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Ring 2.6 Models by InclusionAI

InclusionAIMITOpen Source
1 model2026Up to 262K ctxFrom $0.075/1M input

About

Ring 2.6 is InclusionAI's reasoning-specialist model family for agent execution, coding workflows, and complex long-horizon tasks. The line is distinct from InclusionAI's Ling 2.6 general-purpose models.

Current Variants

Use-when guidance is derived from seed capabilities, context, release, and replacement fields.

1 in view

Use when the workload needs reasoning, 262K context, and tool use.

2026-05reasoning262K contexttool use

Release Timeline

1 release group
2026-05
1 current
Ring-2.6-1T
reasoning262K contexttool use
Current

Specifications(1 models)

Ring 2.6 model specifications comparison
ModelReleasedContextParametersReasoningFn CallingTool UseStructured Outputs
Ring-2.6-1T2026-05262K1T total / 63B activeYesYesYesYes

Available From(1 provider)

Pricing

Ring 2.6 model pricing by provider
ModelProviderInput / 1MOutput / 1MType
Ring-2.6-1TOpenRouter$0.075$0.625Serverless

Frequently Asked Questions

What is Ring 2.6 used for?
Ring 2.6 is used for reasoning, agent workflows and tool use, and structured outputs. The family description and listed model capabilities point to those workloads as the best fit.
How does Ring 2.6 compare to OpenChat?
Ring 2.6 by InclusionAI is strongest where you need reasoning, while OpenChat by Alignment Lab AI is the closest related family to check for coding. Ring 2.6 has 1 listed variant and reaches up to 262K context, while OpenChat reaches up to 8K context, so compare the specs and pricing tables before choosing a production model.
Which Ring 2.6 model should I use?
For the lowest listed input price, start with Ring-2.6-1T through OpenRouter at $0.075/1M input tokens. For the most capable/latest local choice, evaluate Ring-2.6-1T with 262K context and reasoning, tool use, function calling, and structured outputs.

Models(1)