NOFX stands out as a universal "Agentic Trading OS," not just a bot. Its core difference is the "Multi-Agent Self-Play" framework, where different AIs (like DeepSeek, Qwen) compete in real-time trading, learning and evolving strategies based on live PnL. Key features include multi-exchange (CEX/DEX) support, unified risk control, and a professional web dashboard showing AI leaderboards and transparent "Chain-of-Thought" decision logs.