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Data Science AnalyticsTop 10 Best Concept Map Software of 2026
Top 10 Concept Map Software picks ranked for brainstorming and learning. Compare tools like Miro and Lucidchart, then choose the best fit.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
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Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Miro
Smart connectors with auto-routing and snapping for clean, readable concept relationships
Built for teams creating collaborative concept maps, ideation boards, and visual learning diagrams.
Lucidchart
Smart connectors with automatic routing for clean relationship lines in concept maps
Built for teams building structured concept maps with shared diagram review workflows.
diagrams.net
Smart connectors with automatic routing that keep relationships tidy during editing
Built for individuals and teams creating editable concept maps without specialized mapping automation.
Related reading
Comparison Table
This comparison table evaluates concept map and diagram tools such as Miro, Lucidchart, diagrams.net, MindMeister, and XMind to highlight how each supports idea mapping, collaboration, and visual structure. Readers can scan feature differences across common workflows like brainstorming, linking concepts, exporting diagrams, and team sharing to find the best fit for specific diagramming needs.
| # | Tool | Category | Overall | Features | Ease of Use | Value |
|---|---|---|---|---|---|---|
| 1 | Miro A collaborative visual workspace that supports concept mapping with infinite canvas, nodes, and linking tools. | collaborative whiteboard | 8.7/10 | 9.2/10 | 8.7/10 | 7.9/10 |
| 2 | Lucidchart A web diagramming tool that builds concept maps using draggable shapes, connectors, and structured layouts. | diagramming | 8.1/10 | 8.6/10 | 8.2/10 | 7.4/10 |
| 3 | diagrams.net A free diagramming application that creates concept maps with layers of shapes and connector routing. | free desktop web | 8.0/10 | 8.4/10 | 8.7/10 | 6.9/10 |
| 4 | MindMeister A mind-mapping app that supports idea linking workflows suitable for concept map creation. | mind mapping | 7.9/10 | 8.1/10 | 8.4/10 | 7.2/10 |
| 5 | XMind A mind mapping tool that can represent concepts and relationships with branches and structured diagrams. | mind mapping | 8.0/10 | 8.4/10 | 8.0/10 | 7.4/10 |
| 6 | Coggle A web mind mapping and concept visualization tool that uses nodes and connectors for building relationships. | web mind maps | 7.5/10 | 7.2/10 | 8.0/10 | 7.4/10 |
| 7 | MindNode A macOS and iOS mind mapping app that organizes concepts into connected branches for concept map-style diagrams. | Apple mind mapping | 8.2/10 | 8.2/10 | 9.0/10 | 7.4/10 |
| 8 | Draw.io A web-based diagramming experience for concept maps using connected nodes, grids, and export options. | diagramming | 7.7/10 | 8.0/10 | 8.2/10 | 6.9/10 |
| 9 | ConceptDraw DIAGRAM A diagramming product that creates concept map layouts with connector tools and reusable diagram elements. | desktop diagramming | 7.1/10 | 7.4/10 | 6.8/10 | 7.0/10 |
| 10 | Creately A collaborative diagram and whiteboard platform that supports concept map building with shapes and connectors. | diagram collaboration | 7.3/10 | 7.5/10 | 7.6/10 | 6.8/10 |
A collaborative visual workspace that supports concept mapping with infinite canvas, nodes, and linking tools.
A web diagramming tool that builds concept maps using draggable shapes, connectors, and structured layouts.
A free diagramming application that creates concept maps with layers of shapes and connector routing.
A mind-mapping app that supports idea linking workflows suitable for concept map creation.
A mind mapping tool that can represent concepts and relationships with branches and structured diagrams.
A web mind mapping and concept visualization tool that uses nodes and connectors for building relationships.
A macOS and iOS mind mapping app that organizes concepts into connected branches for concept map-style diagrams.
A web-based diagramming experience for concept maps using connected nodes, grids, and export options.
A diagramming product that creates concept map layouts with connector tools and reusable diagram elements.
A collaborative diagram and whiteboard platform that supports concept map building with shapes and connectors.
Miro
collaborative whiteboardA collaborative visual workspace that supports concept mapping with infinite canvas, nodes, and linking tools.
Smart connectors with auto-routing and snapping for clean, readable concept relationships
Miro stands out for turning concept mapping into an interactive canvas with freeform layout and rapid collaboration. It supports brainstorming to node-and-link diagrams using sticky notes, shapes, and connectors with flexible styling. The workspace includes templates for ideation workflows and visual models, plus real-time editing and comment threads that keep maps aligned across participants. Built-in presentation and export options make it easier to share concept maps with stakeholders who prefer structured views.
Pros
- Highly flexible canvas supports node layouts that fit concept mapping styles
- Real-time co-editing and threaded comments keep map discussions tied to nodes
- Connector tools and grouping make multi-layer concept maps easier to manage
Cons
- Large maps can feel harder to navigate without strict naming and structure
- Advanced diagramming still needs discipline to maintain consistent alignment and layout
- Exported formats can lose some interactive context compared with in-editor viewing
Best For
Teams creating collaborative concept maps, ideation boards, and visual learning diagrams
More related reading
Lucidchart
diagrammingA web diagramming tool that builds concept maps using draggable shapes, connectors, and structured layouts.
Smart connectors with automatic routing for clean relationship lines in concept maps
Lucidchart stands out for fast concept map creation with diagramming primitives that support clear relationships and hierarchy. It includes entity-style boxes, connectors, and alignment tools that help turn brainstorming into structured maps. Real-time collaboration and commenting support team review workflows on shared diagrams. Import and export workflows support reuse with common formats and interoperability with diagram artifacts.
Pros
- Strong diagram tools for clean concept map layouts
- Real-time collaboration with live cursors and comments
- Smart connectors and alignment guides reduce manual cleanup
Cons
- Concept map structure can become heavy in large diagrams
- Advanced customization requires more learning than basic maps
- Export options may need validation for diagram fidelity
Best For
Teams building structured concept maps with shared diagram review workflows
diagrams.net
free desktop webA free diagramming application that creates concept maps with layers of shapes and connector routing.
Smart connectors with automatic routing that keep relationships tidy during editing
Diagrams.net stands out for concept mapping workflows that run directly in a browser and save diagrams as editable files. It supports concept map building with draggable shapes, rich text labels, connectors, and layered layout control. Libraries of icons and shapes help speed up topic and relationship creation, and real-time collaboration can be used via supported integrations. Export options support common diagram formats for sharing and documentation.
Pros
- Browser-first editing with reliable drag and drop for nodes and links
- Connector tools handle multi-direction relationships with consistent routing
- Export to multiple formats supports documentation and slide workflows
- Works offline with local file storage options for diagram continuity
Cons
- Concept map-specific features like auto-layout are limited versus dedicated tools
- Collaboration behavior depends on external storage and viewer setup
- Advanced styling and theming require manual work for large maps
Best For
Individuals and teams creating editable concept maps without specialized mapping automation
More related reading
MindMeister
mind mappingA mind-mapping app that supports idea linking workflows suitable for concept map creation.
Live Collaboration in MindMeister ensures shared concept maps update instantly
MindMeister stands out with fast, browser-first mind mapping that supports real-time collaboration. Concept mapping is handled through rich node editing, flexible layouts, and link-based relationships that can connect ideas beyond strict tree structures. It also provides presentation mode for walking through maps and structured organization tools like topics and keyboard-driven editing for building maps quickly.
Pros
- Real-time co-editing keeps concept maps synchronized across collaborators
- Topic-based structure makes large maps easier to scan and navigate
- Presentation mode supports step-by-step walkthroughs of connected concepts
- Keyboard-centric editing accelerates map creation and refactoring
Cons
- Relationship mapping options are less expressive than dedicated diagram tools
- Fine-grained styling control is limited compared with advanced diagram suites
- Exports can lose some layout fidelity in complex link-heavy maps
Best For
Teams creating collaboratively editable concept maps with fast browser editing
XMind
mind mappingA mind mapping tool that can represent concepts and relationships with branches and structured diagrams.
Relationship lines and connectors tailored for concept map structure
XMind stands out for concept mapping workflows that combine quick node capture with structured linking and rich visual styling. The software supports editable mind maps and concept maps with relationships, attachments, and keyboard-driven editing for fast ideation. Export options cover common presentation and sharing needs, and templates help standardize map layouts across projects.
Pros
- Concept map layout tools make relationships easy to visualize
- Keyboard and quick-add flows support fast brainstorming sessions
- Strong styling controls improve readability for complex structures
- Export formats support sharing concept maps in common workflows
Cons
- Advanced concept-map relationship modeling can feel less precise than diagram tools
- Collaboration options are limited for real-time co-editing scenarios
- Large maps can slow down editing on modest hardware
Best For
Knowledge workers creating structured concept maps for planning, study, and briefs
Coggle
web mind mapsA web mind mapping and concept visualization tool that uses nodes and connectors for building relationships.
Instant connector creation that keeps relationships readable while expanding maps
Coggle centers concept map building around a clean, link-first canvas that helps ideas stay connected as nodes grow. It provides drag-and-drop node creation, editable text on nodes, and quick connector management for outlining relationships. Collaboration is supported through shareable maps and real-time editing behaviors that work well for class or team brainstorming. Export and presentation-style viewing make it practical for reviewing maps in meetings and reports.
Pros
- Fast drag-and-drop map creation with clear visual connectors
- Straightforward node and edge editing supports rapid iteration
- Shareable maps enable easy viewing and collaborative updates
- Export-friendly outputs help reuse maps in documents
- Minimal UI clutter keeps focus on relationships and structure
Cons
- Limited advanced formatting for large, complex diagrams
- Fewer structure tools than dedicated diagramming suites
- Layout control can feel manual for dense concept networks
- Styling depth is constrained for branding and presentation themes
- Large maps can become harder to navigate without rigorous organization
Best For
Teachers and small teams building and sharing concept maps quickly
More related reading
MindNode
Apple mind mappingA macOS and iOS mind mapping app that organizes concepts into connected branches for concept map-style diagrams.
Rapid keyboard-based node creation with instant layout for brainstorm-to-map conversion
MindNode stands out for turning quick thinking into clean visual maps with a focused, uncluttered editor. It supports node-based concept mapping with simple links, collapsible branches, and fast reorganization for brainstorming sessions. Styling tools like themes, icons, and formatted text help keep maps readable when concepts expand. Export options support sharing and converting maps for notes-driven workflows.
Pros
- Fast keyboard-driven editing for rapid brainstorming
- Collapsible branches keep large maps navigable
- Clean styling options maintain visual clarity
Cons
- Limited advanced diagram structure for complex knowledge graphs
- Linking and layout control are less granular than top diagram tools
- Collaboration features are not designed for real-time group modeling
Best For
Students and solo knowledge workers mapping ideas and organizing notes
Draw.io
diagrammingA web-based diagramming experience for concept maps using connected nodes, grids, and export options.
Smart connector routing that preserves clean links while repositioning nodes
Draw.io stands out for fast, diagram-first concept mapping with drag and drop canvas editing. It supports concept-map structures using connected shapes, connector routing, and extensive styling controls. The editor also offers import and export workflows for portability through common file formats and embed-friendly sharing. Collaboration and version history are available but feel lighter than diagram platforms that focus on real-time multi-user knowledge mapping.
Pros
- Quick concept mapping with drag-and-drop shapes and connectors
- Powerful styling for readable nodes, links, and layout variations
- Works offline and saves diagrams in common interchange formats
- Large library of diagram elements and templates for rapid starts
- Automatic connector behavior helps keep maps tidy during edits
Cons
- Concept mapping scaffolding relies on manual organization
- Advanced collaboration and change tracking are not as strong as top competitors
- Large diagrams can slow down during heavy edits and re-layout
Best For
Teams needing lightweight concept maps with flexible diagram editing
More related reading
ConceptDraw DIAGRAM
desktop diagrammingA diagramming product that creates concept map layouts with connector tools and reusable diagram elements.
Diagramming templates and shape library support for concept map-style diagram construction
ConceptDraw DIAGRAM stands out for its structured diagram authoring workflow using templates and diagram-specific shape libraries. It supports concept mapping by enabling mind-map style layouts, connectors, and freeform diagramming tools like layering and alignment. Its import and export options include common image and document formats, which helps reuse diagrams across other work tools. The biggest constraint for concept map workflows is that creating dense, rapidly evolving maps can feel slower than dedicated mind-mapping editors.
Pros
- Template-driven concept map building with domain-specific shape libraries
- Connector routing and alignment tools support cleaner relationship mapping
- Export to common image and document formats for easy sharing
Cons
- Mind-map style editing can feel less fluid than dedicated editors
- Dense diagrams require more manual layout effort than expected
- Limited collaborative workflow compared with web-first concept tools
Best For
Users converting concepts into structured diagrams for documentation and presentations
Creately
diagram collaborationA collaborative diagram and whiteboard platform that supports concept map building with shapes and connectors.
Real-time co-editing with element-level comments for concept map review
Creately stands out with diagram-first concept mapping built for collaborative ideation and structured visual thinking. It supports node-and-connector concept maps with templates, smart shapes, and style controls for consistent layouts. Collaboration tools include real-time co-editing and commenting tied to diagram elements. Export options target common workflows with image and document outputs that keep concept maps usable outside the editor.
Pros
- Real-time collaboration with comments tied to specific diagram elements
- Concept map building with flexible nodes, connectors, and shape styling
- Template library speeds up structured maps and standardized diagram formats
Cons
- Advanced concept mapping features lag behind dedicated mind mapping tools
- Large, dense diagrams can feel slower than lightweight diagram editors
- Layout automation options are limited for complex dependency graphs
Best For
Teams creating structured concept maps with collaboration and exportable diagrams
How to Choose the Right Concept Map Software
This buyer’s guide explains how to choose concept map software for collaborative diagramming, structured knowledge organization, and faster brainstorming-to-map workflows. It covers Miro, Lucidchart, diagrams.net, MindMeister, XMind, Coggle, MindNode, Draw.io, ConceptDraw DIAGRAM, and Creately with concrete feature-based selection criteria. The guide also highlights common buying mistakes like choosing the wrong collaboration model or underestimating navigation limits in large maps.
What Is Concept Map Software?
Concept Map Software is a visual authoring tool that turns ideas into node-and-connector diagrams where relationships connect concepts rather than just forming linear outlines. It solves knowledge capture problems by making connections explicit through draggable nodes, labeled connectors, and map layouts that keep evolving thinking readable. Teams and classrooms use it for concept-to-concept relationship modeling, ideation boards, and study or planning diagrams. Miro and Lucidchart show what category capability looks like using connector-based relationship lines, live collaboration, and export-ready sharing views.
Key Features to Look For
The fastest path to a usable concept map comes from matching connector behavior, collaboration model, and layout control to the way maps are created and reviewed.
Smart connector routing and snapping for clean relationship lines
Smart connectors keep concept relationships readable while nodes move during editing, which reduces manual cleanup. Miro and Lucidchart use smart connectors with auto-routing and alignment so relationship lines stay tidy. diagrams.net and Draw.io also preserve clean links with automatic connector behavior during repositioning.
Real-time co-editing and threaded or element-level comments
Live collaboration prevents concept map drift by keeping maps synchronized while teams discuss changes. Miro provides real-time co-editing and threaded comments tied to map discussion context. Creately adds real-time co-editing with comments tied to specific diagram elements, and MindMeister supports instant shared updates in-browser.
Keyboard-centric and rapid node capture for brainstorm-to-map speed
Fast entry and reorganization helps convert quick ideas into a structured map before thinking changes again. MindNode stands out with rapid keyboard-based node creation and instant layout for brainstorm-to-map conversion. XMind also accelerates ideation using keyboard and quick-add flows, and MindMeister supports keyboard-driven editing for building maps quickly.
Scannable structure tools for large maps
Large concept maps need navigable structure controls to avoid losing relationships and topics. MindMeister uses topic-based structure to make large maps easier to scan and navigate. MindNode uses collapsible branches to keep large maps navigable, and Miro groups and connector tooling help manage multi-layer concept maps.
Presentation mode and stakeholder-ready export views
Concept maps often need to be reviewed in meetings and reused in documents, so sharing output matters. MindMeister includes a presentation mode for step-by-step walkthroughs of connected concepts. Miro and Lucidchart add presentation and export options that support sharing with stakeholders who need structured views.
Template and shape libraries for consistent diagram construction
Templates and diagram libraries reduce formatting time and keep map styles consistent across projects. ConceptDraw DIAGRAM relies on diagramming templates and concept map-style shape libraries for structured authoring. Creately and Coggle also use template or library-based start points to speed up standardized concept map layouts.
How to Choose the Right Concept Map Software
A workable selection process starts by matching connector quality and layout control to how maps are edited, then matching collaboration and structure tools to how maps are reviewed.
Match connector intelligence to the editing style
If nodes will move frequently, prioritize tools with smart connector routing so relationship lines remain readable after repositioning. Miro and Lucidchart provide smart connectors with auto-routing and snapping for clean concept relationships. diagrams.net and Draw.io also keep relationships tidy during editing with automatic connector behavior.
Choose the collaboration model based on how teams comment and review
Pick tools that support live co-editing when multiple people must develop the same map in the same session. Miro and Creately provide real-time co-editing with threaded or element-level comments tied to diagram context. MindMeister focuses on live browser updates so shared concept maps update instantly during collaboration.
Select structure features for scanability and navigation
Large maps need built-in scanning controls to prevent manual navigation overload. MindMeister organizes maps with topic-based structure to make large diagrams easier to scan. MindNode uses collapsible branches to keep expanded concepts from overwhelming the canvas.
Optimize speed for ideation or for documentation workflows
For rapid brainstorm-to-map conversion, use keyboard-driven creation and quick reorganization. MindNode emphasizes keyboard-based node creation with instant layout, and XMind provides quick-add flows for fast ideation. For documentation and structured diagram outputs, ConceptDraw DIAGRAM uses templates and shape libraries, and Lucidchart and Miro provide export workflows for stakeholder-ready views.
Confirm automation level for dense, evolving maps
Dense concept networks require either strong layout discipline or automation that reduces manual realignment work. Miro and Lucidchart offer alignment and connector tooling that reduce cleanup during change, while Coggle and MindNode emphasize clean link creation and readable structure at the cost of less granular diagram structure. For diagram-heavy concept representation, XMind focuses on tailored relationship lines and structured concept mapping, while ConceptDraw DIAGRAM adds template-driven construction for dense documentation-style maps.
Who Needs Concept Map Software?
Concept map software fits multiple workflows, including collaborative ideation, structured knowledge modeling, classroom mapping, and solo note-to-map organization.
Teams creating collaborative concept maps, ideation boards, and visual learning diagrams
Miro excels for team work because it combines infinite canvas flexibility with real-time co-editing and threaded comments anchored to map elements. Creately also fits teams that need element-level comments with real-time co-editing for structured visual review.
Teams building structured concept maps with shared diagram review workflows
Lucidchart is built for clean concept map layouts using draggable shapes, connectors, alignment tools, and smart connectors. Its collaboration and commenting support suits review workflows where diagram clarity matters.
Individuals and teams creating editable concept maps without relying on concept-map-specific automation
diagrams.net suits browser-first editing with draggable nodes, rich text labels, and connector tools, including layered layout control. Draw.io is also a strong fit for lightweight concept maps with flexible diagram editing and offline-friendly local file storage.
Students and solo knowledge workers mapping ideas and organizing notes
MindNode is ideal for solo mapping because collapsible branches keep large content navigable and keyboard-driven editing accelerates concept capture. XMind supports knowledge workers with structured concept layouts and relationship lines tailored for concept mapping.
Common Mistakes to Avoid
Common buying errors come from underestimating map navigation limits, overestimating relationship-modeling precision, or choosing a tool whose collaboration features do not match how teams review.
Choosing a tool without connector intelligence for frequent node movement
Concept maps become messy when connectors require manual rework after repositioning nodes, so prioritize smart connectors like the auto-routing and snapping in Miro. Lucidchart and Draw.io also maintain clean relationship lines when nodes move, reducing cleanup effort.
Expecting diagram-level collaboration features from lighter co-editing tools
If element-specific feedback is required during review, choose Creately for real-time co-editing with comments tied to diagram elements. For instant shared updates in a browser workflow, MindMeister provides live collaboration that updates concept maps instantly.
Overloading the canvas without structure controls for large maps
Large maps can become harder to navigate when naming and organization are not enforced, which applies to Miro’s flexible canvas and Coggle’s manual layout experience for dense networks. MindMeister’s topic-based structure and MindNode’s collapsible branches reduce this navigation burden.
Underestimating export fidelity and interactive-context loss
Some tools can lose interactive context when exporting complex or link-heavy maps, which affects Miro and MindMeister in complex workflows. Lucidchart and Coggle remain more consistent for diagram-focused sharing, while Draw.io supports portability through common interchange formats for reuse in other work.
How We Selected and Ranked These Tools
we evaluated every concept map software tool on three sub-dimensions. Features received weight 0.4, ease of use received weight 0.3, and value received weight 0.3. The overall rating was computed as the weighted average using overall = 0.40 × features + 0.30 × ease of use + 0.30 × value. Miro separated from lower-ranked tools by combining high feature capability for concept mapping with ease-of-use collaboration, including smart connectors with auto-routing and snapping that kept relationships clean during rapid edits.
Frequently Asked Questions About Concept Map Software
Which concept map software is best for real-time collaboration on an interactive canvas?
Miro is built for collaborative concept mapping with a freeform canvas, live updates, and comment threads tied to map elements. Lucidchart also supports real-time collaboration, but it emphasizes structured diagramming primitives and hierarchy-first concept maps.
Which tool is strongest for quickly turning brainstorming into clean, readable relationships?
Lucidchart and diagrams.net both use smart connector routing to keep relationship lines tidy while ideas move around. XMind and Coggle also speed up ideation with fast node capture and instant connector creation that maintains readable links as maps grow.
What software supports link-based concept maps that go beyond strict tree structures?
MindMeister supports link-based relationships that connect ideas beyond a rigid hierarchy. Coggle also works well for link-first outlining, keeping connections explicit as nodes are added.
Which option is best for browser-first concept mapping with quick editing?
MindMeister is browser-first and designed for rapid node editing with live updates. Coggle is also browser-based and focuses on drag-and-drop node creation with quick connector management.
Which tools allow concept maps to be saved as editable files for later editing and reuse?
diagrams.net saves diagrams as editable files directly in a browser workflow. Draw.io supports import and export for portable concept maps using common diagram formats that remain editable outside the editor.
Which software is better for students or solo users who want a focused concept mapping workflow?
MindNode provides an uncluttered editor with collapsible branches, fast reorganization, and keyboard-driven node creation for solo mapping sessions. Coggle and diagrams.net also support rapid building, but MindNode’s minimal interaction model is geared toward fast personal organization.
Which tool is best for standardizing concept map layouts across multiple projects or teams?
XMind includes templates that standardize map layouts and styling across planning, study, and briefing workflows. ConceptDraw DIAGRAM supports template-driven authoring plus a shape library for consistent concept map-style diagram construction.
Which software fits teams that need element-level comments tied to specific nodes and connectors?
Creately provides real-time co-editing with commenting attached to diagram elements, which helps during concept map review cycles. Miro offers comments and threads tied to workspace objects, supporting alignment when multiple stakeholders revise relationships.
Which tool is best when concept maps must be embedded or integrated into documentation workflows?
Draw.io is designed for embed-friendly sharing and supports common import and export workflows that help reuse concept maps in other documents and artifacts. Lucidchart also supports interoperability workflows for importing and exporting diagram artifacts used in team review documentation.
What common workflow problem happens when concept maps become dense and rapidly evolving, and which tool addresses it differently?
ConceptDraw DIAGRAM can feel slower for dense, rapidly evolving maps because its template and diagram authoring workflow is optimized for structured documentation. Miro, MindMeister, and diagrams.net generally feel faster for ongoing rearrangement because their editors prioritize continuous editing and connector management as maps change.
Conclusion
After evaluating 10 data science analytics, Miro 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.
Tools reviewed
Referenced in the comparison table and product reviews above.
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