Multi-platform high-performance compute language extension for Rust.
⚡ Executive Summary & Quick Facts
Authoritative Sourcecubecl is cubecl is an open-source project written in Rust: Multi-platform high-performance compute language extension for Rust..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), tracel-ai/cubecl has accumulated 2,466 GitHub stars and 275 forks. It is written in Rust, licensed under Apache-2.0, and ranks #4,898 globally. It is actively maintained with the latest commit recorded on Oct 28, 2026.”
| Repository | tracel-ai/cubecl ↗ |
|---|---|
| Primary Category | cuda |
| Language & Stack | Rust |
| Software License | Apache-2.0 |
| Community Traction | ★ 2.5K stars · ⑂ 275 forks · #4,898 globally |
| Maintenance | ● Active (Last commit: Oct 28, 2026) · 206 open issues |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 92/100 · Grade AYes, cubecl is actively maintained. Continuous telemetry recorded the last code commit on Oct 28, 2026 (15 days ago). Supported by 2,466 stars and 275 community forks, this repository holds a calculated health index of 92/100, reflecting regular maintenance (15 days ago) and healthy issue cadence.
Star History
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+47
STARS · LAST 30 DAYS
2
PER DAY
#484
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +47 | +180 |
| Per day | 1 | 2 | 2 |
| Forks gained | +0 | +21 | +14 |
cubecl gained 47 stars in the last 30 days, about 2 a day, and now has 2.5K. It is about 2 years old and has averaged roughly 1.2K stars a year. It ranks #484 among Rust repositories and #4,898 across all languages on GitHubRepo.
Trending Record
43
DAYS ON TRENDING
#750
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
cubecl has maintained a continuous presence across global trending indexes, peaking at #750. Below is the 30-day activity profile:
💡 Overview
cubecl is an open-source project written in Rust: Multi-platform high-performance compute language extension for Rust.
Engineered for speed, consistency, and developer ease, it solves common hurdles in cuda, gpgpu, gpu. 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 Rust 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
$ cargo install cubecl⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
cubecl coordinates its core functionality through a modular Rust 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 cubecl into Rust 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 cubecl using your package manager: `cargo install cubecl`
Initialize your project workspace or configuration file for cubecl.
Import cubecl into your codebase or invoke it directly from your terminal.
Execute your test suite or run `cubecl --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
tracel-ai/cubecl is currently ranked #4,898 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,893 | noonghunna/club-3090 | Python | ★ 2.5K | Compare ↗ |
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| #4,894 | LenovoLegionToolkit-Team/LenovoLegionToolkit | C# | ★ 2.5K | Compare ↗ |
| #4,898 | tracel-ai/cubecl This Project | Rust | ★ 2.5K | |
| #4,899 | ruby/rake | Ruby | ★ 2.5K | Compare ↗ |
| #4,899 | phongnguyend/Practical.CleanArchitecture | C# | ★ 2.5K | Compare ↗ |
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Frequently Asked Questions
What does cubecl do? +
Multi-platform high-performance compute language extension for Rust.
Is cubecl actively maintained in 2026? +
Yes, cubecl is actively maintained. The latest code push was recorded on Oct 28, 2026 (15 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 2,466 stars and 206 open issues.
What language is cubecl written in? +
The primary language is Rust. Topics include: cuda, gpgpu, gpu, jit, linalg.
How many stars does cubecl have? +
cubecl has 2,466 stars and 275 forks on GitHub.
How does cubecl rank among GitHub repositories? +
With 2,466 stars, tracel-ai/cubecl is ranked #4,898 globally across all repositories tracked on GitHubRepo and #484 among Rust projects.
What license is cubecl distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
