Inception just launched Mercury 3, which it calls the strongest diffusion language model yet.

It’s 40x bigger than Mercury 1 but still puts out 1,000+ tokens a second. The comparison is to the fast, cheap tier, with Inception saying it matches or beats OpenAI’s GPT-6 Luna and Anthropic’s Claude Haiku 5.5. Where ChatGPT and Claude write one word at a time, diffusion models draft many words at once and refine them, making them a strong fit for use cases like voice agents, live tutoring, and customer support, where any lag shows.

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