Comparison

Ecto vs SQLAlchemy

On the evidence we track, SQLAlchemy leads this comparison with a composite score of 75/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Ecto52
★SQLAlchemy75
Score
vioscaleAI score
Ecto52 / 100low · 39%
SQLAlchemy75 / 100high · 78%
Pricing
Free tier
Ecto✓
SQLAlchemy✓
Model
Price level
Ectofree
SQLAlchemyfree
Transparent
Ecto–
SQLAlchemy✓
Integrations
Count
Ecto5
SQLAlchemy6
Reliability
Status page
Ecto✓
SQLAlchemy–
Adoption
Dependent repos
Ecto12,249
SQLAlchemy53,487
Github stars
Ecto6,497
SQLAlchemy12,245
Package downloads weekly
Ecto–
SQLAlchemy9,800,000
Stackoverflow questions
Ecto–
SQLAlchemy34,000
Activity
Commits last 30d
Ecto10
SQLAlchemy82
Release
Cadence days
Ecto–
SQLAlchemy8
History
SQLAlchemy20 items
License
Spdx
SQLAlchemyMIT
Language
Primary
EctoElixir
SQLAlchemyPython
Market
Availability
Ecto–
Content
Faq
SQLAlchemy8 items

Capabilities

Feature-by-feature on the axes that matter for orm & database tools. “-” means undocumented, not absent.

Core
Type-safe queries
Ecto✓
SQLAlchemy✓
Schema migrations
Ecto✓
SQLAlchemy✗
Relations / joins API
Ecto✓
SQLAlchemy✓
Languages
EctoElixir
SQLAlchemyPython
Modelling
Schema-first modelling
Ecto✓
SQLAlchemy✓
Flexibility
Raw SQL escape hatch
Ecto✓
SQLAlchemy✓
Portability
Multiple database backends
Ecto✓
SQLAlchemy✓
Ops
Connection pooling
Ecto-
SQLAlchemy✓
DX
Data browser / studio
Ecto-
SQLAlchemy✗

What each one is

The product in its own terms, so the numbers below have context.

Ecto

Provides a way for Elixir applications to interact with SQL databases using Elixir code instead of raw SQL, with support for defining data structures, managing schema evolution through migrations, and handling relationships between data entities.

Independently observed

SQLAlchemy

Leader

A Python-based database toolkit offering both an Object-Relational Mapper for domain-driven development and a SQL construction system for direct database interaction, supporting multiple database backends.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Ecto

Open sourceFree tier
as of verify ↗

SQLAlchemy

Leader
Open source
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Deployment
Self-hosted
Ecto✓
SQLAlchemy✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (2)
  • PostgreSQL
  • MySQL

Ecto

6 total - 4 not shared
  • MSSQL
  • SQLite3
  • ClickHouse
  • ETS
Independently observed

SQLAlchemy

Leader
6 total - 4 not shared
  • Oracle
  • SQL Server
  • SQLite
  • Alembic
Independently observed
Still deciding?

Ecto or SQLAlchemy: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.