Fastest reasoning LLM built for instant production AI
Mercury,from Inception Labs, is the first commercial diffusion LLM. Up to 10x faster than autoregressive models, with comparable or better quality on coding tasks.
Mercury 2 offers a unified diffusion paradigm that seamlessly combines language generation with other data modalities. This enables developers to build integrated multimodal AI applications without switching between specialized models.
Mercury 2 is a diffusion-based reasoning LLM that generates tokens in parallel rather than sequentially, delivering 5x faster inference speeds and 90% cost reduction compared to traditional auto-regressive models. This enables real-time reasoning workflows at enterprise scale.
Mercury 2 is OpenAI API-compatible and functions as a drop-in replacement for traditional LLMs. It integrates seamlessly through AWS Bedrock and Azure Foundry with 99.5%+ uptime SLAs, enabling rapid deployment without architectural changes.
Mercury 2 enables ultra-low latency responses for voice agents, code editors, and interactive workflows. Its parallel generation architecture ensures completions feel instantaneous to users, maintaining flow state in real-time applications like customer support and voice translation.
Mercury 2's diffusion framework provides iterative refinement during generation, enabling strict adherence to specific output schemas and semantic constraints. This supports structured data generation and controlled outputs for compliance-sensitive applications.