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Ring-2.6-1T

byinclusionAI

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...

Input Price$0.30/1M tokens
Output Price$2.50/1M tokens
Intelligence38.5
Coding33.3

Specifications

Technical details and pricing.

ProviderinclusionAI
Context Window262,144 tokens
Release DateMay 8, 2026
ModalitiesText

Benchmarks

7 benchmark scores from Artificial Analysis.

GPQA85.7%
HLE18.3%
SciCode42.4%
LCR64.3%
IFBench44.6%
Tau292.4%
TerminalBench Hard28.8%

Composite Indices

Higher is better; speed and price are normalized

Standard Benchmarks

Only benchmarks with data are shown

Frequently Asked Questions

What is Ring-2.6-1T good for?

Use Ring-2.6-1T for everyday tasks like writing, summarizing, brainstorming, and getting clear explanations.

How much does Ring-2.6-1T cost?

Pricing is based on usage. Current rates are $0.30/1M tokens for input and $2.50/1M tokens for output.

Can I try Ring-2.6-1T for free?

Yes. You can start a chat instantly and test the model before deciding on a plan.

Does Ring-2.6-1T support images or audio?

Ring-2.6-1T focuses on text-based tasks.

Benchmarks and pricing use Artificial Analysis where available. Catalog specs are used as a fallback.