# Floom vs Orbi — Fit & Features

Canonical: https://trutool.co/compare/floom-vs-orbi
Author: Snehil (https://trutool.co/authors/snehil)

Compare Floom and Orbi by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Floom
🌊 Floom, "The K8s for AI", orchestrates & executes Generative AI pipelines, Empowering Developers and DevOps to focus on what matters.
Best fit: People and teams evaluating ai coding assistants for a specific workflow.
- Core product workflow
Before you choose: Test a representative task, inspect outputs, and confirm integrations, permissions, data handling, licensing, and current costs.
Pricing: https://github.com/pricing
- [Read Floom profile](https://trutool.co/tools/floom): Read Floom profile

### Orbi
Orbi is an open source (AGPL-3.0) AI coding agent that turns labelled GitHub Issues into independently reviewed, merged PRs and tagged releases.
Best fit: People and teams evaluating ai coding assistants for a specific workflow.
- Core product workflow
Before you choose: Test a representative task, inspect outputs, and confirm integrations, permissions, data handling, licensing, and current costs.
Pricing: https://orbi.build
- [Read Orbi profile](https://trutool.co/tools/orbi): Read Orbi profile