Audience
Developers and enterprises seeking a high-speed diffusion language model for search, RAG, voice agents, coding assistants, and latency-sensitive AI applications
About Mercury 2.5
Mercury 2.5 is Inception’s most capable production model yet and a significant step up in quality over Mercury 2 while maintaining the same low-latency serving profile. It is the most capable diffusion LLM on the market and, according to Inception, the largest diffusion language model ever trained. Mercury 2.5 delivers a 40% increase in intelligence over Mercury 2, with performance comparable to cost-optimized frontier models such as GPT-5.6 Luna (Low), Gemini 3.5 Flash-Lite, and Claude Haiku 4.5. It generates at 1,107 tokens per second on widely available NVIDIA GPUs and supports a 260K-token context window. Capabilities include tunable reasoning, parallel tool calls, and schema-aligned JSON. The model is designed for latency-sensitive workloads where many model calls may happen inside a single interaction. In search agents and RAG pipelines, it can support planning, query rewriting, reranking, fact structuring, source summarization, and answer checking while keeping calls fast.
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Company Information
Inception
United States
www.inceptionlabs.ai/models
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Product Details
Platforms Supported
Cloud
Training
Documentation
Live Online
Videos
Support
Online
Mercury 2.5 Frequently Asked Questions
Q: What kinds of users and organization types does Mercury 2.5 work with?
Mercury 2.5 works with these users and organization types: Mid Size Business, Small Business, Enterprise, Freelance, Nonprofit, Government, and Startup.
Q: What languages does Mercury 2.5 support in their product?
Mercury 2.5 supports these languages: English.
Q: What kind of support options does Mercury 2.5 offer?
Mercury 2.5 offers support via online.
Q: What other applications or services does Mercury 2.5 integrate with?
Mercury 2.5 integrates with: JSON.
Q: Does Mercury 2.5 have an API?
Yes, Mercury 2.5 has an API.
Q: What type of training does Mercury 2.5 provide?
Mercury 2.5 provides training in the form of documentation, live online, and videos.
