LLM Reference

Ring 2.6 Models by InclusionAI

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

Last refreshed 2026-05-19. Next refresh: weekly.

Details

ResearcherInclusionAI
LicenseMITOSI-approved
Commercial useCommercial use: permitted
Models1
Released2026
Max context262k

Capabilities

ReasoningAll models
JSON / Tool useAll models
Structured OutputsAll models

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.

Decision facts

Best fit
reasoningJSON / Tool usestructured outputs
Capability starting point
Ring-2.6-1T with 262k context and reasoning, JSON / Tool use, and structured outputs
Lowest tracked input
Ring-2.6-1T · $0.075/1M · OpenRouter
Closest related family
MOSS-Audio

Current Variants

Use-when guidance is based on each model's tracked capabilities, context window, release date, and replacement status.

1 in view

Use when the workload needs reasoning, 262k context, and JSON / Tool use.

2026-05reasoning262k contextJSON / Tool use

Release Timeline

1 release group
2026-05
1 current
Ring-2.6-1T
reasoning262k contextJSON / Tool use
Current

Specifications(1 models)

Ring 2.6 model specifications comparison
ModelReleasedContextParametersReasoningJSON / Tool useStructured Outputs
Ring-2.6-1T2026-05262k1T total / 63B activeYesYesYes

Available From(2 providers)

Pricing

Ring 2.6 model pricing by provider
ModelProviderInput / 1MOutput / 1MType
Ring-2.6-1TOpenRouter$0.075$0.625Serverless
Ring-2.6-1TNovita AI$0.3$2.5Serverless

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