meituan-longcat/WBench
WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,339
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 |
WBench gained 10 stars in the last 30 days, about 1 a day, and now has 248. It is about 1 year old and has averaged roughly 248 stars a year. It ranks #1,339 among Python repositories and #10,592 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#10302
BEST RANK
Oct 12, 2026
FIRST APPEARANCE
Active
STATUS TODAY
WBench has maintained a continuous presence across global trending indexes, peaking at #10302. Below is the 30-day activity profile:
💡 Overview
WBench is an open-source project written in Python: WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation.
Engineered for speed, consistency, and developer ease, it solves common hurdles in evaluation, worldmodel. 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 WBench⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
WBench 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 WBench 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 MIT license.
🚀 Getting Started
Install WBench using your package manager: `pip install WBench`
Initialize your project workspace or configuration file for WBench.
Import WBench into your codebase or invoke it directly from your terminal.
Execute your test suite or run `WBench --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
meituan-longcat/WBench is currently ranked #10,592 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #10,573 | linagora/openrag | Python | ★ 249 | Compare ↗ |
| #10,573 | willsanderson/Hemma | JavaScript | ★ 249 | Compare ↗ |
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| #10,573 | litvinovtd/qeli | Rust | ★ 249 | Compare ↗ |
| #10,573 | SysAdminDoc/HushFacebook | Java | ★ 249 | Compare ↗ |
| #10,592 | meituan-longcat/WBench This Project | Python | ★ 248 | |
| #10,592 | chipx86/gtkparasite | C | ★ 248 | Compare ↗ |
| #10,592 | tyler/trie | C | ★ 248 | Compare ↗ |
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Frequently Asked Questions
What does WBench do? +
WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation
What language is WBench written in? +
The primary language is Python. Topics include: evaluation, worldmodel.
Is WBench actively maintained? +
Yes, the last recorded push was on Oct 12, 2026 with 5 open issues being tracked.
How many stars does WBench have? +
WBench has 248 stars and 13 forks on GitHub.
How does WBench rank among GitHub repositories? +
With 248 stars, meituan-longcat/WBench is ranked #10,592 globally across all repositories tracked on GitHubRepo and #1,339 among Python projects.
What license is WBench distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
