I
inclusionAI: Ring-2.6-1T
● Excellent8.4
/ 10
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...
Specifications
| Attribute | Value |
|---|---|
| Lab | Inclusionai |
| Tags | Reasoning Coding Agentic |
| Overall Score | 8.4/10 |
| Release Date | 2026-05 |
| Context Window | 262,144 tokens |
| Input Price / 1M | $0.07 |
| Output Price / 1M | $0.62 |
| Input Modalities | Text |
| Output Modalities | Text |
Strengths
- 1T-parameter thinking model with strong reasoning
- 63B active parameters for efficient inference
- Optimized for coding agent workflows
- Deep chain-of-thought reasoning
Weaknesses
- Long thinking latency on complex tasks
- Limited ecosystem vs established labs
- Fewer third-party benchmarks
Best For
- Complex multi-step coding
- Agentic reasoning tasks
- Deep problem-solving
Sources & Further Reading
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Scores are aggregated from public benchmarks (MMLU, HumanEval, MATH, GSM8K, LMSYS) and normalized to a 1–10 scale. Methodology →