Long-horizon benchmark where 18 LLM agents got ¥100,000 each and ran simulated online stores for 365 days on real market data: negotiating with suppliers, pricing, managing inventory, keeping cash flow alive.
⚡ Executive Summary & Quick Facts
Authoritative SourceE-CommerceBench is E-CommerceBench is an open-source project written in Python: Long-horizon benchmark where 18 LLM agents got ¥100,000 each and ran simulated online stores for 365 days on real market data: negotiating with suppliers, pricing, managing inventory, keeping cash flow alive..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), QwenLM/E-CommerceBench has accumulated 123 GitHub stars and 20 forks. It is written in Python, licensed under Apache-2.0, and ranks #24,216 globally. It is actively maintained with the latest commit recorded on Sep 13, 2026.”
| Repository | QwenLM/E-CommerceBench ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 123 stars · ⑂ 20 forks · #24,216 globally |
| Maintenance | ● Active (Last commit: Sep 13, 2026) · 1 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: 81/100 · Grade BYes, E-CommerceBench is actively maintained. Continuous telemetry recorded the last code commit on Sep 13, 2026 (61 days ago). Supported by 123 stars and 20 community forks, this repository holds a calculated health index of 81/100, reflecting periodic maintenance (61 days ago) and healthy issue cadence.
Star History
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+16
STARS · LAST 30 DAYS
1
PER DAY
#3,306
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +16 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +5 | +10 |
E-CommerceBench gained 16 stars in the last 30 days, about 1 a day, and now has 123. It is about 1 year old and has averaged roughly 123 stars a year. It ranks #3,306 among Python repositories and #24,216 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#2464
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
E-CommerceBench has maintained a continuous presence across global trending indexes, peaking at #2464. Below is the 30-day activity profile:
💡 Overview
E-CommerceBench is an open-source project written in Python: Long-horizon benchmark where 18 LLM agents got ¥100,000 each and ran simulated online stores for 365 days on real market data: negotiating with suppliers, pricing, managing inventory, keeping cash flow alive.
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 E-CommerceBench⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
E-CommerceBench 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 E-CommerceBench 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 E-CommerceBench using your package manager: `pip install E-CommerceBench`
Initialize your project workspace or configuration file for E-CommerceBench.
Import E-CommerceBench into your codebase or invoke it directly from your terminal.
Execute your test suite or run `E-CommerceBench --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
QwenLM/E-CommerceBench is currently ranked #24,216 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #24,132 | jiutinglifeng/ios-calltone-silence | Python | ★ 124 | Compare ↗ |
| #24,132 | badcompany94-rcmp/project-tandem | C++ | ★ 124 | Compare ↗ |
| #24,132 | phoneuse-official/phoneuse | Python | ★ 124 | Compare ↗ |
| #24,132 | Interactive-Active-AI/NextTransformer | Python | ★ 124 | Compare ↗ |
| #24,132 | MaxeThis/HouseMaxer | Python | ★ 124 | Compare ↗ |
| #24,216 | QwenLM/E-CommerceBench This Project | Python | ★ 123 | |
| #24,216 | jm/matchy | Ruby | ★ 123 | Compare ↗ |
| #24,216 | jtauber/sebastian | Python | ★ 123 | Compare ↗ |
| #24,216 | yhager/nginx_drupal | — | ★ 123 | Compare ↗ |
| #24,216 | mhe/pynrrd | Python | ★ 123 | Compare ↗ |
| #24,216 | bosko/rmre | Ruby | ★ 123 | Compare ↗ |
Frequently Asked Questions
What does E-CommerceBench do? +
Long-horizon benchmark where 18 LLM agents got ¥100,000 each and ran simulated online stores for 365 days on real market data: negotiating with suppliers, pricing, managing inventory, keeping cash flow alive.
Is E-CommerceBench actively maintained in 2026? +
Yes, E-CommerceBench is actively maintained. The latest code push was recorded on Sep 13, 2026 (61 days ago). It holds a calculated Maintenance Health Score of 81/100 (B rating) with 123 stars and 1 open issues.
What language is E-CommerceBench written in? +
The primary language is Python. Topics include: software.
How many stars does E-CommerceBench have? +
E-CommerceBench has 123 stars and 20 forks on GitHub.
How does E-CommerceBench rank among GitHub repositories? +
With 123 stars, QwenLM/E-CommerceBench is ranked #24,216 globally across all repositories tracked on GitHubRepo and #3,306 among Python projects.
What license is E-CommerceBench distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
