Ring-2.6-1T
inclusionai/ring-2.6-1tRing 2.6 1T is a trillion-parameter open-weight reasoning model from InclusionAI (Ant Group), the deep-thinking counterpart built on top of the Ling base for complex workflows. It is purpose-built for agentic coding, tool use, and long-horizon multi-step task execution, with benchmark results surpassing GPT-5.4 and Gemini 3.1 Pro on some agentic tasks.
Cost rate
0.1x
Context
262K
Released
May 8, 2026
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Output
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ReasoningTool callingStructured outputs
Best at
The categories where this model ranks highest.