Ross ROSS = Recommend OSS · open-source software intelligence for agents

ormar-orm/ormar

python async orm with fastapi in mind and pydantic validation observed · 2026-08-28

github.com/ormar-orm/ormar · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

95/100

  • Activity 99
  • Release rhythm 87
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 29
  • age_days: 2222
  • days_rel: 86
  • days_push: 9
  • n_releases_24m: 8

Full methodology

Adoption not part of the score

1802 stars · 97 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Ormar is an async mini ORM for Python supporting Postgres, MySQL, and SQLite, built on SQLAlchemy Core with pydantic validation. It lets you maintain a single model that works directly as FastAPI request and response models.

Use cases

  • build async FastAPI apps with database models
  • use one model for both ORM and pydantic validation
  • query Postgres, MySQL, or SQLite asynchronously
  • generate migrations with alembic
  • avoid duplicating pydantic and ORM models

When to choose

  • you use FastAPI or Starlette and want a single model for validation and persistence
  • you need a lightweight async ORM without maintaining separate schemas
  • you want SQLAlchemy Core query building with pydantic-style models

When to avoid

  • you need the full SQLAlchemy ORM feature set like advanced relationship loading
  • your project is synchronous-only
  • you need databases beyond Postgres, MySQL, and SQLite

Facets

library · maturity active

orm database serialization form-handling databases web-development backend apis python cross-platform async pydantic fastapi sqlalchemy-core alembic single-model

3 sources

Member repositories

RepositoryRoleHealth v2
ormar-orm/ormarmain95

For agents

markdown · JSON · MCP: product_card(name="ormar-orm/ormar")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem