Automated AI security testing for agents, chatbots, and APIs. Find prompt injection, data leaks, and unsafe behavior before launch.
sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.
Which is more popular?
Based on our record, Supabase
seems to be a lot more popular than mlsql.
While we know about 561 links to Supabase,
we've tracked only 2 mentions of mlsql.
social mentions
561 vs 2
Developer Tools popularity
100% vs 0%
alternatives listed
240+ vs 1
Base details
Website, pricing, platforms and company facts side by side.
Real-time capabilities Supabase offers real-time database features that allow you to subscribe to database changes and sync data with your frontend seamlessly.
PostgreSQL foundation Supabase is built on PostgreSQL, a robust, mature, and highly extensible SQL database, providing strong data integrity and reliability.
Open-source Supabase is open-source, which means you can inspect, modify, and contribute to the source code. This fosters community engagement and transparency.
Ease of use Supabase provides an intuitive dashboard and auto-generated APIs, making it easy for developers to manage databases without extensive backend knowledge.
Authentication and Authorization Supabase includes pre-built authentication and authorization modules, supporting various sign-in methods like email, OAuth, and more, simplifying user management.
Scalability Supabase is designed to scale with your application, offering plans that can handle from small to large-scale traffic and data operations.
Possible disadvantages
New and evolving As a relatively new platform, Supabase is still evolving, which means it might lack some features found in more mature solutions and could have occasional bugs or stability issues.
Limited integration Currently, Supabase has fewer third-party integrations compared to other established backend-as-a-service (BaaS) providers, which might limit its utility in diverse tech stacks.
Learning curve Despite its user-friendly interface, there could be a learning curve for those unfamiliar with PostgreSQL or real-time database concepts.
Pricing for advanced features While Supabase offers a free tier, advanced features, and higher usage plans come with a cost. This might be limiting for startups or hobby projects with tight budgets.
Limited geographic presence Supabase's infrastructure might have limited geographic data centers compared to larger cloud providers, potentially affecting latency and performance for users in certain regions.
No features have been listed yet.
Analysis
An editorial look at what each product does well and who it suits.
Supabasemlsql
Overall verdict
Supabase is a strong choice for developers looking for an affordable, open-source solution to manage their application's back-end with real-time data and user authentication.
Why this product is good
Supabase is an open-source alternative to Firebase, providing a robust back-end platform for web and mobile applications.
It offers real-time capabilities, authentication, and auto-generated APIs with PostgreSQL, making it versatile and efficient.
The platform is developer-friendly with excellent documentation and an active community.
Being open-source allows for greater flexibility and control over your projects.
Recommended for
Developers seeking an open-source alternative to Firebase.
Teams that require real-time data synchronization.
Projects needing a scalable and easy-to-use back-end solution.
Individuals or teams working with PostgreSQL.
Overall verdict
MLSQL is a solid open-source unified platform that blends SQL with machine learning, making data engineering and ML workflows accessible through a single, declarative language. It's a good choice for teams looking to streamline big data and ML pipelines without switching between multiple tools.
Why this product is good
It unifies data processing and machine learning under a single SQL-like syntax, lowering the learning curve for data teams.
Built on top of Apache Spark, it leverages a proven distributed computing engine for handling large-scale data.
Open-source and actively developed, allowing customization and community-driven improvements.
Supports the full ML lifecycle including data preprocessing, training, and deployment within one workflow.
Reduces the need to context-switch between separate ETL, analytics, and ML tools.
Recommended for
Data engineers and data scientists who prefer SQL-centric workflows
Teams working with big data on Apache Spark
Organizations wanting to unify ETL and machine learning pipelines
Companies seeking an open-source alternative to fragmented ML tooling
Analysts looking to build ML models without deep programming expertise
Supabase combines PostgreSQL with authentication, storage, realtime functionality, and other backend services, making it a great fit for teams looking for an all-in-one platform. Teams with specialized PostgreSQL...
Supabase offers an open-source PostgreSQL backend that is tailored for developers with simplicity and scalability requirements. Its fully managed infrastructure aligned with integrated APIs makes it an excellent...
Supabase: An open-source BaaS alternative to Firebase, offering instant Postgres APIs, auth, edge functions, and growing AI-ready tooling. Ideal for modern dev teams but limited in orchestration and multi-agent flows.
Free tier, permanent. Requires an API key, but the free quota resets every month or day and never expires on its own. Examples: Groq, Resend, Supabase, ROIC.ai.
- Source: dev.to
/
1 day ago
If you let Claude Code build an app on your backend and never mention security, where does it put the access rules? And does it get them right? I tried it by building two apps on Supabase, Appwrite and Nhost through their CLIs, with the...
- Source: dev.to
/
6 days ago
From YouTube Transcript to Structured Technical Knowledge
{
"name": "Supabase",
"aliases": ["supabase"],
"category": "database",
"role": "backend and authentication",
"mention": "used",
"evidence": [
{ "quote": "we use Supabase for auth and the database", "start": 761 }
],
...
- Source: dev.to
/
7 days ago
Download the files from Docker Container and locally edit them
I am working on a project that requires me to take user input (as English) and return SQL queries. We will eventually be working with multiple datasets, which is why the valuenet over at https://github.com/paulfitz/mlsql ended up being...
Source:
over 4 years ago
