Ring-2.6-1T

inclusionai/ring-2.6-1t

Ring-2.6-1T is a 1T-parameter-scale thinking model with 63B active parameters, built for real-world agent workflows that require both strong capability and operational efficiency. It is optimized for coding agents, tool...

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Context window: 262K
Input: Text
Output: Text
Released: 2026-05-08

Max output: 66K
Model parameters: 1T
Weights: Open
License: mit
Capabilities: Reasoning, Temperature, Tool call

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Batch processing

Performance

Overall capability

44.5/100

Coding: 42.9
Reasoning: 45.9
Professional work: 39.8
Knowledge & language: 38.7


MLCR-AA（Artificial Analysis）Ring-2.6-1T	Knowledge & language	Artificial Analysis	2026-11-05
AA-OmniscienceRing-2.6-1T	Knowledge & language	Artificial Analysis	2026-11-05
IFBench（Artificial Analysis）Ring-2.6-1T	Knowledge & language	Artificial Analysis	2026-11-05
Terminal-Bench 4.0 (AA rerun)Ring-2.6-1T	Coding	Artificial Analysis	2026-11-05
CritPtRing-2.6-1T	Reasoning	Artificial Analysis	2026-11-05
GDPval-AA	Professional work	Artificial Analysis	2026-11-05
AutomationBench-AARing-2.6-1T	Professional work	Artificial Analysis	2026-11-05
AA-LCRRing-2.6-1T	Knowledge & language	Artificial Analysis	2026-11-05

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ModelRegistry · Catalog updated 2026-11-05