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domain	inceptionlabs.ai
summary	Mercury Labs is developing and offering diffusion large language models (LLMs) focused on speed, quality, and cost-effectiveness. Their core offering is the Mercury Diffusion Models, designed for blazing fast inference with frontier-quality results at a significantly reduced cost compared to traditional LLMs. They provide a Mercury API platform, documentation, and integrations. The company has recently announced a $50 million seed round led by Menlo Ventures and emphasizes being “Next Gen AI is Here.” Resources include models, pricing, a blog, and a research section.
title	Inception
description	We are leveraging diffusion technology to develop a new generation of LLMs. Our dLLMs are much faster and more efficient than traditional auto-regressive LLMs. And diffusion models are more accurate, controllable, and performant on multimodal tasks.
keywords	mercury, more, fast, models, diffusion, llms, products, chat, research, enterprise, resources, difference, parallel, text, time, tokens, information
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nslookup	A 31.43.160.6, A 31.43.161.6
created	2025-11-11
updated	2026-01-26
summarized	2026-01-30