Ring 2.6 1t

LLM
inclusionAI

Ring 2.6 1t is built for agentic workflows, coding agents, tool use, and long-horizon tasks. It has 1T parameters with 63B active, a 262K token context, and high and xhigh reasoning modes for adaptive reasoning budget allocation.

Context tokens

262,144

Output tokens

131,072

Released

May 8, 2026

Schema

Supports two reasoning effort levels: high (faster, for multi-step agent tasks) and xhigh (deeper thinking, for math and complex reasoning). If you need to control reasoning depth, ask for high or xhigh mode explicitly.

Schema documentation

Capabilities

Tool use
Structured output
Thinking

Supported tools

  • Seclai Content Tools

    Inspect source documents connected to your account. Includes tools for loading full content, reading character ranges, searching within documents, viewing stats, and listing available content sources. When a source_connection_content_version_id is provided in agent run metadata it is used as the default. Otherwise the model can discover content via list_content_sources.

  • Seclai Knowledge Base

    Search your knowledge bases using semantic similarity. Includes search_knowledge_base and list_knowledge_bases. When a knowledge_base_id is provided in the prompt or agent run metadata it is used as the default. Otherwise the model can discover available knowledge bases at runtime.

  • Seclai Memory Banks

    Manage persistent memory across agent runs. Includes tools for listing memory banks, writing entries, searching memory via semantic similarity, and loading entries in chronological order. Supports two memory types: 'conversation' (speaker-attributed turns) and 'general' (freeform text). Use key to organize entries by topic, session, or user.

Pricing

TypeCreditsUnits
Input3.99Credits per 1k tokens
Output33.25Credits per 1k tokens
Cache hit0.798Credits per 1k tokens

Variants

No variants available for this model.

Try This Model

Write a prompt and experiment with Ring 2.6 1t in the model experiments page. You can compare it with other models side by side.