kubernetes-sigs/inference-perf
GenAI inference performance benchmarking tool
⚡ Executive Summary & Quick Facts
Authoritative Sourceinference-perf is inference-perf is an open-source project written in Python: GenAI inference performance benchmarking tool..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), kubernetes-sigs/inference-perf has accumulated 268 GitHub stars and 146 forks. It is written in Python, licensed under Apache-2.0, and ranks #16,819 globally. It is actively maintained with the latest commit recorded on Nov 3, 2026.”
| Repository | kubernetes-sigs/inference-perf ↗ |
|---|---|
| Primary Category | k8s sig scalability |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 268 stars · ⑂ 146 forks · #16,819 globally |
| Maintenance | ● Active (Last commit: Nov 3, 2026) · 168 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, inference-perf is actively maintained. Continuous telemetry recorded the last code commit on Nov 3, 2026 (9 days ago). Supported by 268 stars and 146 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
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/kubernetes-sigs/inference-perf?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/kubernetes-sigs/inference-perf?utm_source=readme_badge) [](https://githubrepo.cloud/repo/kubernetes-sigs/inference-perf?utm_source=readme_badge) [](https://githubrepo.cloud/repo/kubernetes-sigs/inference-perf?utm_source=readme_badge) [](https://githubrepo.cloud/repo/kubernetes-sigs/inference-perf?utm_source=readme_badge) [](https://githubrepo.cloud/repo/kubernetes-sigs/inference-perf?utm_source=readme_badge)Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#2,225
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
inference-perf gained 10 stars in the last 30 days, about 1 a day, and now has 268. It is about 2 years old and has averaged roughly 134 stars a year. It ranks #2,225 among Python repositories and #16,819 across all languages on GitHubRepo.
Trending Record
12
DAYS ON TRENDING
#14342
BEST RANK
Oct 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
inference-perf has maintained a continuous presence across global trending indexes, peaking at #14342. Below is the 30-day activity profile:
💡 Overview
inference-perf is an open-source project written in Python: GenAI inference performance benchmarking tool.
Engineered for speed, consistency, and developer ease, it solves common hurdles in k8s-sig-scalability. 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 inference-perf⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
inference-perf 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 inference-perf 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 inference-perf using your package manager: `pip install inference-perf`
Initialize your project workspace or configuration file for inference-perf.
Import inference-perf into your codebase or invoke it directly from your terminal.
Execute your test suite or run `inference-perf --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
kubernetes-sigs/inference-perf is currently ranked #16,819 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #16,782 | openooxml/betteroffice | Rust | ★ 269 | Compare ↗ |
| #16,782 | nota-daw/nota | C# | ★ 269 | Compare ↗ |
| #16,782 | Simreal-AI/Simreal-MLBench | Python | ★ 269 | Compare ↗ |
| #16,782 | 4evy/pared | Swift | ★ 269 | Compare ↗ |
| #16,782 | freriadoc/Avalon | C++ | ★ 269 | Compare ↗ |
| #16,819 | kubernetes-sigs/inference-perf This Project | Python | ★ 268 | |
| #16,819 | tuffy/python-audio-tools | C | ★ 268 | Compare ↗ |
| #16,819 | wvanbergen/scoped_search | Ruby | ★ 268 | Compare ↗ |
| #16,819 | mnaberez/py65 | Python | ★ 268 | Compare ↗ |
| #16,819 | viveleroi/jquery.formbuilder | JavaScript | ★ 268 | Compare ↗ |
| #16,819 | lilyball/feedparser | Objective-C | ★ 268 | Compare ↗ |
Frequently Asked Questions
What does inference-perf do? +
GenAI inference performance benchmarking tool
Is inference-perf actively maintained in 2026? +
Yes, inference-perf is actively maintained. The latest code push was recorded on Nov 3, 2026 (9 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 268 stars and 168 open issues.
What language is inference-perf written in? +
The primary language is Python. Topics include: k8s-sig-scalability.
How many stars does inference-perf have? +
inference-perf has 268 stars and 146 forks on GitHub.
How does inference-perf rank among GitHub repositories? +
With 268 stars, kubernetes-sigs/inference-perf is ranked #16,819 globally across all repositories tracked on GitHubRepo and #2,225 among Python projects.
What license is inference-perf distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
