Live drop
Mercury 2.5
InceptionDropped Sep 8, 202632 builds22 makers14 prompts
Diffusion LLM at 1,107 tok/s with 260K context for instant agent loops and subagent workflows.
Live drop
InceptionDropped Sep 8, 202632 builds22 makers14 prompts
Diffusion LLM at 1,107 tok/s with 260K context for instant agent loops and subagent workflows.

About this release
Mercury 2.5 is Inception's latest diffusion-based reasoning LLM. It delivers a 40% intelligence gain over Mercury 2 while maintaining the same low-latency profile, reaching 1,107 tokens per second on standard NVIDIA GPUs. The model supports tunable reasoning effort, parallel tool calls, schema-aligned JSON output, and a 260K-token context window. It targets production workloads in search agents, voice pipelines, and coding subagents where latency compounds across many calls.
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