Simreal-AI/Xitadel-QuantBench
[Public preview] The first public quant trading benchmark scored against what professional traders actually made on the same asset
⚡ Executive Summary & Quick Facts
Authoritative SourceXitadel-QuantBench is Xitadel-QuantBench is an open-source project written in Python: [Public preview] The first public quant trading benchmark scored against what professional traders actually made on the same asset..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Simreal-AI/Xitadel-QuantBench has accumulated 101 GitHub stars and 7 forks. It is written in Python, licensed under MIT, and ranks #26,504 globally. It is actively maintained with the latest commit recorded on Sep 24, 2026.”
| Repository | Simreal-AI/Xitadel-QuantBench ↗ |
|---|---|
| Primary Category | ai evaluation |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 101 stars · ⑂ 7 forks · #26,504 globally |
| Maintenance | ● Active (Last commit: Sep 24, 2026) · 0 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: 88/100 · Grade AYes, Xitadel-QuantBench is actively maintained. Continuous telemetry recorded the last code commit on Sep 24, 2026 (49 days ago). Supported by 101 stars and 7 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (49 days ago) and healthy issue cadence.
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#3,740
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
Xitadel-QuantBench gained 0 stars in the last 30 days, about 1 a day, and now has 101. It is about 1 year old and has averaged roughly 101 stars a year. It ranks #3,740 among Python repositories and #26,504 across all languages on GitHubRepo.
Trending Record
42
DAYS ON TRENDING
#5562
BEST RANK
Sep 27, 2026
FIRST APPEARANCE
Active
STATUS TODAY
Xitadel-QuantBench has maintained a continuous presence across global trending indexes, peaking at #5562. Below is the 30-day activity profile:
💡 Overview
Xitadel-QuantBench is an open-source project written in Python: [Public preview] The first public quant trading benchmark scored against what professional traders actually made on the same asset.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-evaluation, benchmark, public-preview. 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 Xitadel-QuantBench⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Xitadel-QuantBench 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 Xitadel-QuantBench.
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 Xitadel-QuantBench using your package manager: `pip install Xitadel-QuantBench`
Initialize your project workspace or configuration file for Xitadel-QuantBench.
Import Xitadel-QuantBench into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Xitadel-QuantBench --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
Simreal-AI/Xitadel-QuantBench is currently ranked #26,504 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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| #26,504 | Simreal-AI/Xitadel-QuantBench This Project | Python | ★ 101 | |
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Frequently Asked Questions
What does Xitadel-QuantBench do? +
[Public preview] The first public quant trading benchmark scored against what professional traders actually made on the same asset
Is Xitadel-QuantBench actively maintained in 2026? +
Yes, Xitadel-QuantBench is actively maintained. The latest code push was recorded on Sep 24, 2026 (49 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 101 stars and 0 open issues.
What language is Xitadel-QuantBench written in? +
The primary language is Python. Topics include: ai-evaluation, benchmark, public-preview, quant-trading, simreal.
How many stars does Xitadel-QuantBench have? +
Xitadel-QuantBench has 101 stars and 7 forks on GitHub.
How does Xitadel-QuantBench rank among GitHub repositories? +
With 101 stars, Simreal-AI/Xitadel-QuantBench is ranked #26,504 globally across all repositories tracked on GitHubRepo and #3,740 among Python projects.
What license is Xitadel-QuantBench distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
