeline animation tracks quickly
- +Timeline recording supports iterative re-timing and refinement of takes
- +Layered puppet setup uses parent-child hierarchy to keep assets manageable
- +Mouth motion generation supports a practical lip-sync workflow for performances
- –Advanced mesh deformation authoring is limited compared with dedicated rig editors
- –Quality depends on stable camera input and consistent performance markers
- –Deep constraint authoring is less flexible than bone-based rigging tools
- –Export targets are more media-oriented than animation-data-first pipelines
Studio animators
Record expressive character takes from performers
Faster performance-to-timeline pipeline
Marketing video teams
Produce short lip-synced character clips
Consistent character delivery cadence
Show 2 more scenarios
Indie developers
Ship 2D cutout animations for prototypes
Reduced animation production overhead
Animate layered puppets from live inputs and export sprite-style media for iteration.
Training content creators
Create repeatable puppet scenes
Lower per-lesson character build time
Use reusable puppet setups to vary performances across lessons and modules.
Best for: Fits when teams need live-capture puppets and quick timeline-ready 2D animation output.
Spine
vertical specialistSpine creates 2D skeletal animations with meshes, inverse kinematics, skins, and game-engine runtimes.
Attachment and deform timelines let rigs swap and reshape parts while preserving a single shared skeleton across animations.
Spine’s editor workflow is built around creating a skeleton made of bones, then attaching vector or image assets to slots that can deform with weights. Animation data is organized by timelines and keyed properties like bone transforms, slot attachments, and deform parameters. Export targets commonly include runtime animation playback and engine integration pipelines that keep the authored rig and animation aligned.
- +Bone hierarchy and attachment slots map directly to runtime animation
- +Deforming attachments support weighted mesh deformation and deformation parameters
- +Pose-to-key workflow and animation curves control timing precisely
- +Reusing a single rig across many animations reduces authoring duplication
- –Relying on parameter-driven deformation can limit highly irregular frame changes
- –Complex rigs need careful hierarchy planning to prevent unintended motion stacking
- –Export pipelines vary by engine target and require workflow alignment
2D game animation teams
Interactive character motion across many states
Consistent character playback
Studio technical art
Engine integration for rigged assets
Lower runtime animation drift
Show 1 more scenario
Animation coordinators
Reusable rigs for multiple characters
Reduced re-animation effort
Teams can keep shared rig structure and create new character skins while reusing animation patterns.
Best for: Fits when character teams need reusable rigged motion with predictable runtime playback.
Live2D Cubism
vertical specialistLive2D Cubism deforms illustrated artwork into animated 2D models for avatars, games, and interactive media.
Cubism’s parameter-driven motion system lets rigs expose controllable face and body parameters for runtime playback.
Live2D Cubism supports reusable character rigs by building a parameter set for body and facial parts, which can be animated directly or driven from external inputs. The editor workflow emphasizes binding vector artwork and mesh deformation areas to controller parameters so expressions and poses remain consistent across animation clips. Export targets runtime usage with character assets designed for interactive playback rather than fixed sprite sequences.
- +Parameter-first rigging keeps facial and body controls consistent across clips
- +Mesh deformation supports more natural curve-based expression than cutout rigs
- +Interactive-ready outputs support runtime control of expressions and poses
- +Built-in timeline makes iteration faster than external keyframing workflows
- –Rig quality depends heavily on careful mesh binding and tuning
- –Parameter modeling adds setup overhead for simple animations
- –Complex facial rigs take time to manage without strong workflow discipline
Interactive narrative teams
Lip-sync driven facial parameter animation
Faster iteration on performance timing
Character artists
Reusable character rig for multiple scenes
Consistent character proportions
Show 1 more scenario
Game animation teams
State-machine animation blending
More responsive character behavior
Drive body pose and facial states through parameter changes rather than swapping baked animations.
Best for: Fits when character teams need interactive, parameter-driven 2D animation with high deformation fidelity.
Moho
vertical specialistMoho provides bone rigs, inverse kinematics, mesh deformation, and frame-by-frame 2D animation tools.
Controller-based rig controls that drive bone and layer changes inside the same puppet hierarchy.
Moho is a 2D rigging animation tool focused on bone-based characters built from vector and raster artwork. The workflow combines a hierarchical puppet rig with mesh deformation and rig controls for pose-to-pose animation and cutout-style scenes.
- +Bone puppet rigging built for reusable characters and faster iteration
- +Mesh deformation workflow supports smooth skin bending around joints
- +Vector and raster layers combine in a single rigged scene
- +Export paths support sprite sheet workflows for engine-style playback
- –Complex rigs take longer to set up than frame-only animation
- –Less direct support for advanced facial pipelines versus dedicated facial rig tools
- –Scene interoperability can require careful layer and bone naming discipline
- –Automation tooling is limited compared with rig ecosystems built around scripting
Independent animators
Reuse rigged characters across episodes
More consistent character motion
Storyboard artists
Time scenes with poseable keyframes
Faster animatic revisions
Show 2 more scenarios
2D short film teams
Build layered scenes with reusable rigs
Reusable shot assembly
Editable puppet rigs keep character motion manageable during iterative scene updates.
Animation production teams
Batch produce shots with consistent controls
Repeatable shot creation
Structured scene building helps repeat rigged character setups across multiple deliveries.
Best for: Fits when character teams need reusable bone puppet rigs with mixed vector and raster layers.
Cartoon Animator
SMBCartoon Animator creates 2D character performances with bone rigs, facial controls, motion capture, and scene tools.
Facial animation workflow with dedicated facial rig controls and lip-sync-targeted tracks tied to the same puppet timeline.
Cartoon Animator turns 2D artwork into poseable characters and moves them along a timeline with rig-first controls. The workflow supports cutout-style puppet parts, joint-based deformation, and facial animation using dedicated facial rig tracks.
- +Timeline-driven puppet posing and keyframing for quick shot iteration
- +Facial rig tracks support phoneme-style lip-sync workflows
- +Deformation controls for believable bends on rigged limbs
- +Reuse of character rigs across projects reduces rebuild time
- –Deformer and weight painting tuning takes practice for clean results
- –Interchange with non-Reallusion pipelines can require conversion steps
- –Advanced constraint setups feel less granular than code-driven rigs
- –Large sprite scenes can slow scrubbing and preview responsiveness
Animation studios and production teams
Deliver rig-controlled scene templates for handoff
Reusable deliverables for production
VTubers and avatar creators
Animate a rigged 2D avatar with facial tracks
Editable character performance
Show 2 more scenarios
2D cutout animators
Assemble modular parts into bone-rig scenes
Finished cutout-style animation
Combine layered artwork into bone-rigged scenes to build cutout-style animation without redrawing frames.
Solo creators and animators
Reuse motion assets across repeated shots
More consistent motion
Apply pose libraries and rig controls to repeated shots for consistent character motion with less setup.
Best for: Fits when teams need fast 2D puppet animation with facial tracks and reusable rigs across many shots.
Conclusion
After evaluating 10 2d rigging animation software, Rive 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 2d Rigging Animation Software
2D rigging animation software covers bone-based puppet rigs, deformation systems, and timeline controls built for reusable character motion across many clips and shots. This guide reviews Adobe Character Animator, Spine, Live2D Cubism, Moho, Blender, Synfig Studio, OpenToonz, Rive, Cartoon Animator, and Toon Boom Harmony.
The key differences show up in how rigs stay reusable, how deformation is authored, and how much control logic can be parameter-driven versus frame-driven. Each tool also varies in authoring overhead, so the choice hinges on whether the pipeline needs live capture, parameter-first playback, or automation-driven rig generation.
2D Rigging Animation Software for puppet rigs, deformation, and reusable animation control
2D rigging animation software builds character rigs from a hierarchy of joints and controller objects and then binds vector or raster artwork to deformers for smooth mesh deformation. Some tools focus on timeline-ready puppet motion captured in real time, which is the core strength of Adobe Character Animator with webcam facial tracking mapped onto editable timeline tracks. Other tools prioritize reusable skeleton playback, where Spine uses attachment and deform timelines so rigs can swap and reshape parts while preserving a shared skeleton across animations.
Parameter-driven systems also matter because Live2D Cubism exposes face and body parameters for runtime playback, which shifts rigging from frame keying toward controllable motion parameters. This toolset is also shaped by pipeline fit since Blender adds a Python API for rig automation and batch exports, while Toon Boom Harmony and Moho center controller or constraint-driven shot workflows for consistent reuse across many scenes.
Choose by rig control philosophy: live capture, parameter-first, or rig-editor constraints
The fastest path to a stable production pipeline is picking a rig control philosophy that matches how animation will be created and revised week to week. Some tools output editable motion from live performance, while others treat rigs as reusable parameter systems or as controller graphs that must stay internally consistent across many shots.
Pick the authoring source that matches the team’s capture method
Choose Adobe Character Animator when webcams are part of daily production because it maps recorded puppet performance onto editable timeline tracks using live facial tracking. Choose Toon Boom Harmony or Moho when rig posing relies on controller and constraint design that drives repeatable shot work across many scenes.
Separate interactive parameter control from frame changes
Choose Live2D Cubism when facial and body behavior must be driven by parameters because the rig is built around a parameter-first motion system for runtime playback. Choose Rive when state-machine logic and external property exposure must control playback behavior without reauthoring frame-by-frame motion.
Decide whether rigs should swap parts without changing the skeleton
Choose Spine when animations need shared skeleton reuse while attachments and deform behavior swap per animation using attachment and deform timelines. Choose Moho when controller-driven bone and layer changes inside the same puppet hierarchy are the primary reuse mechanism.
Estimate how much rig setup discipline the production can sustain
Choose Toon Boom Harmony when the production can maintain a controller and constraint graph because avoiding brittle graphs requires setup discipline to prevent unintended motion. Choose Moho when the team can invest more time upfront for complex rigs because complex rigs take longer than frame-only animation.
Validate deformation fidelity against the art style
Choose Synfig Studio when parametric vector-ready scene parameters can drive mesh deformation without re-animating every frame because its deformation pipeline centers on parametric scene parameters. Choose Blender when vertex-level control is central because weight painting and vertex group binding support precise mesh deformation and retargeting, but 2D rigging needs more setup.
Teams that should prioritize these 2D rigging animation workflows
Different tools align to different production roles because rigging outputs must match how animation is authored, revised, and exported. The strongest fit depends on whether work is driven by live capture, parameter-first playback, or constraint and controller graph construction.
Animation teams using live performance capture
Adobe Character Animator matches pipelines that record webcam-based puppets and then refine takes on editable timeline tracks using timeline recording.
Character animation teams standardizing reusable skeleton motion
Spine fits teams that need a single shared skeleton across animations because attachment and deform timelines let rigs swap and reshape parts while preserving runtime playback consistency.
Interactive or UI-driven projects needing parameter control
Live2D Cubism fits interactive character use where controllable face and body parameters govern runtime playback, while Rive fits UI animation that must react through state-machine logic tied to timeline properties.
Studios building shot-based rigs with constraints and controllers
Toon Boom Harmony and Moho fit teams that expect controller and constraint workflows to define repeatable shot results across large shot counts.
Studios seeking pipeline automation for rig generation and exports
Blender fits teams that need Python API driven rig automation to generate armatures, constraints, and batch exports across many character variations.
Common 2D rigging pitfalls that create rework across shots
Most rework comes from picking a rigging workflow that fights how shots will be authored and iterated. The mistakes below repeatedly show up when teams adopt parameter or constraint systems without matching the expected revision pattern for the production.
Treating parameter-driven deformation like frame-by-frame editing without planning control ranges
Live2D Cubism and Spine both rely on parameter-first control patterns, but parameter modeling and deformation tuning take more setup overhead than simple animation. Teams that skip early tuning often end up with inconsistent facial and irregular frame behavior across clips.
Building constraint graphs without budgeting for rig authoring discipline
Toon Boom Harmony requires setup discipline to avoid brittle constraint graphs, because small authoring errors can cascade into unintended motion across a shot count. Moho also takes longer to set up for complex rigs, so skipping early structure planning increases iteration time.
Underestimating mesh binding effort when character expressions depend on deformation fidelity
Live2D Cubism rigs depend on careful mesh binding and tuning, so rushed binding produces less natural curve-based expressions. Blender can achieve precise deformation through weight painting and vertex group binding, but it demands more 2D pipeline setup discipline than dedicated 2D rig editors.
Choosing an end-to-end timeline tool when rig editing UX slows down production iteration
OpenToonz integrates rigging and animation around Toonz timelines, but the rig editing UI feels production-oriented rather than rigging-tool centric. Teams that expect fast rig iteration can lose time when rig authoring feels less specialized than dedicated puppet editors.
Assuming interactive control support exists when the workflow depends on vector-first assets
Rive uses state-machine logic and interactive property exposure, but workflow depends on vector-first assets and raster editing coverage is limited. Projects that start with raster-heavy assets often need conversion steps to align the animation pipeline.
How We Selected and Ranked These Tools
We evaluated Adobe Character Animator, Spine, Live2D Cubism, Moho, Blender, Synfig Studio, OpenToonz, Rive, Cartoon Animator, and Toon Boom Harmony using features at 40% weight, ease at 30% weight, and value at 30% weight. We weighted Adobe Character Animator highest because it records live webcam facial tracking into editable timeline tracks with timeline recording that supports iterative re-timing and refinement of takes.
We treated rig reuse as a first-order factor because Spine’s shared skeleton approach and attachment and deform timelines support reusable rig playback, and because Moho’s controller-driven puppet hierarchy supports faster iteration across reusable characters. We treated deformation authoring depth as a differentiator because tools vary from Spine’s weighted mesh deformation and deform timelines to Blender’s weight painting and vertex group binding that requires pipeline discipline.
Frequently Asked Questions About 2d Rigging Animation Software
Which tool gives the most direct live capture to a timeline-driven 2D puppet?
How does Spine handle swapping attachments and keeping a shared skeleton?
Which software is best when mesh deformation needs parameter-driven runtime control?
When does Moho’s controller-based rigging reduce the cost of pose-to-pose animation?
How does Rive connect timeline exposure to state-machine logic for interactive playback?
What breaks if a studio needs engine-facing runtime rigs instead of finished export sequences?
Which tool supports automation via a scripting API for rig building and batch export?
How do teams move layered artwork through different file and scene models without losing character structure?
Which tool handles studio-scale shot consistency through rig construction management?
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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