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SnowingFoxAI trading benchmark for real-world cryptocurrency markets
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An open-source platform for evaluating AI cryptocurrency trading models in live markets with real capital. It targets researchers and developers seeking to benchmark AI performance beyond static datasets, offering a transparent, real-time trading environment. The project democratizes AI trading research and serves as an educational tool.
How It Works
The platform automates cryptocurrency trading on Binance using the CCXT library. AI models, primarily DeepSeek, analyze market data and execute trades every three minutes after a chain-of-thought reasoning process. Account metrics are collected every twenty seconds. This approach contrasts with traditional benchmarks by testing AI capabilities in dynamic, adversarial, real-world financial conditions, emphasizing risk management and strategic decision-making.
Quick Start & Requirements
bun install..env with API keys and database URL. Generate and push the database schema using bunx prisma generate and bunx prisma db push.bun dev.https://github.com/snowingfox/open-nof1.ai.git.Highlighted Details
Maintenance & Community
The README does not specify maintainers, community channels (like Discord or Slack), or active sponsorships. It is presented as an open-source implementation inspired by the closed nof1.ai Alpha Arena.
Licensing & Compatibility
The project is released under the MIT License, which permits broad use, modification, and distribution, including for commercial purposes and integration into closed-source applications.
Limitations & Caveats
The "Positions" feature for tracking open trades is marked as "coming soon." The software is intended for educational and research purposes, and trading cryptocurrencies carries substantial risk of loss. AI model decisions may be suboptimal, and past performance is not indicative of future results. Automated trading requires manual configuration of external cron jobs.
1 week ago
Inactive