Rank #1 of 5 in Frontend Frameworks
Install
npm i react react-domShowcase

Verified integrations
Connections to other tracked products — hover a chip for the verbatim evidence quote behind it.
By theme — the product's score on each story themeBy theme
Agenticness — how well agents can access and operate the productAgenticnessevidence →
How well agents can access and operate the product
Automation depth — how much of the product can run unattendedAutomation depthevidence →
How much of the product can run unattended
n/a
Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivityevidence →
The component model — state, reactivity, rendering, composition
Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem toolingevidence →
Surrounding tooling — plugins, templates, community packages
Learning curve — stories about learning curve in this arenaLearning curveevidence →
Stories about learning curve in this arena
Openness — open source, data portability, and self-hosting storiesOpennessevidence →
Open source, data portability, and self-hosting stories
Performance — speed in practice — latency, throughput, responsivenessPerformanceevidence →
Speed in practice — latency, throughput, responsiveness
Privacy posture — data-handling and privacy storiesPrivacy postureevidence →
Data-handling and privacy stories
n/a
Ssr fullstack — stories about ssr fullstack in this arenaSsr fullstackevidence →
Stories about ssr fullstack in this arena
Testing — stories about testing in this arenaTestingevidence →
Stories about testing in this arena
Typescript dx — stories about typescript dx in this arenaTypescript dxevidence →
Stories about typescript dx in this arena
Story verdicts — every judged story with its evidenceStory verdicts
What’s free: 2 free · 0 paid · 0 enterprise · 25 not stated in evidence
Follow the green: where the map greys out is where React stops today. ✓ full · ~ partial · ! disputed · — none · n/a not applicable.
Agenticness — how well agents can access and operate the productAgenticness
How well agents can access and operate the product
API surface
Drive the product through a documented public API
~6/10
unlocks → Versioning policy · Official CLI
Subscribe to events via webhooks
n/an/a
Build against official SDKs
n/an/a
Issue scoped/least-privilege API credentials for an agent
n/an/a
Connect an agent via an official MCP server
n/an/a
Download a machine-readable API spec (OpenAPI or equivalent)
n/an/a
Rely on versioned APIs with a documented deprecation policy
—–
Test against a sandbox environment without touching production data
n/an/a
Explore an interactive API reference with runnable examples
—–
Docs for agents
Point an agent at llms.txt or agent-oriented docs
✓9/10
Agentic features
Delegate tasks to a built-in AI assistant inside the product
n/an/a
Operate the product with natural-language commands
n/an/a
Plug MCP servers into this product so it can use their tools
n/an/a
Get AI-generated insights and suggestions from my data inside the product
n/an/a
Set up automations that run autonomously in the background
n/an/a
Automation depth — how much of the product can run unattendedAutomation depth
How much of the product can run unattended
Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity
The component model — state, reactivity, rendering, composition
Rely on a compiler to translate my components into efficient, surgical DOM updates instead of writing manual diffing code
—0/10
Build encapsulated components that manage their own local state and compose them into complex UIs
✓10/10
Write custom renderers so the framework's component model can target platforms other than the browser DOM
~4/10
Organize my app into modular, dependency-injected building blocks
~5/10
Debug my UI directly in browser devtools because the framework renders real DOM nodes
~6/10
Directly manipulate the DOM to integrate native JavaScript libraries like charting or visualization tools
—–
Trace state changes through explicit, predictable data flow instead of debugging implicit two-way bindings
~4/10
Declare reactive state and have only the dependent UI code re-run when it changes
~6/10
Manage global application state using built-in primitives without adding a third-party library
~4/10
Incrementally adopt the framework, scaling from a small part of a page up to a full application
✓9/10
Write markup and rendering logic together in a single component using HTML, CSS, and JavaScript I already know
✓8/10
Author standards-based web components and custom elements using the framework
—–
Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling
Surrounding tooling — plugins, templates, community packages
The framework's officially supported browser matrix so I can plan polyfills or decide when to drop legacy support
—–
Use the framework directly via a script tag without needing a package manager or bundler
✓7/10
Join an official community chatroom to get help and connect with other framework users
—–
Pick from a rich ecosystem of third-party pre-built UI component libraries for the framework
—–
Get clear, actionable error messages from the dev server and build tool when something breaks
—–
Use first-party modules for building and validating forms that integrate with the rest of the framework
—–
Whether the framework is governed by a foundation or a single company, so I can assess long-term continuity and lock-in risk
~5/10
Find and join a local in-person user group or meetup for the framework
—–
Use an official first-party routing library that integrates seamlessly with the framework
—0/10
Use an official first-party state management library maintained alongside the framework
—–
Check a public roadmap to see what the core team is currently working on
—–
Scaffold and run a new project in just a few minutes using an official CLI or starter
~4/10
Review the project's public CVE/security-advisory history to judge its track record of handling and disclosing vulnerabilities
—–
Learning curve — stories about learning curve in this arenaLearning curve
Stories about learning curve in this arena
Write components using standard HTML, CSS, and JavaScript syntax I already know, minimizing new concepts to learn
~5/10
Drop the framework into an existing server-rendered HTML page and render interactive components without rewriting the whole page
✓9/10
Try an in-browser interactive tutorial to learn the framework hands-on without any local setup
—0/10
Continue receiving security updates for an older major version while I plan my migration
—–
Follow a dedicated migration guide when moving between two incompatible major versions of the framework
—–
Follow an official upgrade guide to move my existing project to a newer version
—–
Openness — open source, data portability, and self-hosting storiesOpenness
Open source, data portability, and self-hosting stories
Performance — speed in practice — latency, throughput, responsivenessPerformance
Speed in practice — latency, throughput, responsiveness
Use AI-powered devtools that analyze my component tree and suggest specific rendering or reactivity optimizations
—–
Ship a small, dependency-light JS bundle to minimize runtime footprint and reduce supply-chain risk
—–
Build native desktop applications by reusing my framework's component model and tooling
—0/10
Rely on a compiler-optimized rendering system that updates the DOM without a virtual DOM diffing step
—0/10
Hydrate my server-rendered app progressively so pages become interactive faster
~6/10
How the framework's build and type-check times scale in large, multi-thousand-component codebases or monorepos
—–
Build large applications that stay fast and maintainable as my team and codebase grow
~7/10
Reuse my framework skills and code to build performant native mobile apps for iOS and Android
~6/10
Stream server-rendered content so pages get faster perceived loads before all JavaScript arrives
~7/10
Privacy posture — data-handling and privacy storiesPrivacy posture
Data-handling and privacy stories
Ssr fullstack — stories about ssr fullstack in this arenaSsr fullstack
Stories about ssr fullstack in this arena
Fetch data in asynchronous server-rendered components and pass it down to interactive client components
~6/10
Check a public status page and incident history for the framework's official hosting/deploy platform before relying on it in production
n/an/a
Deploy my server-rendered app to serverless or edge runtimes without custom infrastructure setup
~4/10
Use an official full-stack meta-framework built on top of the framework for routing and data fetching
✓8/10
Treat server-loaded data as reactive state and build a responsive loading UI for it using resource and suspense primitives
~5/10
Render my application on the server with streaming support to reach interactivity faster
✓8/10
Testing — stories about testing in this arenaTesting
Stories about testing in this arena
Get built-in accessibility warnings during development instead of relying on separate audit tools
—–
Have AI generate component-level tests based on the props and reactive state my component declares
—–
Use official testing utilities to render and interact with components in isolation
—–
Integrate official end-to-end testing tools that work out of the box with the framework's dev server
—–
Unit test my reactive state and logic without needing to render the DOM
—–
Typescript dx — stories about typescript dx in this arenaTypescript dx
Stories about typescript dx in this arena
Use AI tooling that automatically resolves type errors surfaced by the framework's type system
n/an/a
Get accurate autocompletion and inline type errors in my editor via a language service integration
—–
Get automatic type inference for component props and emitted events without writing extra type annotations
—–
Get compile-time type checking inside my component templates, not just script blocks
—0/10
Which TypeScript versions the framework officially supports so I can avoid compatibility breaks when upgrading either one
—–
Sorted by importance (agentic first) (high → low) · 85/85 stories · click a row’s chevron for the rationale and evidence
Drive the product through a documented public API G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | partial | 6/10 | Tprobed | |
Connect an agent via an official MCP server G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | n/a | untested | none yet | |
Delegate tasks to a built-in AI assistant inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | n/a | untested | none yet | |
Plug MCP servers into this product so it can use their tools G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | n/a | untested | none yet | |
Point an agent at llms.txt or agent-oriented docs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | full | 9/10 | Tprobed | |
Download a machine-readable API spec (OpenAPI or equivalent) G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | 0/10 | ||
Build against official SDKs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a± | untested | none yet | |
Explore an interactive API reference with runnable examples G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Get AI-generated insights and suggestions from my data inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Issue scoped/least-privilege API credentials for an agent G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Operate the product with natural-language commands G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Rely on versioned APIs with a documented deprecation policy G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Run the product headlessly / in CI for automation G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Set up automations that run autonomously in the background G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Subscribe to events via webhooks G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Use an official CLI G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Test against a sandbox environment without touching production data G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 1 | n/a | untested | none yet | |
Build encapsulated components that manage their own local state and compose them into complex UIs C Component encapsulation | developer | Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity | 3 | full | 10/10 | Cclaimed | |
Render my application on the server with streaming support to reach interactivity faster C Server rendering streaming | developer | Ssr fullstack — stories about ssr fullstack in this arenaSsr fullstack | 3 | full | 8/10 | Cclaimed | |
Use an official full-stack meta-framework built on top of the framework for routing and data fetching C Meta framework fullstack | developer | Ssr fullstack — stories about ssr fullstack in this arenaSsr fullstack | 3 | full | 8/10 | Cclaimed | |
Write markup and rendering logic together in a single component using HTML, CSS, and JavaScript I already know C Unified markup logic | developer | Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity | 3 | full | 8/10 | Cclaimed | |
Stream server-rendered content so pages get faster perceived loads before all JavaScript arrives C Streaming page loads | developer | Performance — speed in practice — latency, throughput, responsivenessPerformance | 3 | partial | 7/10 | Cclaimed | |
Declare reactive state and have only the dependent UI code re-run when it changes C Fine grained reactivity | developer | Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity | 3 | partial | 6/10 | Xcommunity | |
Self-host the core product G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | fullfree | 6/10 | Xcommunity | |
Whether the framework is governed by a foundation or a single company, so I can assess long-term continuity and lock-in risk C Governance risk | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 3 | partial | 5/10 | Xcommunity | |
Write components using standard HTML, CSS, and JavaScript syntax I already know, minimizing new concepts to learn C Approachable familiar syntax | developer | Learning curve — stories about learning curve in this arenaLearning curve | 3 | partial | 5/10 | Xcommunity | |
Scaffold and run a new project in just a few minutes using an official CLI or starter C Quick project scaffolding | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 3 | partial | 4/10 | Cclaimed | |
Use an official first-party routing library that integrates seamlessly with the framework C Official routing library | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 3 | none | 0/10 | ||
Define rules that trigger actions automatically on events G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 3 | n/a | untested | none yet | |
Export all of my data in open formats and leave G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | n/a | untested | none yet | |
Get accurate autocompletion and inline type errors in my editor via a language service integration C Ide autocompletion | developer | Typescript dx — stories about typescript dx in this arenaTypescript dx | 3 | none | untested | none yet | |
Get automatic type inference for component props and emitted events without writing extra type annotations C Typed props inference | developer | Typescript dx — stories about typescript dx in this arenaTypescript dx | 3 | none | untested | none yet | |
Prevent my data from being used to train AI models G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 3 | n/a | untested | none yet | |
Ship a small, dependency-light JS bundle to minimize runtime footprint and reduce supply-chain risk C Bundle size | developer | Performance — speed in practice — latency, throughput, responsivenessPerformance | 3 | none | untested | none yet | |
Use official testing utilities to render and interact with components in isolation C Component testing utilities | developer | Testing — stories about testing in this arenaTesting | 3 | none | untested | none yet | |
Drop the framework into an existing server-rendered HTML page and render interactive components without rewriting the whole page C Incremental html integration | developer | Learning curve — stories about learning curve in this arenaLearning curve | 2 | full | 9/10 | Cclaimed | |
Incrementally adopt the framework, scaling from a small part of a page up to a full application C Incremental adoption | developer | Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity | 2 | full | 9/10 | Cclaimed | |
Read the product's source under an open license G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | fullfree | 8/10 | Xcommunity | |
Build large applications that stay fast and maintainable as my team and codebase grow C Scales with app size | developer | Performance — speed in practice — latency, throughput, responsivenessPerformance | 2 | partial | 7/10 | Xcommunity | |
Use the framework directly via a script tag without needing a package manager or bundler C Buildless usage | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 2 | full | 7/10 | Cclaimed | |
Debug my UI directly in browser devtools because the framework renders real DOM nodes C Direct dom debugging | developer | Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity | 2 | partial | 6/10 | Xcommunity | |
Fetch data in asynchronous server-rendered components and pass it down to interactive client components C Async server data fetching | developer | Ssr fullstack — stories about ssr fullstack in this arenaSsr fullstack | 2 | partial | 6/10 | Cclaimed | |
Hydrate my server-rendered app progressively so pages become interactive faster C Progressive hydration | developer | Performance — speed in practice — latency, throughput, responsivenessPerformance | 2 | partial | 6/10 | Cclaimed | |
Reuse my framework skills and code to build performant native mobile apps for iOS and Android C Shared code native mobile | developer | Performance — speed in practice — latency, throughput, responsivenessPerformance | 2 | partial | 6/10 | Xcommunity | |
Organize my app into modular, dependency-injected building blocks C Dependency injection modules | developer | Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity | 2 | partial | 5/10 | Cclaimed | |
Treat server-loaded data as reactive state and build a responsive loading UI for it using resource and suspense primitives C Server data as reactive resources | developer | Ssr fullstack — stories about ssr fullstack in this arenaSsr fullstack | 2 | partial | 5/10 | Cclaimed | |
Deploy my server-rendered app to serverless or edge runtimes without custom infrastructure setup C Deployment targets | developer | Ssr fullstack — stories about ssr fullstack in this arenaSsr fullstack | 2 | partial | 4/10 | Cclaimed | |
Manage global application state using built-in primitives without adding a third-party library C Global state primitives | developer | Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity | 2 | partial | 4/10 | Cclaimed | |
Trace state changes through explicit, predictable data flow instead of debugging implicit two-way bindings C Explicit state flow | developer | Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity | 2 | partial | 4/10 | Cclaimed | |
Build native desktop applications by reusing my framework's component model and tooling C Cross platform app development | developer | Performance — speed in practice — latency, throughput, responsivenessPerformance | 2 | none | 0/10 | ||
Get compile-time type checking inside my component templates, not just script blocks C Typed templates | developer | Typescript dx — stories about typescript dx in this arenaTypescript dx | 2 | none | 0/10 | ||
Rely on a compiler to translate my components into efficient, surgical DOM updates instead of writing manual diffing code C Compiler driven updates | developer | Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity | 2 | none | 0/10 | ||
Rely on a compiler-optimized rendering system that updates the DOM without a virtual DOM diffing step C No virtual dom overhead | developer | Performance — speed in practice — latency, throughput, responsivenessPerformance | 2 | none | 0/10 | ||
Try an in-browser interactive tutorial to learn the framework hands-on without any local setup C Interactive browser tutorial | developer | Learning curve — stories about learning curve in this arenaLearning curve | 2 | none | 0/10 | ||
Check a public status page and incident history for the framework's official hosting/deploy platform before relying on it in production G Deploy platform ops | developer | Ssr fullstack — stories about ssr fullstack in this arenaSsr fullstack | 2 | n/a | untested | none yet | |
Choose where my data is stored (region/residency) G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | n/a | untested | none yet | |
Control data retention and deletion G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | n/a | untested | none yet | |
Do everything through the API that I can do in the UI G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | n/a | untested | none yet | |
Follow a dedicated migration guide when moving between two incompatible major versions of the framework C Major version migration guide | developer | Learning curve — stories about learning curve in this arenaLearning curve | 2 | none | untested | none yet | |
Follow an official upgrade guide to move my existing project to a newer version G Version upgrade guide | developer | Learning curve — stories about learning curve in this arenaLearning curve | 2 | none | untested | none yet | |
Get built-in accessibility warnings during development instead of relying on separate audit tools G Accessibility testing | developer | Testing — stories about testing in this arenaTesting | 2 | none | untested | none yet | |
Get clear, actionable error messages from the dev server and build tool when something breaks C Dev server error diagnostics | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 2 | none | untested | none yet | |
Have AI generate component-level tests based on the props and reactive state my component declares C Ai generated component tests | ai-native developer | Testing — stories about testing in this arenaTesting | 2 | none | untested | none yet | |
How the framework's build and type-check times scale in large, multi-thousand-component codebases or monorepos C Scale limits | developer | Performance — speed in practice — latency, throughput, responsivenessPerformance | 2 | none | untested | none yet | |
Integrate official end-to-end testing tools that work out of the box with the framework's dev server C E2e testing integration | developer | Testing — stories about testing in this arenaTesting | 2 | none | untested | none yet | |
Opt out of telemetry and usage tracking G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | n/a | untested | none yet | |
Perform bulk operations across many items at once G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | n/a | untested | none yet | |
Pick from a rich ecosystem of third-party pre-built UI component libraries for the framework C Component library ecosystem | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 2 | none | untested | none yet | |
Review the project's public CVE/security-advisory history to judge its track record of handling and disclosing vulnerabilities G Security track record | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 2 | none | untested | none yet | |
Schedule recurring jobs or workflows G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | n/a | untested | none yet | |
The framework's officially supported browser matrix so I can plan polyfills or decide when to drop legacy support C Browser support | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 2 | none | untested | none yet | |
Unit test my reactive state and logic without needing to render the DOM C State logic unit testing | developer | Testing — stories about testing in this arenaTesting | 2 | none | untested | none yet | |
Use AI tooling that automatically resolves type errors surfaced by the framework's type system C Ai assisted type inference fixes | ai-native developer | Typescript dx — stories about typescript dx in this arenaTypescript dx | 2 | n/a | untested | none yet | |
Use AI-powered devtools that analyze my component tree and suggest specific rendering or reactivity optimizations C Ai assisted performance profiling | ai-native developer | Performance — speed in practice — latency, throughput, responsivenessPerformance | 2 | none | untested | none yet | |
Use an official first-party state management library maintained alongside the framework C Official state management library | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 2 | none | untested | none yet | |
Use first-party modules for building and validating forms that integrate with the rest of the framework C First party forms support | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 2 | none | untested | none yet | |
Which TypeScript versions the framework officially supports so I can avoid compatibility breaks when upgrading either one C Typescript version support | developer | Typescript dx — stories about typescript dx in this arenaTypescript dx | 2 | none | untested | none yet | |
Write custom renderers so the framework's component model can target platforms other than the browser DOM C Custom renderer targets | developer | Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity | 1 | partial | 4/10 | Xcommunity | |
Author standards-based web components and custom elements using the framework C Web components authoring | developer | Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity | 1 | none | untested | none yet | |
Check a public roadmap to see what the core team is currently working on C Public roadmap visibility | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 1 | none | untested | none yet | |
Continue receiving security updates for an older major version while I plan my migration C Legacy version security support | developer | Learning curve — stories about learning curve in this arenaLearning curve | 1 | none | untested | none yet | |
Directly manipulate the DOM to integrate native JavaScript libraries like charting or visualization tools C Direct dom manipulation integration | developer | Components reactivity — the component model — state, reactivity, rendering, compositionComponents reactivity | 1 | none | untested | none yet | |
Find and join a local in-person user group or meetup for the framework C Local user groups | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 1 | none | untested | none yet | |
Join an official community chatroom to get help and connect with other framework users C Community chat support | developer | Ecosystem tooling — surrounding tooling — plugins, templates, community packagesEcosystem tooling | 1 | none | untested | none yet | |
Version, review, and roll back my automations G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 1 | n/a | untested | none yet |
Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 51 stories with headroom
What would move React’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.
Testing — stories about testing in this arenaUse official testing utilities to render and interact with components in isolation
nonemoves PA Scoreimpact 30
No evidence pack mentions official testing utilities like React Testing Library, react-test-renderer, or any first-party testing tooling for rendering/interacting with components in isolation; the pack only covers JSX, rendering, server streaming, and licensing/community discussion.
Typescript dx — stories about typescript dx in this arenaGet accurate autocompletion and inline type errors in my editor via a language service integration
nonemoves PA Scoreimpact 30
No evidence of React shipping or documenting a language service/editor integration (e.g., TypeScript types, LSP, VS Code plugin) for autocompletion or inline type errors; evidence pack only covers JSX, rendering, and licensing topics.
Performance — speed in practice — latency, throughput, responsivenessShip a small, dependency-light JS bundle to minimize runtime footprint and reduce supply-chain risk
nonemoves PA Scoreimpact 30
The evidence pack contains no claims or data about React's bundle size, dependency footprint, or supply-chain risk profile; only general adoption flexibility ('use as little or as much React as you need') is mentioned, which does not address bundle weight or dependencies.
Ecosystem tooling — surrounding tooling — plugins, templates, community packagesUse an official first-party routing library that integrates seamlessly with the framework
nonemoves PA Scoreimpact 30
React's own docs explicitly state it has no built-in router and instead recommend third-party frameworks like Next.js or React Router for full app building, rather than shipping an official first-party routing library maintained by the React core team.
Typescript dx — stories about typescript dx in this arenaGet automatic type inference for component props and emitted events without writing extra type annotations
nonemoves PA Scoreimpact 30
The evidence pack contains no mention of TypeScript, prop types, or automatic type inference features; only general React architecture, docs, and community licensing discussion are covered.
Agenticness — how well agents can access and operate the productUse an official CLI
nonemoves agent-readyimpact 30
No evidence of an official React CLI for AI-native workflows; React itself is a UI library, and CLI tooling (like create-react-app or framework CLIs) belongs to third-party frameworks like Next.js, not React itself.
Agenticness — how well agents can access and operate the productExplore an interactive API reference with runnable examples
nonemoves API qualityimpact 30
The evidence pack shows react.dev documentation exists (llms.txt, general docs content) but contains no mention of an interactive API reference with runnable/embedded live examples; no sandbox, playground, or runnable-code evidence is present.
Agenticness — how well agents can access and operate the productRely on versioned APIs with a documented deprecation policy
nonemoves API qualityimpact 30
No evidence of a documented API versioning/deprecation policy for React; evidence covers licensing, framework features, and community sentiment but nothing about semantic versioning guarantees or deprecation timelines.
Showing the top 8 of 51 — every none/partial verdict in the story verdicts table is headroom.
Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.
Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map5 surfaces · 27 covered stories
Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.
react.dev24 stories
- Drive the product through a documented public API
- Build encapsulated components that manage their own local state and compose them into complex UIs
- Write custom renderers so the framework's component model can target platforms other than the browser DOM
- Organize my app into modular, dependency-injected building blocks
- Debug my UI directly in browser devtools because the framework renders real DOM nodes
- Trace state changes through explicit, predictable data flow instead of debugging implicit two-way bindings
- Declare reactive state and have only the dependent UI code re-run when it changes
- Manage global application state using built-in primitives without adding a third-party library
- Incrementally adopt the framework, scaling from a small part of a page up to a full application
- Write markup and rendering logic together in a single component using HTML, CSS, and JavaScript I already know
- Use the framework directly via a script tag without needing a package manager or bundler
- Scaffold and run a new project in just a few minutes using an official CLI or starter
- Write components using standard HTML, CSS, and JavaScript syntax I already know, minimizing new concepts to learn
- Drop the framework into an existing server-rendered HTML page and render interactive components without rewriting the whole page
- Self-host the core product
- Hydrate my server-rendered app progressively so pages become interactive faster
- Build large applications that stay fast and maintainable as my team and codebase grow
- Reuse my framework skills and code to build performant native mobile apps for iOS and Android
- Stream server-rendered content so pages get faster perceived loads before all JavaScript arrives
- Fetch data in asynchronous server-rendered components and pass it down to interactive client components
- Deploy my server-rendered app to serverless or edge runtimes without custom infrastructure setup
- Use an official full-stack meta-framework built on top of the framework for routing and data fetching
- Treat server-loaded data as reactive state and build a responsive loading UI for it using resource and suspense primitives
- Render my application on the server with streaming support to reach interactivity faster
GitHub README19 stories
- Drive the product through a documented public API
- Build encapsulated components that manage their own local state and compose them into complex UIs
- Write custom renderers so the framework's component model can target platforms other than the browser DOM
- Organize my app into modular, dependency-injected building blocks
- Debug my UI directly in browser devtools because the framework renders real DOM nodes
- Trace state changes through explicit, predictable data flow instead of debugging implicit two-way bindings
- Declare reactive state and have only the dependent UI code re-run when it changes
- Manage global application state using built-in primitives without adding a third-party library
- Incrementally adopt the framework, scaling from a small part of a page up to a full application
- Write markup and rendering logic together in a single component using HTML, CSS, and JavaScript I already know
- Use the framework directly via a script tag without needing a package manager or bundler
- Whether the framework is governed by a foundation or a single company, so I can assess long-term continuity and lock-in risk
- Write components using standard HTML, CSS, and JavaScript syntax I already know, minimizing new concepts to learn
- Drop the framework into an existing server-rendered HTML page and render interactive components without rewriting the whole page
- Read the product's source under an open license
- Self-host the core product
- Build large applications that stay fast and maintainable as my team and codebase grow
- Reuse my framework skills and code to build performant native mobile apps for iOS and Android
- Render my application on the server with streaming support to reach interactivity faster
Hacker News9 stories
- Write custom renderers so the framework's component model can target platforms other than the browser DOM
- Debug my UI directly in browser devtools because the framework renders real DOM nodes
- Declare reactive state and have only the dependent UI code re-run when it changes
- Whether the framework is governed by a foundation or a single company, so I can assess long-term continuity and lock-in risk
- Write components using standard HTML, CSS, and JavaScript syntax I already know, minimizing new concepts to learn
- Read the product's source under an open license
- Self-host the core product
- Build large applications that stay fast and maintainable as my team and codebase grow
- Reuse my framework skills and code to build performant native mobile apps for iOS and Android
llms.txt2 stories
Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence
1 of 10 testable claims verified · 0 contradicted → integrity 10/100
9 distinct capability claims found in React’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.
1
Verified
9
Unverified
0
Contradicted
17
Undersold
Verified (1)
“Build native mobile apps for Android and iOS using React Native/Expo with truly native UIs”
Reuse my framework skills and code to build performant native mobile apps for iOS and Androidpartialproof ↗
Unverified (9)
“Build encapsulated components that manage their own state and compose into complex UIs”
Build encapsulated components that manage their own local state and compose them into complex UIsfullproof ↗
“Add React to an existing HTML page and render interactive components without a full rewrite”
Drop the framework into an existing server-rendered HTML page and render interactive components without rewriting the whole pagefullproof ↗
“Write markup and rendering logic together using JSX syntax”
Write markup and rendering logic together in a single component using HTML, CSS, and JavaScript I already knowfullproof ↗
“Pass new data into components in response to interactions and React updates the screen to match”
Trace state changes through explicit, predictable data flow instead of debugging implicit two-way bindingspartialproof ↗
“Use an official full-stack meta-framework (Next.js/React Router) for building complete apps”
Use an official full-stack meta-framework built on top of the framework for routing and data fetchingfullproof ↗
“Stream HTML from the server while still fetching data, progressively filling in content before JS loads”
Render my application on the server with streaming support to reach interactivity fasterfullproof ↗
“Stream HTML from the server while still fetching data, progressively filling in content before JS loads”
Stream server-rendered content so pages get faster perceived loads before all JavaScript arrivespartialproof ↗
“Use as little or as much React as needed, scaling from a widget to a full app”
Incrementally adopt the framework, scaling from a small part of a page up to a full applicationfullproof ↗
“Frameworks built on React can fetch data in asynchronous server or build-time components”
Fetch data in asynchronous server-rendered components and pass it down to interactive client componentspartialproof ↗
Undersold (17)
Point an agent at llms.txt or agent-oriented docsfullproof ↗
Drive the product through a documented public APIpartialproof ↗
Write custom renderers so the framework's component model can target platforms other than the browser DOMpartialproof ↗
Organize my app into modular, dependency-injected building blockspartialproof ↗
Debug my UI directly in browser devtools because the framework renders real DOM nodespartialproof ↗
Declare reactive state and have only the dependent UI code re-run when it changespartialproof ↗
Manage global application state using built-in primitives without adding a third-party librarypartialproof ↗
Use the framework directly via a script tag without needing a package manager or bundlerfullproof ↗
Whether the framework is governed by a foundation or a single company, so I can assess long-term continuity and lock-in riskpartialproof ↗
Scaffold and run a new project in just a few minutes using an official CLI or starterpartialproof ↗
Write components using standard HTML, CSS, and JavaScript syntax I already know, minimizing new concepts to learnpartialproof ↗
Hydrate my server-rendered app progressively so pages become interactive fasterpartialproof ↗
Build large applications that stay fast and maintainable as my team and codebase growpartialproof ↗
Deploy my server-rendered app to serverless or edge runtimes without custom infrastructure setuppartialproof ↗
Treat server-loaded data as reactive state and build a responsive loading UI for it using resource and suspense primitivespartialproof ↗
Business model
Free, open-source (MIT); developed and funded by Meta, whose engineers dominate React's core team, with no direct monetization of React itself.
pricing ↗Score trend
How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.
Flag
⚑ Flag a verdictThink a verdict is wrong? Opens a prefilled GitHub issue — or use the ⚑ next to any verdict above.
For agents
Agent surface uptime llms.txt 100% (30d, checked every 6h since Sep 8 '26)
