inclusionAI: Ring-2.6-1T
InclusionAI: Ring-2.6-1T is designed to handle text inputs within an expansive context length of 262,144 tokens and supports reasoning and tools integration, making it suitable for complex tasks that require both depth and flexibility. It can process and reason through large volumes of textual data efficiently. While this model performs adequately across benchmarks with a blended score of 58.8 from two independent sources, its price point might be a consideration; at $0.075 per million input tokens and $0.625 for outputs, it could be more expensive than some alternatives depending on usage volume. Nonetheless, businesses or projects that need robust text processing capabilities and can afford the costs may find Ring-2.6-1T to be a reliable choice.
Benchmark results
Independent, published benchmarks. Blended score 58.8 across 2 benchmarks, last refreshed 2026-08-13. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 51.6 |
| AI Index Coding | software engineering tasks | 70.7 |
- Model ID
- inclusionai/ring-2.6-1t
- Vendor
- inclusionai
- Released
- May 2026
- Tokenizer
- Other
- Input Modalities
- text
- Output Modalities
- text
- Max Output
- 65,536 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- text only
- Audio
- no
- Moderated
- no
What it costs in practice
Computed from the current $0.07/M input and $0.62/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | under $0.01 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.07 |
| A month of a busy support chatbot | 5M in / 2M out | $1.62 |
Similar models
Quick answers
- How much does inclusionAI: Ring-2.6-1T cost?
- $0.07 per million input tokens and $0.62 per million output tokens.
- What is inclusionAI: Ring-2.6-1T's context window?
- 262,144 tokens, roughly 393 pages of text in a single request.
- Does inclusionAI: Ring-2.6-1T support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can inclusionAI: Ring-2.6-1T process images?
- No, it is text-only on the input side.