The most powerful text-to-speech system is often considered to be OpenAI's GPT-3.5, known for its advanced natural language processing capabilities and the ability to generate human-like speech. Other strong contenders include Google's WaveNet and Amazon Polly, offering high-quality, versatile text-to-speech conversion.