One framework to evaluate any VLA model on any robot simulation benchmark.
⚡ Executive Summary & Quick Facts
Authoritative Sourcevla-evaluation-harness is vla-evaluation-harness is an open-source project written in Python: One framework to evaluate any VLA model on any robot simulation benchmark..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), allenai/vla-evaluation-harness has accumulated 668 GitHub stars and 67 forks. It is written in Python, licensed under Apache-2.0, and ranks #10,693 globally. It is actively maintained with the latest commit recorded on Nov 2, 2026.”
| Repository | allenai/vla-evaluation-harness ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 668 stars · ⑂ 67 forks · #10,693 globally |
| Maintenance | ● Active (Last commit: Nov 2, 2026) · 10 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, vla-evaluation-harness is actively maintained. Continuous telemetry recorded the last code commit on Nov 2, 2026 (10 days ago). Supported by 668 stars and 67 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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+17
STARS · LAST 30 DAYS
1
PER DAY
#1,509
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +17 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
vla-evaluation-harness gained 17 stars in the last 30 days, about 1 a day, and now has 668. It is about 1 year old and has averaged roughly 668 stars a year. It ranks #1,509 among Python repositories and #10,693 across all languages on GitHubRepo.
Trending Record
8
DAYS ON TRENDING
#12020
BEST RANK
Nov 2, 2026
FIRST APPEARANCE
Active
STATUS TODAY
vla-evaluation-harness has maintained a continuous presence across global trending indexes, peaking at #12020. Below is the 30-day activity profile:
💡 Overview
vla-evaluation-harness is an open-source project written in Python: One framework to evaluate any VLA model on any robot simulation benchmark.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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 vla-evaluation-harness⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
vla-evaluation-harness 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 vla-evaluation-harness 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 vla-evaluation-harness using your package manager: `pip install vla-evaluation-harness`
Initialize your project workspace or configuration file for vla-evaluation-harness.
Import vla-evaluation-harness into your codebase or invoke it directly from your terminal.
Execute your test suite or run `vla-evaluation-harness --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
allenai/vla-evaluation-harness is currently ranked #10,693 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #10,684 | microsoft/CsWinRT | C# | ★ 669 | Compare ↗ |
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| #10,684 | yingpengma/Awesome-Story-Generation | Python | ★ 669 | Compare ↗ |
| #10,684 | USBridge-Technologies/USBridge-Remote | Go | ★ 669 | Compare ↗ |
| #10,684 | TannerMidd/pi-pocket | TypeScript | ★ 669 | Compare ↗ |
| #10,693 | allenai/vla-evaluation-harness This Project | Python | ★ 668 | |
| #10,693 | weppos/publicsuffix-ruby | Ruby | ★ 668 | Compare ↗ |
| #10,693 | pusher/pusher-http-ruby | Ruby | ★ 668 | Compare ↗ |
| #10,693 | awslabs/amazon-kinesis-client | Java | ★ 668 | Compare ↗ |
| #10,693 | gyscos/zstd-rs | Rust | ★ 668 | Compare ↗ |
| #10,693 | netbirdio/dashboard | TypeScript | ★ 668 | Compare ↗ |
Frequently Asked Questions
What does vla-evaluation-harness do? +
One framework to evaluate any VLA model on any robot simulation benchmark.
Is vla-evaluation-harness actively maintained in 2026? +
Yes, vla-evaluation-harness is actively maintained. The latest code push was recorded on Nov 2, 2026 (10 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 668 stars and 10 open issues.
What language is vla-evaluation-harness written in? +
The primary language is Python. Topics include: software.
How many stars does vla-evaluation-harness have? +
vla-evaluation-harness has 668 stars and 67 forks on GitHub.
How does vla-evaluation-harness rank among GitHub repositories? +
With 668 stars, allenai/vla-evaluation-harness is ranked #10,693 globally across all repositories tracked on GitHubRepo and #1,509 among Python projects.
What license is vla-evaluation-harness distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
