Inception Labs

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1. Oct 19
   Inception launches Mercury 3 diffusion LLM with 1M-token context

   Inception Labs released Mercury 3, a diffusion-based large language model that refines multiple token positions in parallel rather than generating text one token at a time. The company reported 1,068 tokens per second on NVIDIA GPUs and a 1-million-token context window. Inception said Mercury 3 outperformed GPT-6 Luna and Claude Haiku 5.5 on eight of 12 internal tests and ran four to eight times faster; another report said it beat GPT-6 Luna, Claude Haiku 5.5 and GLM-5.3 Flash across a range of tests. These figures are vendor-reported and have not been independently validated. Mercury 3 is available through Inception’s API, OpenRouter, Baseten and Vercel, with standard rates of $0.20 per million input tokens and $0.70 per million output tokens.

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