# Lightpanda vs Lumen — Fit & Features

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

Compare Lightpanda and Lumen by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Lightpanda
Headless browser designed for automation and AI agents.
Best fit: Teams automating repeatable web tasks or building browser agents.
- Headless browser designed for automation and AI agents
Before you choose: Test authentication, failure recovery, and approval boundaries on non-critical tasks first.
Pricing: https://lightpanda.io/
- [Read Lightpanda profile](https://trutool.co/tools/lightpanda): Read Lightpanda profile

### Lumen
A vision-first browser agent with self-healing deterministic replay.
Best fit: People and teams evaluating ai browser agents 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 Lumen profile](https://trutool.co/tools/lumen): Read Lumen profile