Ant Group
Ring is Ant Ling's reasoning model line. The docs describe Ring as an open-source trillion-parameter thinking model that uses Ling's MoE architecture and activates about 63B parameters per inference. It is designed for real-world Agent workflows, coding agents, tool use and long-horizon task execution. Ring-2.6-1T introduces adjustable reasoning effort levels, high and xhigh, for production-default agent workflows and more difficult math, research and complex analysis tasks. The docs also note OpenRouter early access for Ring-2.6-1T and API availability for Ring-2.5-1T.
Editorial verdict
Teams comparing Chinese reasoning and coding-agent models for tool orchestration, repository work and long-horizon autonomous execution.
Avoid assuming Ring-2.6-1T is production API-ready until console availability and billing are verified.
Ring has a coding-agent and tool-use profile that fits AI Coding better than the generic Ant Ling entry.
Ring-2.5-1T reference pricing: ¥4.00 input / ¥8.00 output per 1M tokens; current Ring-2.6 pricing requires recheck
OpenRouter early access, Ant Ling API billing, Personal Alipay account recharge
Commercial use should follow the current product, API, model license and billing terms.
Review prompt, file, media upload, retention and training-use terms before sensitive workloads.
Use Ring when repository-level coding, bug fixing, code review and multi-tool workflows matter.
Ring is positioned for multi-turn collaboration, task decomposition and long-horizon autonomous execution.
Model names, quotas, release status, regional access and commercial terms can change quickly; recheck official sources before procurement or production use.
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docs · en · verified 2026-08-04
Documents Ring reasoning, coding-agent, tool-use and long-horizon execution positioning.
pricing · en · verified 2026-05-17
Documents Ring pricing and OpenRouter limited-time free access.
Last checked: 2026-08-04