Data as of Aug 25, 2026 · Based on 194 AI responses from ChatGPT Search and Google AI Mode · See how Parse measures this
The best service depends on your specific development needs: choose Supabase for SQL-based relational data,
Firebase for real-time mobile apps,
Xano for no-code complex logic, or for self-hosted data ownership, and for TypeScript-native reactive workflows. AWS Amplify is recommended if you are already deeply committed to the AWS ecosystem.
Brands AI recommends here
Best for teams needing robust relational database features, SQL access, and open-source flexibility. It is preferred when consistent data structures and direct SQL control are required for your application.
Best for mobile app developers and rapid prototyping. It excels in real-time data synchronization and is an ideal choice if you want to leverage Google Cloud services for your initial backend infrastructure.
Best for no-code and low-code builders who need complex business logic and scalability. It allows for advanced data transformations and visual modeling without requiring deep server management.
Best for developers prioritizing data sovereignty and self-hosting. It provides full control over data residency and is a strong, open-source choice for compliance-heavy projects.
Platforms that bundle a database, authentication, and APIs into a single ecosystem are known as Backend-as-a-Service (BaaS) or full-stack developer platforms.
The top services dominating the landscape include:
If you want to narrow down the best fit, tell me:
If you mean backend-as-a-service platforms that bundle a database + authentication + APIs, these are the strongest options right now:
| Service | Database | Auth | APIs / Backend | Best for |
|---|---|---|---|---|
| Supabase | PostgreSQL | Built-in | REST, GraphQL, Edge Functions, Realtime | Best overall / SQL apps |
| Firebase | Firestore / Realtime DB | Excellent | SDKs, Cloud Functions, APIs | Mobile apps, rapid prototypes |
| Appwrite | Databases | Built-in | REST, GraphQL, Functions, Realtime | Open-source/self-hosted stacks |
| Convex | Document database | Built-in/third-party | Type-safe functions + HTTP | Modern TypeScript/React apps |
| PocketBase | SQLite | Built-in | REST-ish API | Small apps, local/self-hosted backends |
1. Supabase — best default choice. It combines PostgreSQL, authentication, automatically available REST/GraphQL data APIs, Row Level Security, storage, realtime features, and server-side functions. The particularly nice part is that your auth and authorization can directly integrate with PostgreSQL/RLS.
2. Firebase — best for mobile and Google's ecosystem. Firebase is still a very strong choice if you're building primarily for iOS/Android or want tight integration with Google's services. Its main architectural difference is that Firestore is a NoSQL document database rather than PostgreSQL.
3. Appwrite — best open-source alternative to Supabase/Firebase. Appwrite provides authentication, databases, storage, functions, messaging, realtime, and hosting, with REST and GraphQL APIs. It can run in Appwrite Cloud or be self-hosted.
4. Convex — best for a highly reactive TypeScript app. Convex takes a different approach: your application logic lives in backend functions, while the database and realtime synchronization are tightly integrated. Authentication can be handled through Convex Auth or providers such as Clerk, Auth0, and WorkOS.
5. PocketBase — best for tiny/simple self-hosted projects. It's unusually lightweight: SQLite database, built-in auth, realtime subscriptions, dashboard, and a REST-style API in a small Go application. However, its own documentation currently warns that it hasn't reached v1.0 and isn't recommended for production-critical applications.
If you're choosing a stack today for a new SaaS, I'd start with Supabase + Next.js/React unless you have a specific reason to prefer a different architecture.
1. Supabase — best default choice. It combines PostgreSQL, authentication, automatically available REST/GraphQL data APIs, Row Level Security, storage, realtime features, and server-side functions. The particularly nice part is that your auth and authorization can directly integrate with PostgreSQL/RLS.
2. Firebase — best for mobile and Google's ecosystem. Firebase is still a very strong choice if you're building primarily for iOS/Android or want tight integration with Google's services. Its main architectural difference is that Firestore is a NoSQL document database rather than PostgreSQL.
3. Appwrite — best open-source alternative to Supabase/Firebase. Appwrite provides authentication, databases, storage, functions, messaging, realtime, and hosting, with REST and GraphQL APIs. It can run in Appwrite Cloud or be self-hosted.
4. Convex — best for a highly reactive TypeScript app. Convex takes a different approach: your application logic lives in backend functions, while the database and realtime synchronization are tightly integrated. Authentication can be handled through Convex Auth or providers such as Clerk, Auth0, and WorkOS.
5. PocketBase — best for tiny/simple self-hosted projects. It's unusually lightweight: SQLite database, built-in auth, realtime subscriptions, dashboard, and a REST-style API in a small Go application. However, its own documentation currently warns that it hasn't reached v1.0 and isn't recommended for production-critical applications.
Combining a database, authentication, and auto-generated APIs into a unified stack is known as Backend-as-a-Service (BaaS). The top platforms dominating this space offer distinct advantages depending on whether you prefer relational SQL, open-source self-hosting, or zero-config speed.
If you want to narrow down the choices , tell me:
If you mean backend-as-a-service platforms that bundle a database + authentication + APIs, these are the strongest options:
| Service | Database | Auth | APIs | Best for |
|---|---|---|---|---|
| Supabase | PostgreSQL | Excellent | REST, GraphQL, SDKs | Most web/SaaS apps |
| Firebase | Firestore / Realtime DB | Excellent | SDKs, Cloud Functions | Mobile apps, realtime apps |
| Appwrite | Document/SQL databases | Excellent | REST, GraphQL, SDKs | Open-source/self-hosted backends |
| Convex | Built-in reactive DB | Built-in/integrated auth | Type-safe functions | Modern TypeScript/React apps |
| PocketBase | SQLite | Built-in | REST | Small/simple apps |
1. Supabase — best overall
It's essentially Postgres + Auth + automatically generated APIs + storage + realtime + server-side functions. Its particularly nice feature is that authentication integrates directly with Postgres Row Level Security, so you can express authorization rules at the database level.
I'd choose it for most SaaS products, dashboards, marketplaces, CRUD applications, and startups.
2. Firebase — best for mobile/realtime
Firebase has extremely mature authentication and tight integration with its databases, SDKs, and serverless infrastructure.
I'd favor it when you're building mobile-first, highly realtime, or heavily Google-integrated applications. The main downside for many web/SaaS developers is that Firestore's data model and querying are quite different from conventional SQL/Postgres.
3. Appwrite — best open-source alternative
Appwrite combines authentication, databases, storage, functions, and APIs. Its APIs are available through REST, GraphQL, and realtime interfaces.
It's particularly attractive if self-hosting and open source matter.
4. Convex — best developer experience for TypeScript
Convex takes a different approach: rather than giving you a traditional database with generated CRUD APIs, you write backend functions and get a strongly typed interface between your frontend and backend.
I'd consider it especially compelling for a Next.js/React + TypeScript application where you want to move quickly without designing an API layer manually.
5. PocketBase — best for tiny/simple projects
PocketBase is wonderfully simple: one executable, SQLite, authentication, files, and a REST API. It's excellent for prototypes, internal tools, and relatively small applications, but I wouldn't pick it as my default for a high-scale SaaS.
If your goal is specifically "I want one service to replace my database + Auth0 + backend API", Supabase is probably the closest fit. It gives you Postgres, authentication, and APIs as one coherent system, rather than stitching together three vendors.
1. Supabase — best overall
It's essentially Postgres + Auth + automatically generated APIs + storage + realtime + server-side functions. Its particularly nice feature is that authentication integrates directly with Postgres Row Level Security, so you can express authorization rules at the database level.
I'd choose it for most SaaS products, dashboards, marketplaces, CRUD applications, and startups.
2. Firebase — best for mobile/realtime
Firebase has extremely mature authentication and tight integration with its databases, SDKs, and serverless infrastructure.
I'd favor it when you're building mobile-first, highly realtime, or heavily Google-integrated applications. The main downside for many web/SaaS developers is that Firestore's data model and querying are quite different from conventional SQL/Postgres.
3. Appwrite — best open-source alternative
Appwrite combines authentication, databases, storage, functions, and APIs. Its APIs are available through REST, GraphQL, and realtime interfaces.
It's particularly attractive if self-hosting and open source matter.
4. Convex — best developer experience for TypeScript
Convex takes a different approach: rather than giving you a traditional database with generated CRUD APIs, you write backend functions and get a strongly typed interface between your frontend and backend.
I'd consider it especially compelling for a Next.js/React + TypeScript application where you want to move quickly without designing an API layer manually.
5. PocketBase — best for tiny/simple projects
PocketBase is wonderfully simple: one executable, SQLite, authentication, files, and a REST API. It's excellent for prototypes, internal tools, and relatively small applications, but I wouldn't pick it as my default for a high-scale SaaS.
To help narrow down the best choice for you, could you tell me:
If by “combining a database, auth, and APIs” you mean a Backend-as-a-Service (BaaS), these are the strongest options in 2026:
| Service | Database | Auth | APIs | Best for |
|---|---|---|---|---|
| Supabase | PostgreSQL | Built-in | Auto-generated REST + GraphQL | Most web/SaaS apps |
| Firebase | Firestore / Realtime DB | Built-in | SDKs + REST | Mobile, realtime, Google ecosystem |
| Appwrite | Databases | Built-in | REST + GraphQL + SDKs | Open-source/self-hosted apps |
| Convex | Reactive database | Built-in integrations | TypeScript functions | Realtime TypeScript/React apps |
| AWS Amplify | AWS data services | Cognito | GraphQL/REST | Teams already invested in AWS |
1. Supabase — best overall.
You get a full PostgreSQL database, authentication, storage, realtime, Edge Functions, and APIs in one platform. Its Data API is automatically generated from your database schema, while Auth integrates directly with Postgres and Row Level Security.
2. Firebase — best for mobile/realtime.
It's extremely mature and has a huge ecosystem. Firestore is a document database rather than SQL, which is excellent for certain realtime/mobile architectures but less convenient for relational data.
3. Appwrite — best if self-hosting matters.
It bundles Auth, databases, Functions, Storage, Realtime and APIs, and can run either in Appwrite Cloud or self-hosted.
4. Convex — best for a modern TypeScript/realtime architecture.
It's particularly attractive when your application revolves around reactive data and server-side TypeScript functions rather than traditional REST/SQL development.
For most new projects today, I'd start with Supabase unless you have a specific reason to prefer Firebase's document/realtime model or Convex's reactive architecture. Current 2026 comparisons likewise tend to put Supabase, Firebase, Appwrite, and Convex among the leading BaaS choices.
If you mean backend-as-a-service (BaaS) platforms that bundle a database, authentication, and APIs, these are the strongest options in 2026:
| Service | Database | Auth | APIs | Best for |
|---|---|---|---|---|
| Supabase | PostgreSQL | ✅ | Auto-generated REST + SDKs | Best overall / SQL apps |
| Firebase | Firestore / Realtime DB | ✅ | SDKs + Cloud Functions | Mobile apps & Google ecosystem |
| Appwrite | Databases | ✅ | REST + GraphQL + SDKs | Open-source/self-hosting |
| Convex | Reactive database | Via auth integrations | Functions + HTTP APIs | Real-time TypeScript apps |
| Xano | Managed database | ✅ | Visual API builder | No/low-code backends |
1. Supabase — best default choice.
You get PostgreSQL, authentication, storage, realtime features, and an API automatically generated from your database schema. Its Auth integrates directly with Postgres Row Level Security, which makes authorization particularly nice for SaaS/web applications.
2. Firebase — best for mobile/realtime.
It's particularly compelling if you're already using Google Cloud or building a mobile application. The tradeoff is that Firestore's document model is quite different from traditional relational PostgreSQL.
3. Appwrite — best if self-hosting matters.
Appwrite bundles Auth, databases, functions, storage, realtime, and APIs, and can run either in Appwrite Cloud or self-hosted. Its APIs are available through REST and GraphQL.
4. Convex — best for a modern reactive app.
Instead of treating the API as CRUD endpoints over a conventional database, you define queries, mutations, and actions in TypeScript. It can also expose custom HTTP APIs and integrates authentication into that model.
5. Xano — best for visual/no-code API development.
It's a good choice when you want to build the backend through a visual interface rather than writing most of the backend yourself.
If you're starting a new project and don't have a special constraint, I'd choose Supabase. Its PostgreSQL foundation gives you considerably more flexibility than a document-oriented backend while still giving you the convenience of managed auth and automatically generated APIs.
If you want to narrow this down, let me know:
Combining a database, authentication, and auto-generated or serverless APIs into a single ecosystem is known as Backend-as-a-Service (BaaS).
These platforms remove the boilerplate of setting up traditional servers, letting you ship apps much faster.
The top services leading the market vary based on whether you want a relational SQL setup, real-time NoSQL, or self-hosting freedom:
pgvector ) because you own standard SQL data without heavy lock-in. Explore it on the Supabase Website.To help narrow down which of these fits best, tell me:
If by “combining a database, auth, and APIs” you mean one backend platform that gives you most of the application backend out of the box, these are the strongest options in 2026:
| Service | Database | Auth | APIs / backend | Best for |
|---|---|---|---|---|
| Supabase | PostgreSQL | Built-in | Auto-generated REST + SDKs | Best overall for web/SaaS |
| Firebase | Firestore / Realtime DB | Excellent | SDKs + Cloud Functions | Mobile + Google ecosystem |
| Appwrite | Tables/Docs + SQL options | Built-in | REST, GraphQL, SDKs | Open-source / self-hosting |
| Convex | Reactive database | Auth integrations | TypeScript backend functions | TypeScript/React apps |
| AWS Amplify | Multiple AWS DB options | Cognito | GraphQL/API + Functions | AWS-heavy production apps |
1. Supabase — best default
If you're building a SaaS, web app, dashboard, marketplace, or typical CRUD application, I'd start here. You get PostgreSQL, authentication, storage, realtime features, and an API layer. Its particularly nice feature is that it automatically generates a REST API from your Postgres schema.
2. Firebase — best for mobile
Firebase is still an excellent choice if iOS/Android is central, particularly when you want realtime/offline-oriented data and tight integration with Google's ecosystem. The tradeoff is that Firestore's document model can be less natural than SQL/Postgres for relational applications.
3. Appwrite — best open-source alternative
Appwrite is particularly compelling if you want a more integrated, open-source backend. It bundles authentication, databases, storage, functions, realtime, messaging, and hosting, and can be used either through its cloud offering or self-hosted. Its APIs include REST and GraphQL.
4. Convex — best if you're all-in on TypeScript
Convex takes a somewhat different approach: rather than primarily thinking in terms of exposing a database through REST/GraphQL, you write typed backend functions and let Convex handle the database/realtime layer. It's particularly attractive with React/Next.js.
5. AWS Amplify — best when AWS is already your platform
Amplify makes sense when you need to integrate deeply with AWS services and don't mind AWS's additional complexity. It's less attractive if your primary goal is simply “I need a database + login + API quickly.”
If you're starting a new web application today, my default would be Postgres + Supabase Auth + Supabase's generated API, unless you have a specific reason to choose Firebase or Convex.