ParseBench - A Document Parsing Benchmark for AI Agents
⚡ Executive Summary & Quick Facts
Authoritative SourceParseBench is ParseBench is an open-source project written in Python: ParseBench - A Document Parsing Benchmark for AI Agents..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), run-llama/ParseBench has accumulated 618 GitHub stars and 132 forks. It is written in Python, licensed under Apache-2.0, and ranks #9,631 globally. It is actively maintained with the latest commit recorded on Oct 28, 2026.”
| Repository | run-llama/ParseBench ↗ |
|---|---|
| Primary Category | benchmark |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 618 stars · ⑂ 132 forks · #9,631 globally |
| Maintenance | ● Active (Last commit: Oct 28, 2026) · 34 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, ParseBench is actively maintained. Continuous telemetry recorded the last code commit on Oct 28, 2026 (4 days ago). Supported by 618 stars and 132 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/run-llama/ParseBench?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/run-llama/ParseBench?utm_source=readme_badge) [](https://githubrepo.cloud/repo/run-llama/ParseBench?utm_source=readme_badge) [](https://githubrepo.cloud/repo/run-llama/ParseBench?utm_source=readme_badge) [](https://githubrepo.cloud/repo/run-llama/ParseBench?utm_source=readme_badge) [](https://githubrepo.cloud/repo/run-llama/ParseBench?utm_source=readme_badge)Momentum
+15
STARS · LAST 30 DAYS
1
PER DAY
#1,296
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +15 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
ParseBench gained 15 stars in the last 30 days, about 1 a day, and now has 618. It is about 1 year old and has averaged roughly 618 stars a year. It ranks #1,296 among Python repositories and #9,631 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#11036
BEST RANK
Oct 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
ParseBench has maintained a continuous presence across global trending indexes, peaking at #11036. Below is the 30-day activity profile:
💡 Overview
ParseBench is an open-source project written in Python: ParseBench - A Document Parsing Benchmark for AI Agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in benchmark, document-ai, document-parsing. 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 ParseBench⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
ParseBench 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with ParseBench.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install ParseBench using your package manager: `pip install ParseBench`
Initialize your project workspace or configuration file for ParseBench.
Import ParseBench into your codebase or invoke it directly from your terminal.
Execute your test suite or run `ParseBench --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
run-llama/ParseBench is currently ranked #9,631 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #9,618 | olliw42/mLRS | C | ★ 619 | Compare ↗ |
| #9,618 | marmotdata/marmot | Go | ★ 619 | Compare ↗ |
| #9,618 | LiteLDev/LeviLaunchroid | Java | ★ 619 | Compare ↗ |
| #9,618 | winstonkoh87/Athena-Public | Python | ★ 619 | Compare ↗ |
| #9,618 | jianruntech/geo-score | Python | ★ 619 | Compare ↗ |
| #9,631 | run-llama/ParseBench This Project | Python | ★ 618 | |
| #9,631 | lairdubois/lairdubois-opencutlist-sketchup-extension | Ruby | ★ 618 | Compare ↗ |
| #9,631 | zapier/kubechecks | Go | ★ 618 | Compare ↗ |
| #9,631 | sonicdcer/MarioKart64Recomp | C++ | ★ 618 | Compare ↗ |
| #9,635 | honzakral/django-threadedcomments | Python | ★ 617 | Compare ↗ |
| #9,635 | arv/ExplorerCanvas | JavaScript | ★ 617 | Compare ↗ |
Frequently Asked Questions
What does ParseBench do? +
ParseBench - A Document Parsing Benchmark for AI Agents
Is ParseBench actively maintained in 2026? +
Yes, ParseBench is actively maintained. The latest code push was recorded on Oct 28, 2026 (4 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 618 stars and 34 open issues.
What language is ParseBench written in? +
The primary language is Python. Topics include: benchmark, document-ai, document-parsing, evaluation, llamaindex.
How many stars does ParseBench have? +
ParseBench has 618 stars and 132 forks on GitHub.
How does ParseBench rank among GitHub repositories? +
With 618 stars, run-llama/ParseBench is ranked #9,631 globally across all repositories tracked on GitHubRepo and #1,296 among Python projects.
What license is ParseBench distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
