Panel: The powerful data exploration & web app framework for Python
⚡ Executive Summary & Quick Facts
Authoritative Sourcepanel is panel is an open-source project written in Python: Panel: The powerful data exploration & web app framework for Python..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), holoviz/panel has accumulated 5,823 GitHub stars and 662 forks. It is written in Python, licensed under BSD-3-Clause, and ranks #2,645 globally. It is actively maintained with the latest commit recorded on Nov 10, 2026.”
| Repository | holoviz/panel ↗ |
|---|---|
| Primary Category | bokeh |
| Language & Stack | Python |
| Software License | BSD-3-Clause |
| Community Traction | ★ 5.8K stars · ⑂ 662 forks · #2,645 globally |
| Maintenance | ● Active (Last commit: Nov 10, 2026) · 833 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 92/100 · Grade AYes, panel is actively maintained. Continuous telemetry recorded the last code commit on Nov 10, 2026 (2 days ago). Supported by 5,823 stars and 662 community forks, this repository holds a calculated health index of 92/100, reflecting very active (commits within last 14 days) and active community feedback (833 open).
Star History
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+146
STARS · LAST 30 DAYS
5
PER DAY
#422
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +35 | +146 | +450 |
| Per day | 5 | 5 | 5 |
| Forks gained | +3 | +13 | +33 |
panel gained 146 stars in the last 30 days, about 5 a day, and now has 5.8K. It is about 8 years old and has averaged roughly 728 stars a year. It ranks #422 among Python repositories and #2,645 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#9360
BEST RANK
Nov 10, 2026
FIRST APPEARANCE
Active
STATUS TODAY
panel has maintained a continuous presence across global trending indexes, peaking at #9360. Below is the 30-day activity profile:
💡 Overview
panel is an open-source project written in Python: Panel: The powerful data exploration & web app framework for Python.
Engineered for speed, consistency, and developer ease, it solves common hurdles in bokeh, control-panels, dashboards. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install panel⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
panel coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Modern Web Interfaces
Build dynamic, responsive user experiences with component-driven architecture.
Enterprise Design Systems
Standardize design tokens, accessible widgets, and themes across engineering teams.
Interactive Data Dashboards
Render real-time telemetry, user feeds, and analytics with sub-millisecond updates.
Cross-Platform Web Apps
Deploy performant single-page applications optimized for both mobile and desktop browsers.
🚀 Getting Started
Install panel using your package manager: `pip install panel`
Initialize your project workspace or configuration file for panel.
Import panel into your codebase or invoke it directly from your terminal.
Execute your test suite or run `panel --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
holoviz/panel is currently ranked #2,645 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,638 | openai-php/client | PHP | ★ 5.8K | Compare ↗ |
| #2,641 | dependabot/dependabot-core | Ruby | ★ 5.8K | Compare ↗ |
| #2,642 | hashicorp/hcl | Go | ★ 5.8K | Compare ↗ |
| #2,642 | areal-project/AReaL | Python | ★ 5.8K | Compare ↗ |
| #2,644 | scenee/FloatingPanel | Swift | ★ 5.8K | Compare ↗ |
| #2,645 | holoviz/panel This Project | Python | ★ 5.8K | |
| #2,646 | sirupsen/napkin-math | Rust | ★ 5.8K | Compare ↗ |
| #2,647 | meta-pytorch/torchtune | Python | ★ 5.8K | Compare ↗ |
| #2,648 | ageerle/ruoyi-ai | Java | ★ 5.8K | Compare ↗ |
| #2,648 | crimera/piko | Java | ★ 5.8K | Compare ↗ |
| #2,650 | cloudflare/agents | TypeScript | ★ 5.8K | Compare ↗ |
Frequently Asked Questions
What does panel do? +
Panel: The powerful data exploration & web app framework for Python
Is panel actively maintained in 2026? +
Yes, panel is actively maintained. The latest code push was recorded on Nov 10, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 5,823 stars and 833 open issues.
What language is panel written in? +
The primary language is Python. Topics include: bokeh, control-panels, dashboards, dataapp, datascience.
How many stars does panel have? +
panel has 5,823 stars and 662 forks on GitHub.
How does panel rank among GitHub repositories? +
With 5,823 stars, holoviz/panel is ranked #2,645 globally across all repositories tracked on GitHubRepo and #422 among Python projects.
What license is panel distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
