inclusionAI: Ring-2.6-1T
Analysis Summary
Ring-2.6-1T is an inclusionAI model with a 262K context window, tool use, and function calling. Its coding capability is stronger than its general intelligence profile suggests, and its long-context results support technical documents, source analysis, and structured workflows. The model is text-only, so visual and media-heavy tasks require preprocessing or another model.
It suits code transformation, SEO data processing, templated content, and supervised tool-connected automation. Instruction following is a weaker area, and the lower agentic capability limits its use for open-ended autonomous agents. Teams should use schemas, validation, and clear task boundaries when routing client work through it, particularly where exact formatting or multi-step execution matters.
Very low pricing gives Ring-2.6-1T a persuasive volume role. Adopt it for routine technical and structured workloads where cost efficiency is central, while escalating nuanced writing, complex reasoning, and high-risk tool actions to a more capable model.
Assessed August 9, 2026
Editorial notes
Ring-2.6-1T offers strong coding for its price, 262K context, and function calling at very low rates. Its weaker instruction following and agentic performance make it better for supervised automation than autonomous client agents.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
Ring-2.6-1T offers strong coding for its price, 262K context, and function calling at very low rates. Its weaker instruction following and agentic performance make it better for supervised automation than autonomous client agents.
Benchmark scores
Magenta = intelligence · Ink = technical/agentic · Cyan = content & long-context · Grey = community benchmarks. Data: Artificial Analysis, Hugging Face.
31.1 Intelligence Index·42.8 Coding Index·18.9 Agentic Index
How inclusionAI: Ring-2.6-1T compares
InclusionAI: Ring-2.6-1T ranks #120 of 428 AI models we track for overall intelligence, #85 of 201 for coding, #96 of 183 for agentic tasks. Its 262K-token context window is larger than 72% of the models we list. At $0.08 per million input tokens it is cheaper than 72% of comparable models.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on value. The pulled-in technical corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $0.08 | $0.000075 |
| Output | $0.63 | $0.000625 |
What would inclusionAI: Ring-2.6-1T cost your business?
Pick the job that looks most like yours, then fine-tune with the sliders. Estimates update live.
A website chatbot handling around 100 customer conversations a day, a few short messages each.
Full calculator with 717 models → Price Calculator
These numbers get smaller with the right architecture.
We route routine calls to cheap models and save inclusionAI: Ring-2.6-1T for the hard ones. Most clients cut their estimate by 60-80%.
Talk to our teamAbout inclusionAI: Ring-2.6-1T
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..
Frequently asked questions about inclusionAI: Ring-2.6-1T
How much does inclusionAI: Ring-2.6-1T cost?
inclusionAI: Ring-2.6-1T costs $0.08 per million input tokens and $0.63 per million output tokens.
What is the context window of inclusionAI: Ring-2.6-1T?
inclusionAI: Ring-2.6-1T has a context window of 262,144 tokens (262K).
Is inclusionAI: Ring-2.6-1T good for coding?
On our coding benchmark index, inclusionAI: Ring-2.6-1T ranks #85 of 201 models, placing it in the broader range of the field for code generation and debugging.
What can inclusionAI: Ring-2.6-1T do?
inclusionAI: Ring-2.6-1T supports tool use and function calling.
Who created inclusionAI: Ring-2.6-1T?
inclusionAI: Ring-2.6-1T is developed by inclusionAI and was released on May 8, 2026.