MLDB

A database designed for machine learning with RESTful API and SQL support.

DecliningOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is MLDB?

The Machine Learning Database is a specialized database that allows users to store data, explore it using SQL commands, train machine learning models, and expose these models as APIs over a RESTful interface. It's ideal for teams needing an integrated solution for both data storage and model deployment.

Key differentiator

MLDB stands out as an open-source, self-hosted solution that integrates data storage with machine learning capabilities through RESTful APIs and SQL support.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

RESTful API for data manipulation and model deploymentmedium

SQL support for data explorationmedium

Integrated machine learning capabilitiesmedium

Self-hosted solutionmedium

Open-sourcemedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited language support beyond C++ and Pythonhigh

Official SDKs only available for C++ and Python, other languages rely on community support

Complex setup processmedium

Requires manual configuration of multiple components including database, model training environment, and RESTful API endpoints

Fit analysis

Who is it for?

✓ Best for

Teams that need an integrated solution for storing, exploring, and deploying machine learning models

Developers who prefer a self-hosted, open-source tool with RESTful API capabilities

✕ Not a fit for

Projects requiring cloud-based managed services without the need to host their own infrastructure

Users looking for a graphical user interface (GUI) for database management and model deployment

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with MLDB

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →