AgentIndex icon
AgentIndex
1Panel logo
1Panel
★ 37.2k
vs
stata-code logo
stata-code
★ 51

1Panel vs stata-code

1Panel: 1Panel is an open-source, modern web-based control panel designed for efficient Linux server management. It streamlines server administration, offers rapid website deployment, and provides a curated application store with robust security features.; stata-code: `stata-code` is an agent-native Stata bridge that allows driving Stata from modern development environments like LLM agents, Jupyter notebooks, or VS Code using a unified Python core. It provides structured, token-efficient results and supports complex empirical econometrics workflows with cross-validation.

01

TL;DR

1Panel logo
1PanelDev Tooling · ★ 37.2k

Managing various aspects of Linux servers through a user-friendly web interface.

Read 1Panel full review →
stata-code logo
stata-codeDev Tooling · ★ 51

Drive Stata commands and analyze results using LLM agents like Claude Code

Read stata-code full review →
02

Side-by-Side Comparison

Field
1Panel logo1Panel
stata-code logostata-code
Category
Dev Tooling
Dev Tooling
Stars
★ 37.2k
★ 51
License
GPL-3.0
MIT
Install Command
curl -sSL https://resource.1panel.pro/quick_start.sh -o quick_start.sh && bash quick_start.sh
pip install "stata-code[mcp,kernel]"
Updated
1d ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Linux Server Management, Web Control Panel, Containerization
Stata, Python, LLM Agents
03

Features

1Panel logo1Panel
01Efficient Management of Linux Servers via web GUI
02Rapid Website Deployment with one-click domain and SSL setup
03Curated Application Store for easy installation and updates
04Enhanced Security and Reliability through containerization and firewall
05One-Click Backup & Restore supporting various cloud storage
stata-code logostata-code
01MIT License for open and commercial integration
02Unified, agent-native structured result format for LLMs
03Multiple frontends: Jupyter kernel, MCP server, VS Code extension, and CLI from a single Python core
04Supports Stata 17+ (pystata) and Stata 13+ (console backend without pystata)
05Built-in support for empirical econometrics workflows (DiD, IV, RDD) with cross-validation
04

Use Cases

1Panel logo1Panel
↳Managing various aspects of Linux servers through a user-friendly web interface.
↳Rapidly deploying and configuring websites like WordPress with SSL certificates.
↳Installing, updating, and managing a wide range of open-source applications and tools on servers.
stata-code logostata-code
↳Drive Stata commands and analyze results using LLM agents like Claude Code
↳Execute Stata code directly within Jupyter notebooks or JupyterLab
↳Develop Stata projects with enhanced features in VS Code, including syntax highlighting, outline, and code-lens runner
↳Automate and cross-validate complex empirical research workflows in econometrics
↳Integrate Stata into Python applications for programmatic control and data processing
05

Best For

1Panel logo1Panel
Most PopularEssentialTrending
stata-code logostata-code
—
FAQ

FAQ

What is the difference between 1Panel and stata-code?
Both 1Panel and stata-code are in the Dev Tooling category. 1Panel has 37.2k stars, while stata-code has 51 stars.
Which is better, 1Panel or stata-code?
The best choice depends on your use case. Choose 1Panel if Managing various aspects of Linux servers through a user-friendly web interface., and stata-code if Drive Stata commands and analyze results using LLM agents like Claude Code.
Is 1Panel free or open source?
Yes, 1Panel is open source on GitHub (GPL-3.0).
Is stata-code free or open source?
Yes, stata-code is open source on GitHub (MIT).
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Related

Alternatives to 1Panel →Alternatives to stata-code →1Panel details →stata-code details →