A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support
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+421
STARS · LAST 30 DAYS
14
PER DAY
#146
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +98 | +421 | +1.3K |
| Per day | 14 | 14 | 14 |
| Forks gained | +3 | +12 | +30 |
codon gained 421 stars in the last 30 days, about 14 a day, and now has 16.9K. It is about 5 years old and has averaged roughly 3.4K stars a year. It ranks #146 among Python repositories and #838 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#4765
BEST RANK
Oct 17, 2026
FIRST APPEARANCE
Active
STATUS TODAY
codon has maintained a continuous presence across global trending indexes, peaking at #4765. Below is the 30-day activity profile:
💡 Overview
codon is an open-source project written in Python: A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support.
Engineered for speed, consistency, and developer ease, it solves common hurdles in compiler, gpu-programming, high-performance. 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 codon⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
codon 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
Production System Integration
Embed codon into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install codon using your package manager: `pip install codon`
Initialize your project workspace or configuration file for codon.
Import codon into your codebase or invoke it directly from your terminal.
Execute your test suite or run `codon --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
exaloop/codon is currently ranked #838 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #833 | yhirose/cpp-httplib | C++ | ★ 16.9K | Compare ↗ |
| #834 | rust-lang/rust-analyzer | Rust | ★ 16.9K | Compare ↗ |
| #835 | coder/coder | Go | ★ 16.9K | Compare ↗ |
| #836 | Sonarr/Sonarr | C# | ★ 16.9K | Compare ↗ |
| #837 | cvat-ai/cvat | Python | ★ 16.9K | Compare ↗ |
| #838 | exaloop/codon This Project | Python | ★ 16.9K | |
| #839 | postalserver/postal | Ruby | ★ 16.8K | Compare ↗ |
| #840 | pion/webrtc | Go | ★ 16.8K | Compare ↗ |
| #841 | systemd/systemd | C | ★ 16.8K | Compare ↗ |
| #842 | ffuf/ffuf | Go | ★ 16.8K | Compare ↗ |
| #843 | official-stockfish/Stockfish | C++ | ★ 16.8K | Compare ↗ |
Frequently Asked Questions
What does codon do? +
A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support
What language is codon written in? +
The primary language is Python. Topics include: compiler, gpu-programming, high-performance, llvm, numpy.
Is codon actively maintained? +
Yes, the last recorded push was on Oct 17, 2026 with 115 open issues being tracked.
How many stars does codon have? +
codon has 16,859 stars and 606 forks on GitHub.
How does codon rank among GitHub repositories? +
With 16,859 stars, exaloop/codon is ranked #838 globally across all repositories tracked on GitHubRepo and #146 among Python projects.
What license is codon distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
