1
Browserbase
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AI ToolBecomes the API
Convex Review
Convex is an open-source, reactive backend platform that provides a database, serverless functions, and client libraries for building and scaling dynamic, live-updating applications.
shipped May 26, 2026automatefreemium
1Offers a freemium pricing model with Free/Starter plans utilizing an S16 deployment class for 16 concurrent queries.
2Professional plans feature an S256 deployment class, supporting 256 concurrent queries and up to 300 concurrent running deployments.
3Provides end-to-end type safety with TypeScript-native development, ensuring types flow from database schema to frontend hooks.
4Includes integrated vector search capabilities for full-stack AI projects, enhancing AI chat apps and RAG patterns.
Stork Quadrant
Becomes the API· 42/100
Replaceable as a UI, but kept alive as the API the agents call.
“Convex is infrastructure, not a capability — the LLM doesn't replace it, it runs on top of it. The coordination moat is real: reactive queries, transactional mutations, and realtime subscriptions require actual running servers, websocket connections, and consistency guarantees that no LLM can conjure. The threat isn't replacement by an LLM alone; it's commoditization by Supabase, Firebase, or PlanetScale eating the same developer mindshare. MCP and OpenAPI hooks are smart — they make Convex callable by agents, not just humans.”
Defensibility · 15/100
- Physical-world coupling
- Regulatory moat
- Network liquidity
- Proprietary refreshing data
- High-trust catastrophic workflows
- Multi-party coordination
- Brand / community / taste
An LLM alone could replace
- Write TypeScript server functions and mutations — an LLM can generate this code directly
- Design a database schema with indexes — an LLM produces this in seconds
- Set up a cron job or scheduled task — boilerplate an LLM handles trivially
- Generate CRUD API endpoints with OpenAPI spec — fully replaceable by LLM-assisted scaffolding
Agent-Readiness · 75/100
- Verified MCP— Stork MCP listing: convex-mcp (confirmed)
- Listed on agent surfaces— anthropic_directory, cursor + Stork:convex-mcp
- Usage-based pricing— pricing page heuristic match: https://convex.dev/pricing
- Headless agent auth
- Public OpenAPI— https://api.convex.dev/v1/openapi.json
- Active changelog
- llms.txt— https://convex.dev/llms.txt
Score history · +25 pts over 4 re-scores
How to defend
Double down on being the backend agents call, not the one humans configure. Own the agent-native backend narrative: transactional functions, deterministic scheduling, and realtime subscriptions are exactly what agentic workflows need — market that explicitly and build the primitives agents can't fake.
- Expose API-key auth with a self-serve sandbox tier; remove sales-call gates (+15).
- Publish a public changelog and ship in the last 90 days — silence reads as abandonment (+10).
Convex at a Glance
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overview
What is Convex?
Convex is a full-stack AI development platform developed by Convex (company) that enables web developers, full-stack developers, and teams with limited backend/DevOps expertise to build and scale dynamic, live-updating applications with integrated AI features. It provides a reactive database, serverless functions, and client libraries, supporting full-stack AI projects with features like vector search and scheduled functions. The platform abstracts away traditional backend complexities, offering real-time data synchronization and a TypeScript-native development environment. Convex supports backend logic as TypeScript functions (queries, mutations, and actions) that run in a serverless environment, automatically scaling based on demand. Its reactive database ensures UI updates automatically when queried data changes, eliminating manual WebSocket management.
quick facts
Quick Facts
| Attribute | Value |
|---|---|
| Developer | Convex |
| Business Model | Freemium |
| Pricing | Free/Starter: Freemium, Professional: Varies |
| Platforms | Web, API |
| API Available | Yes |
| Integrations | Vercel Marketplace |
| Programming Language | TypeScript |
| Package Manager | npm |
| Database | Built-in reactive document database |
features
Key Features of Convex
Convex provides a comprehensive suite of features designed to streamline backend development for real-time and reactive applications. Its architecture emphasizes developer experience and scalability, integrating core backend functionalities into a unified platform. The platform's design facilitates rapid development and deployment of applications requiring instant data synchronization and robust backend logic.
- 1TypeScript-first reactive backend with end-to-end type safety.
- 2Real-time queries and automatic data synchronization across all connected clients.
- 3Built-in scheduler for cron jobs and automated tasks.
- 4Serverless functions (queries, mutations, and actions) for backend logic, with automatic scaling.
- 5Integrated file storage for managing application assets.
- 6Built-in authentication mechanisms for user management.
- 7Vector search capabilities for enhancing AI projects and Retrieval-Augmented Generation (RAG) patterns.
- 8OpenAPI support for management API and HTTP actions.
- 9Client libraries for seamless integration with frontend frameworks.
- 10ACID transactions for database operations.
use cases
Who Should Use Convex?
Convex is primarily designed for developers and teams seeking to build dynamic, real-time applications efficiently without extensive backend infrastructure management. Its feature set caters to a range of use cases from rapid prototyping to complex AI-driven applications, leveraging its reactive database and serverless functions.
- 1Web developers and Full-stack developers for rapid prototyping and building Minimum Viable Products (MVPs).
- 2Teams developing real-time, live-updating applications such as chat platforms, collaborative text editors, and live dashboards.
- 3Developers building full-stack AI projects, including AI chat applications with integrated vector search and AI workflows.
- 4Frontend specialists and teams with limited backend/DevOps expertise aiming to create serverless applications without managing infrastructure.
- 5Product developers requiring integrated file storage, authentication, and scheduled functions for their applications.
pricing
Convex Pricing & Plans
Convex operates on a freemium model, offering various plans tailored to different scales of development, from individual projects to enterprise-level applications. Pricing is structured around deployment classes, concurrent queries, and data egress, with network ingress being free across all plans as of April 2, 2026. Data egress is priced at $0.12/GB.
- 1Free/Starter Plan: Freemium tier, includes an S16 deployment class supporting 16 concurrent queries. Suitable for personal projects and initial development.
- 2Professional Plan: Pricing varies based on usage, includes an S256 deployment class supporting 256 concurrent queries. Offers increased concurrent running deployments (up to 300) and is designed for rapidly scaling teams.
- 3Business and Enterprise Plans: Custom contracts available for established products and large teams. These plans offer dedicated deployments, Single Sign-On (SSO), compliance reports, and tailored support.
competitors
Convex vs Competitors
Convex distinguishes itself in the backend-as-a-service (BaaS) landscape through its TypeScript-first, reactive database approach and integrated AI capabilities. While sharing some functionalities with competitors, its core design principles offer unique advantages for specific development paradigms.
1
Supabase↗
Supabase is an open-source Firebase alternative that provides a full PostgreSQL database with real-time capabilities, authentication, and edge functions.
Unlike Convex's proprietary document database, Supabase offers a standard SQL database (PostgreSQL) with full relational modeling and row-level security. Both offer real-time subscriptions and serverless functions, but Convex's reactive query model is inherently more elegant for real-time apps, while Supabase's real-time is opt-in per channel.
2
Firebase↗
Firebase is Google's comprehensive app development platform built on a NoSQL document database (Firestore) with a vast ecosystem of services.
Firebase offers a broader suite of services beyond just a backend, including analytics, crash reporting, and notifications, making it ideal for mobile-first apps and rapid prototyping. While both provide real-time capabilities and serverless functions, Convex focuses on a TypeScript-first reactive backend with ACID transactions, whereas Firebase uses a flexible JSON-based data model with no ACID transactions in its Realtime Database.
3
AWS Amplify↗
AWS Amplify is Amazon's full-stack development platform that provisions real AWS services with a code-first, TypeScript-based developer experience.
AWS Amplify provides a similar TypeScript-based developer experience to Convex for defining data models and business logic, but it deploys to your own AWS account, offering deeper integration into the AWS ecosystem and more control over underlying infrastructure. Convex runs everything on its own infrastructure, providing a more opinionated, managed reactive backend.
4
Appwrite↗
Appwrite is an open-source, self-hostable backend platform that provides core APIs for building web, mobile, and Flutter apps.
Appwrite offers easy self-hosting and data ownership, appealing to teams that want full control over their backend infrastructure, which is an option Convex also provides with its open-source backend. While both offer serverless functions and real-time updates, Convex emphasizes a TypeScript-native reactive database with built-in scheduling, whereas Appwrite uses REST/GraphQL with separate SDKs and has functions but no cron or search primitives built-in.
❓
Frequently Asked Questions
+What is Convex?
Convex is a full-stack AI development platform developed by Convex (company) that enables web developers, full-stack developers, and teams with limited backend/DevOps expertise to build and scale dynamic, live-updating applications with integrated AI features. It provides a reactive database, serverless functions, and client libraries, supporting full-stack AI projects with features like vector search and scheduled functions.
+Is Convex free?
Yes, Convex offers a freemium model with a Free/Starter plan. This plan includes an S16 deployment class for 16 concurrent queries, free network ingress, and data egress priced at $0.12/GB. Paid Professional, Business, and Enterprise plans are available for scaling applications, offering higher concurrency and additional features.
+What are the main features of Convex?
Key features of Convex include a TypeScript-first reactive backend with end-to-end type safety, real-time queries and data synchronization, built-in scheduler for cron jobs, serverless functions (queries, mutations, actions), integrated file storage, built-in authentication, and vector search capabilities for AI projects. It also provides OpenAPI support and client libraries for frontend integration.
+Who should use Convex?
Convex is ideal for web developers, full-stack developers, and frontend specialists looking to rapidly prototype and build MVPs, especially for real-time, live-updating applications like chat and collaboration tools. It is also well-suited for developers creating full-stack AI projects with vector search, and for teams with limited backend/DevOps expertise who need a simplified, serverless backend solution with integrated features like authentication and file storage.
+How does Convex compare to alternatives?
Convex differentiates itself from competitors like Supabase, Firebase, AWS Amplify, and Appwrite through its TypeScript-first reactive database with ACID transactions and an inherently reactive query model. Unlike Supabase's PostgreSQL or Firebase's NoSQL, Convex offers a managed reactive backend with built-in scheduling and vector search, providing a more opinionated and streamlined experience for real-time and AI-driven applications compared to the broader ecosystems or self-hosting options of its competitors.
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