modelgrep

Best inclusionAI Models for Agents

Match · Updated August 2026

Ring-2.6-1T is the best inclusionAI model for agents, scoring 18.9 on the Artificial Analysis Agentic Index for tool use and multi-step task completion. Ling-2.6-flash (2.3) is next.

18.9Agentic
30.6Intelligence
60 t/sSpeed
$0.075Input /M
262KContext
  1. 1I
    ring-2.6-1t
    ReasoningToolsJSON30.6 intel · $0.075/M · 60 t/s
    18.9
    Agentic
  2. 2I
    ling-2.6-flash
    ToolsJSON14.1 intel · $0.010/M · 62 t/s
    2.3
    Agentic

How this is ranked

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

Frequently asked

What is the best inclusionAI model for agents?

Ring-2.6-1T is the best inclusionAI model for agents, scoring 18.9 on the Artificial Analysis Agentic Index for tool use and multi-step task completion. Ling-2.6-flash (2.3) is next.

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

Ling-2.6-flash (2.3) is the closest alternative on this metric. See the full ranking above for the tradeoffs.

How many inclusionAI models are there?

modelgrep tracks 4 inclusionAI models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by Ring-2.6-1T. 2 of them qualify for this ranking.

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