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Best inclusionAI Models for Agents

Quick answer · Updated June 2026

Ring-2.6-1T is the best inclusionAI model for agents, scoring 51.5 on the Artificial Analysis Agentic Index for tool use and multi-step task completion. Ling-2.6-1T (48.2) and Ling-2.6-flash (38.1) round out the top three.

51.5Agentic
38.5Intelligence
80 t/sSpeed
$0.075Input /M
262KContext

AI models ranked by the Artificial Analysis Agentic Index — measuring multi-step tool use, planning and task completion (including Tau²-Bench). The best models for building autonomous agents and agentic workflows.

  1. 1I
    ring-2.6-1t
    ReasoningToolsJSON38.5 intel · $0.075/M · 80 t/s
    51.5
    Agentic
  2. 2I
    ling-2.6-1t
    ToolsJSON33.6 intel · $0.075/M · 68 t/s
    48.2
    Agentic
  3. 3I
    ling-2.6-flash
    ToolsJSON26.2 intel · $0.010/M · 106 t/s
    38.1
    Agentic

Frequently asked

What is the best inclusionAI model for agents?

Ring-2.6-1T is the best inclusionAI model for agents, scoring 51.5 on the Artificial Analysis Agentic Index for tool use and multi-step task completion. Ling-2.6-1T (48.2) and Ling-2.6-flash (38.1) round out the top three.

What's a good alternative to Ring-2.6-1T?

Ling-2.6-1T (48.2) is the closest alternative on this metric, followed by Ling-2.6-flash (38.1). See the full ranking above for the tradeoffs.

How many inclusionAI models are there?

modelgrep tracks 3 inclusionAI models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by Ring-2.6-1T. 3 of them qualify for this ranking.

More inclusionAI rankings

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