Ring-2.6-1T
by inclusionai · Released May 2026
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...
Tested on 3 benchmarks. Top scores: Artificial Analysis — Coding Index (42.8%), Artificial Analysis — Quality Index (30.6%), Artificial Analysis — Agentic Index (18.9%).
Artificial Analysis Coding Index. Composite coding quality score from multiple code benchmarks.
Artificial Analysis Quality Index. Composite quality score combining multiple benchmark results into a single metric.
Artificial Analysis Agentic Index. Composite score measuring agent capability across tool use and planning tasks.
- Typetext
- Context262K tokens (~131 books)
- ReleasedMay 2026
- LicenseProprietary
- StatusActive
- Cost / Message~$0.001
Frequently Asked Questions
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- Ring-2.6-1T by inclusionai. Not enough public benchmark scores to rank yet.
- List price $0.0750 input · $0.63 output per 1M tokens (as of 2026-06-22).
How to cite · data as of 2026-06-22
Ring-2.6-1T · benchmarks, pricing and providers. BenchGecko, data as of 2026-06-22. https://benchgecko.ai/model/ring-2-6-1t
Credit "Source: BenchGecko" with a link. Prices per provider and Gecko Tests are BenchGecko data (CC BY 4.0); benchmark scores keep their original source, listed in the JSON. JSON · llms.txt · MCP