# codex-profiles vs LMQL — Fit & Features

Canonical: https://trutool.co/compare/codex-profiles-vs-lmql
Author: Snehil (https://trutool.co/authors/snehil)

Compare codex-profiles and LMQL by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### codex-profiles
Named CODEX_HOME profiles and ChatGPT Desktop windows with separate local state, without copying tokens.
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 codex-profiles profile](https://trutool.co/tools/codex-profiles): Read codex-profiles profile

### LMQL
Language Model Query Language.
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://lmql.ai
- [Read LMQL profile](https://trutool.co/tools/lmql): Read LMQL profile