reframe-hpc/reframe
A powerful Python framework for writing and running portable regression tests and benchmarks for HPC systems.
⚡ Executive Summary & Quick Facts
Authoritative Sourcereframe is reframe is an open-source project written in Python: A powerful Python framework for writing and running portable regression tests and benchmarks for HPC systems..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), reframe-hpc/reframe has accumulated 286 GitHub stars and 131 forks. It is written in Python, licensed under BSD-3-Clause, and ranks #16,307 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | reframe-hpc/reframe ↗ |
|---|---|
| Primary Category | benchmarking |
| Language & Stack | Python |
| Software License | BSD-3-Clause |
| Community Traction | ★ 286 stars · ⑂ 131 forks · #16,307 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 129 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: 93/100 · Grade A+Yes, reframe is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (1 days ago). Supported by 286 stars and 131 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,172
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
reframe gained 10 stars in the last 30 days, about 1 a day, and now has 286. It is about 10 years old and has averaged roughly 29 stars a year. It ranks #2,172 among Python repositories and #16,307 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#17392
BEST RANK
Nov 11, 2026
FIRST APPEARANCE
Active
STATUS TODAY
reframe has maintained a continuous presence across global trending indexes, peaking at #17392. Below is the 30-day activity profile:
💡 Overview
reframe is an open-source project written in Python: A powerful Python framework for writing and running portable regression tests and benchmarks for HPC systems.
Engineered for speed, consistency, and developer ease, it solves common hurdles in benchmarking, continuous-integration, framework. 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 reframe⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
reframe 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 reframe 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 BSD-3-Clause license.
🚀 Getting Started
Install reframe using your package manager: `pip install reframe`
Initialize your project workspace or configuration file for reframe.
Import reframe into your codebase or invoke it directly from your terminal.
Execute your test suite or run `reframe --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
reframe-hpc/reframe is currently ranked #16,307 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #16,275 | bmf-san/ggc | Go | ★ 287 | Compare ↗ |
| #16,275 | 2mawi2/schaltwerk | TypeScript | ★ 287 | Compare ↗ |
| #16,275 | virtengine/bosun | JavaScript | ★ 287 | Compare ↗ |
| #16,275 | AlexeyLCP/lucx-ui | Go | ★ 287 | Compare ↗ |
| #16,275 | mailez-hq/mailez | Go | ★ 287 | Compare ↗ |
| #16,307 | reframe-hpc/reframe This Project | Python | ★ 286 | |
| #16,307 | benburkert/randexp | Ruby | ★ 286 | Compare ↗ |
| #16,307 | indeyets/appserver-in-php | PHP | ★ 286 | Compare ↗ |
| #16,307 | play-co/hookbox | JavaScript | ★ 286 | Compare ↗ |
| #16,307 | holiday-jp/holiday_jp-ruby | Ruby | ★ 286 | Compare ↗ |
| #16,307 | Data-Liberation-Front/csvlint.rb | Ruby | ★ 286 | Compare ↗ |
Frequently Asked Questions
What does reframe do? +
A powerful Python framework for writing and running portable regression tests and benchmarks for HPC systems.
Is reframe actively maintained in 2026? +
Yes, reframe is actively maintained. The latest code push was recorded on Nov 11, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 286 stars and 129 open issues.
What language is reframe written in? +
The primary language is Python. Topics include: benchmarking, continuous-integration, framework, hpc, performance-testing.
How many stars does reframe have? +
reframe has 286 stars and 131 forks on GitHub.
How does reframe rank among GitHub repositories? +
With 286 stars, reframe-hpc/reframe is ranked #16,307 globally across all repositories tracked on GitHubRepo and #2,172 among Python projects.
What license is reframe distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
